Awesome Python

Hand-picked awesome Python libraries and frameworks, organised by category 🐍

Interactive version: www.awesomepython.org

Updated 19 Apr 2026 with 1,556 repos

Categories

• Newly Created Repositories - Awesome Python is regularly updated, and this category lists the most recently created GitHub repositories from all the other repositories here (10 repos)
• Agentic AI - Agentic AI libraries, frameworks and tools: AI agents, workflows, autonomous decision-making, goal-oriented tasks, and API integrations (119 repos)
• Code Quality - Code quality tooling: linters, formatters, pre-commit hooks, unused code removal (15 repos)
• Crypto and Blockchain - Cryptocurrency and blockchain libraries: trading bots, API integration, Ethereum virtual machine, solidity (10 repos)
• Data - General data libraries: data processing, serialisation, formats, databases, SQL, connectors, web crawlers, data generation/augmentation/checks (80 repos)
• Debugging - Debugging and tracing tools (3 repos)
• Diffusion Text to Image - Text-to-image diffusion model libraries, tools and apps for generating images from natural language (39 repos)
• Finance - Financial and quantitative libraries: investment research tools, market data, algorithmic trading, backtesting, financial derivatives (27 repos)
• Game Development - Game development tools, engines and libraries (6 repos)
• GIS - Geospatial libraries: raster and vector data formats, interactive mapping and visualisation, computing frameworks for processing images, projections (18 repos)
• Graph - Graphs and network libraries: network analysis, graph machine learning, visualisation (4 repos)
• GUI - Graphical user interface libraries and toolkits (6 repos)
• Jupyter - Jupyter and JupyterLab and Notebook tools, libraries and plugins (16 repos)
• LLMs and ChatGPT - Large language model and GPT libraries and frameworks: auto-gpt, agents, QnA, chain-of-thought workflows, API integations. Also see the Natural Language Processing category for crossover (347 repos)
• Math and Science - Mathematical, numerical and scientific libraries (22 repos)
• Machine Learning - General - General and classical machine learning libraries. See below for other sections covering specialised ML areas (142 repos)
• Machine Learning - Deep Learning - Machine learning libraries that cross over with deep learning in some way (67 repos)
• Machine Learning - Interpretability - Machine learning interpretability libraries. Covers explainability, prediction explainations, dashboards, understanding knowledge development in training (21 repos)
• Machine Learning - Ops - MLOps tools, frameworks and libraries: intersection of machine learning, data engineering and DevOps; deployment, health, diagnostics and governance of ML models (49 repos)
• Machine Learning - Reinforcement - Machine learning libraries and toolkits that cross over with reinforcement learning in some way: agent reinforcement learning, agent environemnts, RLHF (22 repos)
• Machine Learning - Time Series - Machine learning and classical timeseries libraries: forecasting, seasonality, anomaly detection, econometrics (17 repos)
• Natural Language Processing - Natural language processing libraries and toolkits: text processing, topic modelling, tokenisers, chatbots. Also see the LLMs and ChatGPT category for crossover (73 repos)
• Packaging - Python packaging, dependency management and bundling (21 repos)
• Pandas - Pandas and dataframe libraries: data analysis, statistical reporting, pandas GUIs, pandas performance optimisations (18 repos)
• Performance - Performance, parallelisation and low level libraries (18 repos)
• Profiling - Memory and CPU/GPU profiling tools and libraries (8 repos)
• Security - Security related libraries: vulnerability discovery, SQL injection, environment auditing (14 repos)
• Simulation - Simulation libraries: robotics, economic, agent-based, traffic, physics, astronomy, chemistry, quantum simulation. Also see the Maths and Science category for crossover (33 repos)
• Study - Miscellaneous study resources: algorithms, general resources, system design, code repos for textbooks, best practices, tutorials (62 repos)
• Template - Template tools and libraries: cookiecutter repos, generators, quick-starts (10 repos)
• Terminal - Terminal and console tools and libraries: CLI tools, terminal based formatters, progress bars (18 repos)
• Testing - Testing libraries: unit testing, load testing, acceptance testing, code coverage, browser automation, plugins (15 repos)
• Typing - Typing libraries: static and run-time type checking, annotations (14 repos)
• Utility - General utility libraries: miscellaneous tools, linters, code formatters, version management, package tools, documentation tools (135 repos)
• Vizualisation - Vizualisation tools and libraries. Application frameworks, 2D/3D plotting, dashboards, WebGL (30 repos)
• Web - Web related frameworks and libraries: webapp servers, WSGI, ASGI, asyncio, HTTP, REST, user management (47 repos)

Newly Created Repositories

Awesome Python is regularly updated, and this category lists the most recently created GitHub repositories from all the other repositories here.

1. karpathy/autoresearch ⭐ 70,645
   AI agents running research on single-GPU nanochat training automatically

2. safishamsi/graphify ⭐ 22,501
   AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, OpenClaw, Factory Droid, Trae). Turn any folder of code, docs, papers, images, videos, or YouTube links into a queryable knowledge graph
   🔗 safishamsi.github.io/penpax.ai

3. aiming-lab/AutoResearchClaw ⭐ 10,973
   Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. 🦞

4. nicobailon/visual-explainer ⭐ 7,469
   Agent skill that generates rich HTML pages or slide decks for diagrams, diff reviews, plan audits, data tables, and project recaps

5. tw93/Waza ⭐ 2,633
   🥷 Engineering habits you already know, turned into skills Claude can run.
   🔗 x.com/hitw93/status/2041312649510822103

6. miolini/autoresearch-macos ⭐ 1,929
   AI agents running research on single-GPU nanochat training automatically adopted for MacOS

7. rightnow-ai/autokernel ⭐ 1,185
   Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels.
   🔗 www.rightnowai.co/forge

8. math-inc/OpenGauss ⭐ 1,167
   A project-scoped Lean workflow orchestrator from Math, Inc. It gives gauss a multi-agent frontend for the lean4-skills prove, draft, review, checkpoint, refactor, golf, autoprove, formalize, and autoformalize workflows

9. ddickmann/vllm-factory ⭐ 31
   Production inference for encoder models - ColBERT, GLiNER, ColPali, embeddings etc. - as vLLM plugins for online and in-process deployment

10. slavadubrov/ner-field-guide ⭐ 3
    Companion code for The Definitive Guide to NER in 2026

Agentic AI

Agentic AI libraries, frameworks and tools: AI agents, workflows, autonomous decision-making, goal-oriented tasks, and API integrations.

1. logspace-ai/langflow ⭐ 144,166
   Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
   🔗 www.langflow.org

2. langgenius/dify ⭐ 127,042
   Production-ready platform for agentic workflow development.
   🔗 dify.ai

3. langchain-ai/langchain ⭐ 124,984
   🦜🔗 The platform for reliable agents.
   🔗 docs.langchain.com/oss/python/langchain

4. browser-use/browser-use ⭐ 76,464
   Browser use is the easiest way to connect your AI agents with the browser.
   🔗 browser-use.com

5. karpathy/autoresearch ⭐ 70,645
   AI agents running research on single-GPU nanochat training automatically

6. github/spec-kit ⭐ 64,735
   Toolkit to help you get started with Spec-Driven Development: specifications become executable, directly generating working implementations

7. geekan/MetaGPT ⭐ 63,365
   🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
   🔗 mgx.dev

8. microsoft/autogen ⭐ 53,832
   AutoGen is a framework for creating multi-agent AI applications that can act autonomously or work alongside humans.
   🔗 microsoft.github.io/autogen

9. run-llama/llama_index ⭐ 46,554
   LlamaIndex is the leading framework for building LLM-powered agents over your data.
   🔗 developers.llamaindex.ai

10. mem0ai/mem0 ⭐ 45,890
    Enhances AI assistants and agents with an intelligent memory layer, enabling personalized AI interactions
    🔗 mem0.ai

11. crewaiinc/crewAI ⭐ 43,083
    Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
    🔗 crewai.com

12. agno-agi/agno ⭐ 37,137
    Build, run, manage multi-agent systems.
    🔗 docs.agno.com

13. openbmb/ChatDev ⭐ 28,989
    ChatDev stands as a virtual software company that operates through various intelligent agents holding different roles, including Chief Executive Officer, Chief Product Officer etc
    🔗 arxiv.org/abs/2307.07924

14. stanford-oval/storm ⭐ 27,814
    An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
    🔗 storm.genie.stanford.edu

15. composiohq/composio ⭐ 26,428
    Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling
    🔗 docs.composio.dev

16. huggingface/smolagents ⭐ 25,075
    🤗 smolagents: a barebones library for agents that think in code.
    🔗 huggingface.co/docs/smolagents

17. assafelovic/gpt-researcher ⭐ 24,993
    An LLM agent that conducts deep research (local and web) on any given topic and generates a long report with citations.
    🔗 gptr.dev

18. fosowl/agenticSeek ⭐ 24,539
    A 100% local alternative to Manus AI, this voice-enabled AI assistant autonomously browses the web, writes code, and plans tasks while keeping all data on your device.
    🔗 agenticseek.tech

19. microsoft/OmniParser ⭐ 24,265
    OmniParser is a comprehensive method for parsing user interface screenshots into structured and easy-to-understand elements

20. langchain-ai/langgraph ⭐ 23,696
    LangGraph is a library for building stateful, multi-actor applications with LLMs, built on top of (and intended to be used with) LangChain.
    🔗 docs.langchain.com/oss/python/langgraph

21. safishamsi/graphify ⭐ 22,501
    AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, OpenClaw, Factory Droid, Trae). Turn any folder of code, docs, papers, images, videos, or YouTube links into a queryable knowledge graph
    🔗 safishamsi.github.io/penpax.ai

22. yoheinakajima/babyagi ⭐ 22,094
    GPT-4 powered task-driven autonomous agent
    🔗 babyagi.org

23. a2aproject/A2A ⭐ 21,577
    An open protocol enabling communication and interoperability between opaque agentic applications.
    🔗 a2a-protocol.org

24. openai/swarm ⭐ 20,819
    A framework exploring ergonomic, lightweight multi-agent orchestration.

25. letta-ai/letta ⭐ 20,805
    Letta (formerly MemGPT) is a framework for creating LLM services with memory.
    🔗 docs.letta.com

26. nirdiamant/GenAI_Agents ⭐ 19,499
    Tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive AI systems.

27. bytedance/deer-flow ⭐ 19,381
    DeerFlow is a community-driven Deep Research framework, combining language models with tools like web search, crawling, and Python execution, while contributing back to the open-source community.
    🔗 deerflow.tech

28. unity-technologies/ml-agents ⭐ 19,065
    The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
    🔗 unity.com/products/machine-learning-agents

29. camel-ai/owl ⭐ 18,929
    🦉 OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation

30. openai/openai-agents-python ⭐ 18,502
    A lightweight yet powerful framework for building multi-agent workflows. It is provider-agnostic, supporting the OpenAI Responses and Chat Completions APIs, as well as 100+ other LLMs.
    🔗 openai.github.io/openai-agents-python

31. dzhng/deep-research ⭐ 18,372
    An AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web scraping, and large language models.

32. alibaba-nlp/DeepResearch ⭐ 18,035
    Tongyi Deep Research, the Leading Open-source Deep Research Agent
    🔗 tongyi-agent.github.io/blog/introducing-tongyi-deep-research

33. google-gemini/gemini-fullstack-langgraph-quickstart ⭐ 17,758
    Demonstrates a fullstack application using a React and LangGraph-powered backend agent. The agent is designed to perform comprehensive research on a user's query.
    🔗 ai.google.dev/gemini-api/docs/google-search

34. emcie-co/parlant ⭐ 17,579
    LLM agents built for control. Designed for real-world use. Deployed in minutes.
    🔗 www.parlant.io

35. google/adk-python ⭐ 17,293
    An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
    🔗 google.github.io/adk-docs

36. agentscope-ai/agentscope ⭐ 15,850
    AgentScope: Agent-Oriented Programming for Building LLM Applications
    🔗 doc.agentscope.io

37. camel-ai/camel ⭐ 15,751
    🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
    🔗 docs.camel-ai.org

38. voltagent/awesome-agent-skills ⭐ 15,232
    A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor, and more.
    🔗 officialskills.sh

39. pydantic/pydantic-ai ⭐ 14,427
    PydanticAI is a Python Agent Framework designed to make it less painful to build production grade applications with Generative AI.
    🔗 ai.pydantic.dev

40. asyncfuncai/deepwiki-open ⭐ 13,812
    Custom implementation of DeepWiki, automatically creates beautiful, interactive wikis for any GitHub, GitLab, or BitBucket repository
    🔗 asyncfunc.mintlify.app

41. smol-ai/developer ⭐ 12,205
    the first library to let you embed a developer agent in your own app!
    🔗 twitter.com/smolmodels

42. sakanaai/AI-Scientist ⭐ 11,987
    The AI Scientist, the first comprehensive system for fully automatic scientific discovery, enabling Foundation Models such as Large Language Models (LLMs) to perform research independently.

43. microsoft/agent-lightning ⭐ 11,622
    A structured way to train your agents with Automatic Prompt Optimization (APO). Just like you train a machine learning model on data, you can train an agent on a task dataset.
    🔗 microsoft.github.io/agent-lightning

44. ag-ui-protocol/ag-ui ⭐ 11,565
    AG-UI: the Agent-User Interaction Protocol. Bring Agents into Frontend Applications.
    🔗 ag-ui.com

45. aiming-lab/AutoResearchClaw ⭐ 10,973
    Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. 🦞

46. langchain-ai/open_deep_research ⭐ 10,301
    Open Deep Research is an open source assistant that automates research and produces customizable reports on any topic

47. microsoft/magentic-ui ⭐ 9,609
    A prototype of a human-centered interface powered by a multi-agent system that can browse and perform actions on the web, generate and execute code
    🔗 www.microsoft.com/en-us/research/blog/magentic-ui-an-experimental-human-centered-web-agent

48. humanlayer/humanlayer ⭐ 8,911
    HumanLayer is an API and SDK that enables AI Agents to contact humans for help, feedback, and approvals.
    🔗 humanlayer.dev/code

49. meta-llama/llama-stack ⭐ 8,246
    Llama Stack standardizes the building blocks needed to bring genai applications to market. These blocks cover model training and fine-tuning, evaluation, and running AI agents in production
    🔗 llamastack.github.io

50. upsonic/Upsonic ⭐ 7,750
    Upsonic is a reliability-focused framework designed for real-world applications. It enables trusted agent workflows in your organization through advanced reliability features, including verification layers, triangular architecture, validator agents, and output evaluation systems.
    🔗 docs.upsonic.ai

51. zilliztech/deep-searcher ⭐ 7,506
    DeepSearcher combines reasoning LLMs and VectorDBs o perform search, evaluation, and reasoning based on private data, providing highly accurate answer and comprehensive report
    🔗 zilliztech.github.io/deep-searcher

52. nicobailon/visual-explainer ⭐ 7,469
    Agent skill that generates rich HTML pages or slide decks for diagrams, diff reviews, plan audits, data tables, and project recaps

53. awslabs/agent-squad ⭐ 7,280
    Flexible, lightweight open-source framework for orchestrating multiple AI agents to handle complex conversations
    🔗 awslabs.github.io/agent-squad

54. x-plug/MobileAgent ⭐ 7,035
    Mobile-Agent: The Powerful GUI Agent Family

55. mnotgod96/AppAgent ⭐ 6,478
    AppAgent: Multimodal Agents as Smartphone Users, an LLM-based multimodal agent framework designed to operate smartphone apps.
    🔗 appagent-official.github.io

56. samsungsailmontreal/TinyRecursiveModels ⭐ 6,275
    A recursive reasoning model that achieves amazing scores ARC-AGI-1 and ARC-AGI-2 with a tiny 7M parameters neural network

57. prefecthq/marvin ⭐ 6,055
    an ambient intelligence library
    🔗 marvin.mintlify.app

58. openai/openai-cs-agents-demo ⭐ 5,903
    Demo of a Customer Service Agent interface built on top of the OpenAI Agents SDK

59. pyspur-dev/pyspur ⭐ 5,660
    A visual playground for agentic workflows: Iterate over your agents 10x faster
    🔗 pyspur.dev

60. kyegomez/swarms ⭐ 5,638
    The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai
    🔗 docs.swarms.world

61. brainblend-ai/atomic-agents ⭐ 5,516
    Atomic Agents provides a set of tools and agents that can be combined to create powerful applications. It is built on top of Instructor and leverages the power of Pydantic for data and schema validation and serialization.

62. crewaiinc/crewAI-examples ⭐ 5,436
    A collection of examples that show how to use CrewAI framework to automate workflows.

63. landing-ai/vision-agent ⭐ 5,206
    VisionAgent is a library that helps you utilize agent frameworks to generate code to solve your vision task

64. codelion/openevolve ⭐ 5,203
    Evolutionary coding agent (like AlphaEvolve) enabling automated scientific and algorithmic discovery

65. strands-agents/sdk-python ⭐ 4,940
    A model-driven approach to building AI agents in just a few lines of code.
    🔗 strandsagents.com

66. rowboatlabs/rowboat ⭐ 4,321
    Local-first AI coworker, with memory
    🔗 www.rowboatlabs.com

67. meta-llama/llama-stack-apps ⭐ 4,289
    Agentic components of the Llama Stack APIs

68. tencentcloudadp/youtu-agent ⭐ 4,279
    A flexible, high-performance framework for building, running, and evaluating autonomous agents
    🔗 tencentcloudadp.github.io/youtu-agent

69. ag2ai/ag2 ⭐ 4,082
    AG2 (formerly AutoGen) is an open-source programming framework for building AI agents and facilitating cooperation among multiple agents to solve tasks.
    🔗 ag2.ai

70. joshuac215/agent-service-toolkit ⭐ 4,034
    A full toolkit for running an AI agent service built with LangGraph, FastAPI and Streamlit.
    🔗 agent-service-toolkit.streamlit.app

71. going-doer/Paper2Code ⭐ 4,000
    A multi-agent LLM system that transforms paper into a code repository. It follows a three-stage pipeline: planning, analysis, and code generation, each handled by specialized agents.

72. getzep/zep ⭐ 3,999
    Zep is a memory platform for AI agents that learns from user interactions and business data
    🔗 help.getzep.com

73. langroid/langroid ⭐ 3,849
    Harness LLMs with Multi-Agent Programming
    🔗 langroid.github.io/langroid

74. openmanus/OpenManus-RL ⭐ 3,836
    OpenManus-RL is an open-source initiative collaboratively led by Ulab-UIUC and MetaGPT. This project is an extended version of the original OpenManus initiative.

75. i-am-bee/beeai-framework ⭐ 3,069
    Build production-ready AI agents in both Python and Typescript.
    🔗 framework.beeai.dev

76. facebookresearch/Pearl ⭐ 2,971
    A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.

77. cheshire-cat-ai/core ⭐ 2,951
    AI agent microservice
    🔗 cheshirecat.ai

78. vllm-project/semantic-router ⭐ 2,907
    An Mixture-of-Models router that directs OpenAI API requests to the most suitable models from a defined pool based on Semantic Understanding
    🔗 vllm-semantic-router.com

79. tw93/Waza ⭐ 2,633
    🥷 Engineering habits you already know, turned into skills Claude can run.
    🔗 x.com/hitw93/status/2041312649510822103

80. om-ai-lab/OmAgent ⭐ 2,624
    OmAgent is python library for building multimodal language agents with ease. We try to keep the library simple without too much overhead like other agent framework.
    🔗 om-agent.com

81. swe-agent/mini-swe-agent ⭐ 2,606
    The 100 line AI agent that solves GitHub issues or helps you in your command line
    🔗 mini-swe-agent.com

82. dimensionalos/dimos ⭐ 2,588
    Dimensional is the agentic operating system for physical space. Vibecode humanoids, quadrupeds, drones, and other hardware platforms in natural language and build multi-agent systems that work seamlessly with physical input (cameras, lidar, actuators).
    🔗 dimensionalos.com

83. griptape-ai/griptape ⭐ 2,458
    Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.
    🔗 www.griptape.ai

84. langchain-ai/executive-ai-assistant ⭐ 2,161
    Executive AI Assistant (EAIA) is an AI agent that attempts to do the job of an Executive Assistant (EA).

85. btahir/open-deep-research ⭐ 2,119
    Open source alternative to Gemini Deep Research. Generate reports with AI based on search results.
    🔗 opendeepresearch.vercel.app

86. agentops-ai/AgentStack ⭐ 2,086
    AgentStack scaffolds your agent stack - The tech stack that collectively is your agent

87. researai/DeepScientist ⭐ 2,077
    Now, Stronger AI Pushes Frontiers, Stronger Our Shared Future.

88. run-llama/llama_deploy ⭐ 2,071
    Async-first framework for deploying, scaling, and productionizing agentic multi-service systems based on workflows from llama_index.
    🔗 docs.llamaindex.ai/en/stable/module_guides/llama_deploy

89. sakanaai/AI-Scientist-v2 ⭐ 2,034
    The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

90. openautocoder/Agentless ⭐ 2,002
    Agentless🐱: an agentless approach to automatically solve software development problems

91. miolini/autoresearch-macos ⭐ 1,929
    AI agents running research on single-GPU nanochat training automatically adopted for MacOS

92. weaviate/elysia ⭐ 1,867
    Elysia is an agentic platform designed to use tools in a decision tree. A decision agent decides which tools to use dynamically based on its environment and context.

93. jd-opensource/OxyGent ⭐ 1,831
    OxyGent is a modular multi-agent framework that lets you build, deploy, and evolve AI teams
    🔗 oxygent.jd.com

94. msoedov/agentic_security ⭐ 1,749
    An open-source vulnerability scanner for Agent Workflows and LLMs. Protecting AI systems from jailbreaks, fuzzing, and multimodal attacks.
    🔗 agentic-security.vercel.app

95. agno-agi/dash ⭐ 1,598
    Self-learning data agent that grounds its answers in 6 layers of context. Inspired by OpenAI's in-house implementation.

96. szczyglis-dev/py-gpt ⭐ 1,559
    Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, speech synthesis and recognition, web search, memory, presets, assistants,and more. Linux, Windows, Mac
    🔗 pygpt.net

97. agentera/Agently ⭐ 1,530
    Agently is a development framework that helps developers build AI agent native application really fast.
    🔗 agently.tech

98. shengranhu/ADAS ⭐ 1,498
    Automated Design of Agentic Systems using Meta Agent Search to show agents can invent novel and powerful agent designs
    🔗 www.shengranhu.com/adas

99. link-agi/AutoAgents ⭐ 1,456
    [IJCAI 2024] Generate different roles for GPTs to form a collaborative entity for complex tasks.
    🔗 huggingface.co/spaces/linksoul/autoagents

100. prefecthq/ControlFlow ⭐ 1,388
     ControlFlow provides a structured, developer-focused framework for defining workflows and delegating work to LLMs, without sacrificing control or transparency
     🔗 controlflow.ai

101. langchain-ai/langgraph-swarm-py ⭐ 1,351
     A library for creating swarm-style multi-agent systems using LangGraph. A swarm is a type of multi-agent architecture where agents dynamically hand off control to one another based on their specializations
     🔗 langchain-ai.github.io/langgraph/concepts/multi_agent

102. bytedance-seed/m3-agent ⭐ 1,214
     Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory

103. k-dense-ai/karpathy ⭐ 1,186
     An agentic Machine Learning Engineer that trains state-of-the-art ML models using Claude Code SDK and Google ADK
     🔗 k-dense.ai

104. rightnow-ai/autokernel ⭐ 1,185
     Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels.
     🔗 www.rightnowai.co/forge

105. plurai-ai/intellagent ⭐ 1,161
     Simulate interactions, analyze performance, and gain actionable insights for conversational agents. Test, evaluate, and optimize your agent to ensure reliable real-world deployment.
     🔗 intellagent-doc.plurai.ai

106. google-deepmind/concordia ⭐ 1,155
     Concordia is a library to facilitate construction and use of generative agent-based models to simulate interactions of agents in grounded physical, social, or digital space.

107. strnad/CrewAI-Studio ⭐ 1,144
     agentic,gui,automation

108. thudm/CogAgent ⭐ 1,124
     An open-sourced end-to-end VLM-based GUI Agent

109. victordibia/autogen-ui ⭐ 981
     Web UI for AutoGen (A Framework Multi-Agent LLM Applications)

110. thytu/Agentarium ⭐ 933
     Framework for managing and orchestrating AI agents with ease. Agentarium provides a flexible and intuitive way to create, manage, and coordinate interactions between multiple AI agents in various environments.

111. alpha-innovator/InternAgent ⭐ 840
     When Agent Becomes the Scientist – Building Closed-Loop System from Hypothesis to Verification
     🔗 discovery.intern-ai.org.cn/home

112. deedy/mac_computer_use ⭐ 831
     A fork of Anthropic Computer Use that you can run on Mac computers to give Claude and other AI models autonomous access to your computer.
     🔗 x.com/deedydas/status/1849481225041559910

113. codingmoh/open-codex ⭐ 665
     Open Codex is a fully open-source command-line AI assistant inspired by OpenAI Codex, supporting local language models like phi-4-mini and full integration with Ollama.

114. salesforceairesearch/AgentLite ⭐ 641
     AgentLite is a research-oriented library designed for building and advancing LLM-based task-oriented agent systems. It simplifies the implementation of new agent/multi-agent architectures, enabling easy orchestration of multiple agents through a manager agent.

115. quantalogic/quantalogic ⭐ 461
     QuantaLogic is a ReAct (Reasoning & Action) framework for building advanced AI agents. The cli version include coding capabilities comparable to Aider.

116. agentscope-ai/agentscope-runtime ⭐ 375
     AgentScope Runtime: secure sandboxed tool execution and scalable agent deployment
     🔗 runtime.agentscope.io

117. mannaandpoem/OpenManus ⭐ 306
     Open source version of Manus, the general AI agent

118. sakanaai/AI-Scientist-ICLR2025-Workshop-Experiment ⭐ 279
     A paper produced by The AI Scientist passed a peer-review process at a workshop in a top machine learning conference

119. prithivirajdamodaran/Route0x ⭐ 119
     A production-grade query routing solution, leveraging LLMs while optimizing for cost per query

Code Quality

Code quality tooling: linters, formatters, pre-commit hooks, unused code removal.

1. astral-sh/ruff ⭐ 45,341
   An extremely fast Python linter and code formatter, written in Rust.
   🔗 docs.astral.sh/ruff

2. psf/black ⭐ 41,322
   The uncompromising Python code formatter
   🔗 black.readthedocs.io/en/stable

3. pre-commit/pre-commit ⭐ 14,844
   A framework for managing and maintaining multi-language pre-commit hooks.
   🔗 pre-commit.com

4. google/yapf ⭐ 13,977
   A formatter for Python files

5. sqlfluff/sqlfluff ⭐ 9,443
   A modular SQL linter and auto-formatter with support for multiple dialects and templated code.
   🔗 www.sqlfluff.com

6. pycqa/isort ⭐ 6,893
   A Python utility / library to sort imports.
   🔗 pycqa.github.io/isort

7. davidhalter/jedi ⭐ 6,100
   Awesome autocompletion, static analysis and refactoring library for python
   🔗 jedi.readthedocs.io

8. pycqa/pylint ⭐ 5,638
   It's not just a linter that annoys you!
   🔗 pylint.readthedocs.io/en/latest

9. jendrikseipp/vulture ⭐ 4,291
   Find dead Python code

10. asottile/pyupgrade ⭐ 4,031
    A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.

11. pycqa/flake8 ⭐ 3,752
    flake8 is a python tool that glues together pycodestyle, pyflakes, mccabe, and third-party plugins to check the style and quality of some python code.
    🔗 flake8.pycqa.org

12. wemake-services/wemake-python-styleguide ⭐ 2,813
    The strictest and most opinionated python linter ever!
    🔗 wemake-python-styleguide.rtfd.io

13. peteromallet/desloppify ⭐ 2,717
    Agent harness to make your slop code well-engineered and beautiful.
    🔗 desloppify.it

14. python-lsp/python-lsp-server ⭐ 2,467
    Fork of the python-language-server project, maintained by the Spyder IDE team and the community

15. tconbeer/sqlfmt ⭐ 504
    sqlfmt formats your dbt SQL files so you don't have to
    🔗 sqlfmt.com

Crypto and Blockchain

Cryptocurrency and blockchain libraries: trading bots, API integration, Ethereum virtual machine, solidity.

1. freqtrade/freqtrade ⭐ 46,244
   Free, open source crypto trading bot
   🔗 www.freqtrade.io

2. ccxt/ccxt ⭐ 40,661
   A cryptocurrency trading API with more than 100 exchanges in JavaScript / TypeScript / Python / C# / PHP / Go
   🔗 docs.ccxt.com

3. crytic/slither ⭐ 6,100
   Static Analyzer for Solidity and Vyper
   🔗 blog.trailofbits.com/2018/10/19/slither-a-solidity-static-analysis-framework

4. ethereum/web3.py ⭐ 5,472
   A python interface for interacting with the Ethereum blockchain and ecosystem.
   🔗 web3py.readthedocs.io

5. ethereum/consensus-specs ⭐ 3,876
   Ethereum Proof-of-Stake Consensus Specifications
   🔗 ethereum.github.io/consensus-specs

6. cyberpunkmetalhead/Binance-volatility-trading-bot ⭐ 3,490
   This is a fully functioning Binance trading bot that measures the volatility of every coin on Binance and places trades with the highest gaining coins If you like this project consider donating though the Brave browser to allow me to continuously improve the script.

7. bmoscon/cryptofeed ⭐ 2,674
   Cryptocurrency Exchange Websocket Data Feed Handler

8. binance/binance-public-data ⭐ 2,193
   Details on how to get Binance public data

9. coinbase/agentkit ⭐ 1,042
   AgentKit is Coinbase Developer Platform's framework for easily enabling AI agents to take actions onchain. It is designed to be framework-agnostic, so you can use it with any AI framework, and wallet-agnostic
   🔗 docs.cdp.coinbase.com/agentkit/docs/welcome

10. dylanhogg/awesome-crypto ⭐ 83
    A list of awesome crypto and blockchain projects
    🔗 www.awesomecrypto.xyz

Data

General data libraries: data processing, serialisation, formats, databases, SQL, connectors, web crawlers, data generation/augmentation/checks.

1. microsoft/markitdown ⭐ 85,645
   A utility for converting files to Markdown, supports: PDF, PPT, Word, Excel, Images etc

2. scrapy/scrapy ⭐ 59,530
   Scrapy, a fast high-level web crawling & scraping framework for Python.
   🔗 scrapy.org

3. pathwaycom/pathway ⭐ 57,882
   Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
   🔗 pathway.com

4. ds4sd/docling ⭐ 50,964
   Docling parses documents and exports them to the desired format with ease and speed.
   🔗 docling-project.github.io/docling

5. apache/spark ⭐ 42,688
   Apache Spark - A unified analytics engine for large-scale data processing
   🔗 spark.apache.org

6. mindsdb/mindsdb ⭐ 38,308
   Federated Query Engine for AI - The only MCP Server you'll ever need
   🔗 mindsdb.com

7. jaidedai/EasyOCR ⭐ 28,818
   Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
   🔗 www.jaided.ai

8. qdrant/qdrant ⭐ 28,373
   Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
   🔗 qdrant.tech

9. getredash/redash ⭐ 28,172
   Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.
   🔗 redash.io

10. humansignal/label-studio ⭐ 26,250
    Label Studio is an open source data labeling tool. It lets you label data types like audio, text, images, videos, and time series with a simple and straightforward UI and export to various model formats.
    🔗 labelstud.io

11. chroma-core/chroma ⭐ 25,709
    Open-source search and retrieval database for AI applications.
    🔗 www.trychroma.com

12. airbytehq/airbyte ⭐ 20,539
    The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.
    🔗 airbyte.com

13. joke2k/faker ⭐ 19,043
    Faker is a Python package that generates fake data for you.
    🔗 faker.readthedocs.io

14. avaiga/taipy ⭐ 19,023
    Turns Data and AI algorithms into production-ready web applications in no time.
    🔗 www.taipy.io

15. tiangolo/sqlmodel ⭐ 17,536
    SQL databases in Python, designed for simplicity, compatibility, and robustness.
    🔗 sqlmodel.tiangolo.com

16. binux/pyspider ⭐ 17,032
    A Powerful Spider(Web Crawler) System in Python.
    🔗 docs.pyspider.org

17. apache/arrow ⭐ 16,429
    Apache Arrow is the universal columnar format and multi-language toolbox for fast data interchange and in-memory analytics
    🔗 arrow.apache.org

18. twintproject/twint ⭐ 16,295
    An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations.

19. weaviate/weaviate ⭐ 15,466
    Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.
    🔗 weaviate.io/developers/weaviate

20. cyclotruc/gitingest ⭐ 13,754
    Turn any Git repository into a prompt-friendly text ingest for LLMs.
    🔗 gitingest.com

21. redis/redis-py ⭐ 13,436
    Redis Python client

22. s0md3v/Photon ⭐ 12,622
    Incredibly fast crawler designed for OSINT.

23. googleapis/genai-toolbox ⭐ 12,598
    MCP Toolbox for Databases is an open source MCP server for databases. Develop tools easier, faster, and more securely by handling connection pooling, authentication.
    🔗 googleapis.github.io/genai-toolbox/getting-started/introduction

24. coleifer/peewee ⭐ 11,909
    a small, expressive orm -- supports postgresql, mysql, sqlite and cockroachdb
    🔗 docs.peewee-orm.com

25. sqlalchemy/sqlalchemy ⭐ 11,420
    The Database Toolkit for Python
    🔗 www.sqlalchemy.org

26. simonw/datasette ⭐ 10,709
    An open source multi-tool for exploring and publishing data
    🔗 datasette.io

27. gristlabs/grist-core ⭐ 10,465
    Grist is the evolution of spreadsheets.
    🔗 www.getgrist.com

28. voxel51/fiftyone ⭐ 10,272
    Refine high-quality datasets and visual AI models
    🔗 fiftyone.ai

29. bigscience-workshop/petals ⭐ 9,880
    🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
    🔗 petals.dev

30. yzhao062/pyod ⭐ 9,685
    A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
    🔗 pyod.readthedocs.io

31. tobymao/sqlglot ⭐ 8,843
    Python SQL Parser and Transpiler
    🔗 sqlglot.com

32. lancedb/lancedb ⭐ 8,604
    Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.
    🔗 lancedb.com/docs

33. kaggle/kaggle-api ⭐ 7,106
    Official Kaggle API

34. alirezamika/autoscraper ⭐ 7,076
    A Smart, Automatic, Fast and Lightweight Web Scraper for Python

35. ibis-project/ibis ⭐ 6,360
    Ibis is a Python library that provides a lightweight, universal interface for data wrangling. It helps Python users explore and transform data of any size, stored anywhere.
    🔗 ibis-project.org

36. madmaze/pytesseract ⭐ 6,301
    A Python wrapper for Google Tesseract

37. vi3k6i5/flashtext ⭐ 5,701
    Extract Keywords from sentence or Replace keywords in sentences.

38. rapidai/RapidOCR ⭐ 5,700
    📄 Awesome OCR multiple programing languages toolkits based on ONNXRuntime, OpenVINO, PaddlePaddle and PyTorch.
    🔗 rapidai.github.io/rapidocrdocs

39. airbnb/knowledge-repo ⭐ 5,540
    A next-generation curated knowledge sharing platform for data scientists and other technical professions.

40. superduperdb/superduper ⭐ 5,251
    Superduper: End-to-end framework for building custom AI applications and agents.
    🔗 superduper.io

41. adbar/trafilatura ⭐ 5,219
    Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML
    🔗 trafilatura.readthedocs.io

42. giskard-ai/giskard-oss ⭐ 5,083
    🐢 Open-Source Evaluation & Testing library for LLM Agents
    🔗 docs.giskard.ai

43. facebookresearch/AugLy ⭐ 5,072
    A data augmentations library for audio, image, text, and video.
    🔗 ai.facebook.com/blog/augly-a-new-data-augmentation-library-to-help-build-more-robust-ai-models

44. dlt-hub/dlt ⭐ 4,828
    data load tool (dlt) is an open source Python library that makes data loading easy 🛠️
    🔗 dlthub.com/docs

45. lk-geimfari/mimesis ⭐ 4,773
    Mimesis is a fast Python library for generating fake data in multiple languages.
    🔗 mimesis.name

46. jazzband/tablib ⭐ 4,753
    Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.
    🔗 tablib.readthedocs.io

47. amundsen-io/amundsen ⭐ 4,719
    Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.
    🔗 www.amundsen.io/amundsen

48. mangiucugna/json_repair ⭐ 4,417
    A python module to repair invalid JSON from LLMs
    🔗 pypi.org/project/json-repair

49. rom1504/img2dataset ⭐ 4,345
    Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

50. mlabonne/llm-datasets ⭐ 4,190
    Curated list of datasets and tools for post-training.
    🔗 mlabonne.github.io/blog

51. deepchecks/deepchecks ⭐ 3,968
    Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
    🔗 docs.deepchecks.com/stable

52. sqlalchemy/alembic ⭐ 3,909
    A database migrations tool for SQLAlchemy.

53. run-llama/llama-hub ⭐ 3,483
    A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain
    🔗 llamahub.ai

54. sdv-dev/SDV ⭐ 3,394
    Synthetic data generation for tabular data
    🔗 docs.sdv.dev/sdv

55. docarray/docarray ⭐ 3,110
    Represent, send, store and search multimodal data
    🔗 docs.docarray.org

56. datafold/data-diff ⭐ 2,992
    Compare tables within or across databases
    🔗 docs.datafold.com

57. huggingface/datatrove ⭐ 2,848
    DataTrove is a library to process, filter and deduplicate text data at a very large scale. It provides a set of prebuilt commonly used processing blocks with a framework to easily add custom functionality

58. pynamodb/PynamoDB ⭐ 2,643
    A pythonic interface to Amazon's DynamoDB
    🔗 pynamodb.readthedocs.io

59. aminalaee/sqladmin ⭐ 2,620
    SQLAlchemy Admin for FastAPI and Starlette
    🔗 aminalaee.github.io/sqladmin

60. pikepdf/pikepdf ⭐ 2,616
    A Python library for reading and writing PDF, powered by QPDF
    🔗 pikepdf.readthedocs.io

61. sfu-db/connector-x ⭐ 2,537
    Fastest library to load data from DB to DataFrames in Rust and Python
    🔗 sfu-db.github.io/connector-x

62. uqfoundation/dill ⭐ 2,423
    serialize all of Python
    🔗 dill.rtfd.io

63. milvus-io/bootcamp ⭐ 2,360
    Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
    🔗 milvus.io

64. emirozer/fake2db ⭐ 2,352
    Generate fake but valid data filled databases for test purposes using most popular patterns(AFAIK). Current support is sqlite, mysql, postgresql, mongodb, redis, couchdb.

65. collerek/ormar ⭐ 1,794
    python async orm with fastapi in mind and pydantic validation
    🔗 collerek.github.io/ormar

66. huggingface/aisheets ⭐ 1,621
    Build, enrich, and transform datasets using AI models with no code. Deploy locally or on the Hub with access to thousands of open models.
    🔗 huggingface.co/spaces/aisheets/sheets

67. d-star-ai/dsRAG ⭐ 1,551
    A retrieval engine for unstructured data. It is especially good at handling challenging queries over dense text, like financial reports, legal documents, and academic papers.

68. quixio/quix-streams ⭐ 1,513
    Python Streaming DataFrames for Kafka
    🔗 docs.quix.io

69. meta-llama/synthetic-data-kit ⭐ 1,474
    Tool for generating high-quality synthetic datasets to fine-tune LLMs. Generate Reasoning Traces, QA Pairs, save them to a fine-tuning format with a simple CLI.
    🔗 pypi.org/project/synthetic-data-kit

70. igorbenav/fastcrud ⭐ 1,467
    FastCRUD is a Python package for FastAPI, offering robust async CRUD operations and flexible endpoint creation utilities.
    🔗 benavlabs.github.io/fastcrud

71. mchong6/JoJoGAN ⭐ 1,439
    Official PyTorch repo for JoJoGAN: One Shot Face Stylization

72. apache/iceberg-python ⭐ 984
    PyIceberg is a Python library for programmatic access to Iceberg table metadata as well as to table data in Iceberg format.
    🔗 py.iceberg.apache.org

73. weaviate/recipes ⭐ 934
    This repository shares end-to-end notebooks on how to use various Weaviate features and integrations!

74. ibm/data-prep-kit ⭐ 892
    Data Prep Kit is a community project to democratize and accelerate unstructured data preparation for LLM app developers
    🔗 data-prep-kit.github.io/data-prep-kit

75. macbre/sql-metadata ⭐ 879
    Uses tokenized query returned by python-sqlparse and generates query metadata
    🔗 pypi.python.org/pypi/sql-metadata

76. stackloklabs/deepfabric ⭐ 824
    Promptwright is a Python library designed for generating large synthetic datasets using LLMs
    🔗 docs.deepfabric.dev

77. nvidia-nemo/DataDesigner ⭐ 653
    Create synthetic datasets that go beyond simple LLM prompting. Covers diverse statistical distributions, meaningful correlations between fields, or validated high-quality outputs.
    🔗 nvidia-nemo.github.io/datadesigner

78. koaning/bulk ⭐ 598
    Bulk is a quick UI developer tool to apply some bulk labels.

79. titan-systems/titan ⭐ 478
    Snowflake infrastructure-as-code. Provision environments, automate deploys, CI/CD. Manage RBAC, users, roles, and data access. Declarative Python Resource API.

80. pmgraham/datagrunt ⭐ 10
    Datagrunt is a Python library designed to simplify the way you work with CSV files. It provides a streamlined approach to reading, processing, and transforming your data into various formats, making data manipulation efficient and intuitive.
    🔗 www.datagrunt.io

Debugging

Debugging and tracing tools.

1. cool-rr/PySnooper ⭐ 16,596
   Never use print for debugging again

2. gruns/icecream ⭐ 10,003
   🍦 Never use print() to debug again.

3. shobrook/rebound ⭐ 4,135
   Instant Stack Overflow results whenever an exception is thrown

Diffusion Text to Image

Text-to-image diffusion model libraries, tools and apps for generating images from natural language.

1. automatic1111/stable-diffusion-webui ⭐ 160,173
   Stable Diffusion web UI

2. comfyanonymous/ComfyUI ⭐ 101,251
   The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
   🔗 www.comfy.org

3. compvis/stable-diffusion ⭐ 72,246
   A latent text-to-image diffusion model
   🔗 ommer-lab.com/research/latent-diffusion-models

4. lllyasviel/ControlNet ⭐ 33,589
   Let us control diffusion models!

5. huggingface/diffusers ⭐ 32,569
   🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
   🔗 huggingface.co/docs/diffusers

6. stability-ai/generative-models ⭐ 26,844
   Generative Models by Stability AI

7. invoke-ai/InvokeAI ⭐ 26,601
   Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.
   🔗 invoke-ai.github.io/invokeai

8. openbmb/MiniCPM-V ⭐ 22,680
   MiniCPM-V 4.5: A GPT-4o Level MLLM for Single Image, Multi Image and High-FPS Video Understanding on Your Phone

9. apple/ml-stable-diffusion ⭐ 17,782
   Stable Diffusion with Core ML on Apple Silicon

10. borisdayma/dalle-mini ⭐ 14,813
    DALL·E Mini - Generate images from a text prompt
    🔗 www.craiyon.com

11. compvis/latent-diffusion ⭐ 13,801
    High-Resolution Image Synthesis with Latent Diffusion Models

12. divamgupta/diffusionbee-stable-diffusion-ui ⭐ 13,497
    Diffusion Bee is the easiest way to run Stable Diffusion locally on your M1 Mac. Comes with a one-click installer. No dependencies or technical knowledge needed.
    🔗 diffusionbee.com

13. facebookresearch/dinov2 ⭐ 12,286
    PyTorch code and models for the DINOv2 self-supervised learning method.

14. instantid/InstantID ⭐ 11,900
    InstantID: Zero-shot Identity-Preserving Generation in Seconds 🔥
    🔗 instantid.github.io

15. lucidrains/DALLE2-pytorch ⭐ 11,337
    Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

16. opengvlab/InternVL ⭐ 9,736
    [CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型
    🔗 internvl.readthedocs.io/en/latest

17. idea-research/GroundingDINO ⭐ 9,626
    [ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"
    🔗 arxiv.org/abs/2303.05499

18. ashawkey/stable-dreamfusion ⭐ 8,795
    Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.

19. carson-katri/dream-textures ⭐ 8,108
    Stable Diffusion built-in to Blender

20. xavierxiao/Dreambooth-Stable-Diffusion ⭐ 7,754
    Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

21. timothybrooks/instruct-pix2pix ⭐ 6,869
    PyTorch implementation of InstructPix2Pix, an instruction-based image editing model, based on the original CompVis/stable_diffusion repo.

22. openai/consistency_models ⭐ 6,469
    Official repo for consistency models.

23. salesforce/BLIP ⭐ 5,643
    PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

24. nateraw/stable-diffusion-videos ⭐ 4,654
    Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts

25. lkwq007/stablediffusion-infinity ⭐ 3,888
    Outpainting with Stable Diffusion on an infinite canvas

26. jina-ai/discoart ⭐ 3,834
    🪩 Create Disco Diffusion artworks in one line

27. openai/improved-diffusion ⭐ 3,783
    Release for Improved Denoising Diffusion Probabilistic Models

28. open-compass/VLMEvalKit ⭐ 3,741
    Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks
    🔗 huggingface.co/spaces/opencompass/open_vlm_leaderboard

29. mlc-ai/web-stable-diffusion ⭐ 3,712
    Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.
    🔗 mlc.ai/web-stable-diffusion

30. openai/glide-text2im ⭐ 3,682
    GLIDE: a diffusion-based text-conditional image synthesis model

31. google-research/big_vision ⭐ 3,333
    Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.

32. saharmor/dalle-playground ⭐ 2,749
    A playground to generate images from any text prompt using Stable Diffusion (past: using DALL-E Mini)

33. stability-ai/stability-sdk ⭐ 2,434
    SDK for interacting with stability.ai APIs (e.g. stable diffusion inference)
    🔗 platform.stability.ai

34. thudm/CogVLM2 ⭐ 2,427
    GPT4V-level open-source multi-modal model based on Llama3-8B

35. coyote-a/ultimate-upscale-for-automatic1111 ⭐ 1,765
    Ultimate SD Upscale extension for AUTOMATIC1111 Stable Diffusion web UI

36. divamgupta/stable-diffusion-tensorflow ⭐ 1,613
    Stable Diffusion in TensorFlow / Keras

37. nvlabs/prismer ⭐ 1,309
    The implementation of "Prismer: A Vision-Language Model with Multi-Task Experts".
    🔗 shikun.io/projects/prismer

38. chenyangqiqi/FateZero ⭐ 1,159
    [ICCV 2023 Oral] "FateZero: Fusing Attentions for Zero-shot Text-based Video Editing"
    🔗 fate-zero-edit.github.io

39. gojasper/flash-diffusion ⭐ 650
    ⚡ Flash Diffusion ⚡: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation (AAAI 2025 Oral)
    🔗 gojasper.github.io/flash-diffusion-project

Finance

Financial and quantitative libraries: investment research tools, market data, algorithmic trading, backtesting, financial derivatives.

1. openbb-finance/OpenBB ⭐ 59,275
   Financial data platform for analysts, quants and AI agents.
   🔗 openbb.co

2. virattt/ai-hedge-fund ⭐ 45,480
   AI-powered hedge fund. The goal of this project is to explore the use of AI to make trading decisions.

3. microsoft/qlib ⭐ 35,948
   Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD...
   🔗 qlib.readthedocs.io/en/latest

4. ranaroussi/yfinance ⭐ 20,973
   Download market data from Yahoo! Finance's API
   🔗 ranaroussi.github.io/yfinance

5. mementum/backtrader ⭐ 20,206
   Python Backtesting library for trading strategies
   🔗 www.backtrader.com

6. quantopian/zipline ⭐ 19,357
   Zipline, a Pythonic Algorithmic Trading Library
   🔗 www.zipline.io

7. ai4finance-foundation/FinGPT ⭐ 18,450
   FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
   🔗 ai4finance.org

8. quantconnect/Lean ⭐ 16,011
   Lean Algorithmic Trading Engine by QuantConnect (Python, C#)
   🔗 lean.io

9. ai4finance-foundation/FinRL ⭐ 13,790
   FinRL®: Financial Reinforcement Learning. 🔥
   🔗 ai4finance.org

10. ta-lib/ta-lib-python ⭐ 11,640
    Python wrapper for TA-Lib (http://ta-lib.org/).
    🔗 ta-lib.github.io/ta-lib-python

11. shiyu-coder/Kronos ⭐ 10,153
    Open-source foundation model for financial candlesticks, trained on data from over 45 global exchanges

12. goldmansachs/gs-quant ⭐ 9,845
    Python toolkit for quantitative finance
    🔗 developer.gs.com/discover/products/gs-quant

13. kernc/backtesting.py ⭐ 7,825
    🔎 📈 🐍 💰 Backtest trading strategies in Python.
    🔗 kernc.github.io/backtesting.py

14. ranaroussi/quantstats ⭐ 6,619
    Portfolio analytics for quants, written in Python

15. polakowo/vectorbt ⭐ 6,524
    Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
    🔗 vectorbt.dev

16. quantopian/pyfolio ⭐ 6,207
    Portfolio and risk analytics in Python
    🔗 quantopian.github.io/pyfolio

17. borisbanushev/stockpredictionai ⭐ 5,400
    In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Networ...

18. google/tf-quant-finance ⭐ 5,194
    High-performance TensorFlow library for quantitative finance.

19. gbeced/pyalgotrade ⭐ 4,635
    Python Algorithmic Trading Library
    🔗 gbeced.github.io/pyalgotrade

20. matplotlib/mplfinance ⭐ 4,272
    Financial Markets Data Visualization using Matplotlib
    🔗 pypi.org/project/mplfinance

21. quantopian/alphalens ⭐ 4,103
    Performance analysis of predictive (alpha) stock factors
    🔗 quantopian.github.io/alphalens

22. zvtvz/zvt ⭐ 3,913
    modular quant framework.
    🔗 zvt.readthedocs.io/en/latest

23. cuemacro/finmarketpy ⭐ 3,701
    Python library for backtesting trading strategies & analyzing financial markets (formerly pythalesians)
    🔗 www.cuemacro.com

24. domokane/FinancePy ⭐ 2,755
    A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.

25. blankly-finance/blankly ⭐ 2,400
    🚀 💸 Easily build, backtest and deploy your algo in just a few lines of code. Trade stocks, cryptos, and forex across exchanges w/ one package.
    🔗 package.blankly.finance

26. cuemacro/findatapy ⭐ 1,968
    Python library to download market data via Bloomberg, Eikon, Quandl, Yahoo etc.

27. ivebotunac/PrimoAgent ⭐ 268
    PrimoAgent is an multi agent AI stock analysis system built on LangGraph architecture that orchestrates four specialized agents to provide comprehensive daily trading insights and next-day price predictions
    🔗 primoinvesting.com

Game Development

Game development tools, engines and libraries.

1. kitao/pyxel ⭐ 16,976
   A retro game engine for Python

2. microsoft/TRELLIS ⭐ 11,630
   A large 3D asset generation model. It takes in text or image prompts and generates high-quality 3D assets in various formats, such as Radiance Fields, 3D Gaussians, and meshes.
   🔗 trellis3d.github.io

3. pygame/pygame ⭐ 8,579
   🐍🎮 pygame (the library) is a Free and Open Source python programming language library for making multimedia applications like games built on top of the excellent SDL library. C, Python, Native, OpenGL.
   🔗 www.pygame.org

4. panda3d/panda3d ⭐ 5,025
   Powerful, mature open-source cross-platform game engine for Python and C++, developed by Disney and CMU
   🔗 www.panda3d.org

5. pyglet/pyglet ⭐ 2,148
   pyglet is a cross-platform windowing and multimedia library for Python, for developing games and other visually rich applications.
   🔗 pyglet.org

6. pythonarcade/arcade ⭐ 1,959
   Easy to use Python library for creating 2D arcade games.
   🔗 arcade.academy

GIS

Geospatial libraries: raster and vector data formats, interactive mapping and visualisation, computing frameworks for processing images, projections.

1. domlysz/BlenderGIS ⭐ 8,737
   Blender addons to make the bridge between Blender and geographic data

2. python-visualization/folium ⭐ 7,308
   Python Data. Leaflet.js Maps.
   🔗 python-visualization.github.io/folium

3. originalankur/maptoposter ⭐ 7,190
   Transform your favorite cities into beautiful, minimalist designs. MapToPoster lets you create and export visually striking map posters with code.

4. osgeo/gdal ⭐ 5,729
   GDAL is an open source MIT licensed translator library for raster and vector geospatial data formats.
   🔗 gdal.org

5. gboeing/osmnx ⭐ 5,549
   Download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.
   🔗 osmnx.readthedocs.io

6. geopandas/geopandas ⭐ 5,027
   Python tools for geographic data
   🔗 geopandas.org

7. shapely/shapely ⭐ 4,358
   Manipulation and analysis of geometric objects
   🔗 shapely.readthedocs.io/en/stable

8. opengeos/segment-geospatial ⭐ 3,863
   A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
   🔗 samgeo.gishub.org

9. giswqs/geemap ⭐ 3,856
   A Python package for interactive geospatial analysis and visualization with Google Earth Engine.
   🔗 geemap.org

10. microsoft/torchgeo ⭐ 3,841
    TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
    🔗 www.osgeo.org/projects/torchgeo

11. opengeos/leafmap ⭐ 3,656
    A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment
    🔗 leafmap.org

12. holoviz/datashader ⭐ 3,501
    Quickly and accurately render even the largest data.
    🔗 datashader.org

13. rasterio/rasterio ⭐ 2,474
    Rasterio reads and writes geospatial raster datasets
    🔗 rasterio.readthedocs.io

14. plant99/felicette ⭐ 1,831
    Satellite imagery for dummies.

15. microsoft/GlobalMLBuildingFootprints ⭐ 1,772
    Worldwide building footprints derived from satellite imagery

16. pysal/pysal ⭐ 1,458
    PySAL: Python Spatial Analysis Library Meta-Package
    🔗 pysal.org/pysal

17. residentmario/geoplot ⭐ 1,190
    High-level geospatial data visualization library for Python.
    🔗 residentmario.github.io/geoplot/index.html

18. c2g-dev/city2graph ⭐ 1,093
    Transform geospatial relations into graphs for Graph Neural Networks and network analysis
    🔗 city2graph.net

Graph

Graphs and network libraries: network analysis, graph machine learning, visualisation.

1. networkx/networkx ⭐ 16,546
   Network Analysis in Python
   🔗 networkx.org

2. stellargraph/stellargraph ⭐ 3,044
   StellarGraph - Machine Learning on Graphs
   🔗 stellargraph.readthedocs.io

3. microsoft/graspologic ⭐ 961
   graspologic is a package for graph statistical algorithms
   🔗 graspologic-org.github.io/graspologic

4. dylanhogg/llmgraph ⭐ 496
   Create knowledge graphs with LLMs

GUI

Graphical user interface libraries and toolkits.

1. hoffstadt/DearPyGui ⭐ 15,133
   Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies
   🔗 dearpygui.readthedocs.io/en/latest

2. pysimplegui/PySimpleGUI ⭐ 13,713
   Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users.
   🔗 www.pysimplegui.com

3. parthjadhav/Tkinter-Designer ⭐ 10,170
   An easy and fast way to create a Python GUI 🐍

4. samuelcolvin/FastUI ⭐ 8,947
   FastUI is a new way to build web application user interfaces defined by declarative Python code.
   🔗 fastui-demo.onrender.com

5. r0x0r/pywebview ⭐ 5,687
   Build GUI for your Python program with JavaScript, HTML, and CSS
   🔗 pywebview.flowrl.com

6. beeware/toga ⭐ 5,291
   A Python native, OS native GUI toolkit.
   🔗 toga.readthedocs.io/en/latest

Jupyter

Jupyter and JupyterLab and Notebook tools, libraries and plugins.

1. marimo-team/marimo ⭐ 18,645
   A reactive Python notebook: run a cell or interact with a UI element, and marimo automatically runs dependent cells, keeping code and outputs consistent. marimo notebooks are stored as pure Python, executable as scripts, and deployable as apps.
   🔗 marimo.io

2. jupyterlab/jupyterlab ⭐ 14,996
   JupyterLab computational environment.
   🔗 jupyterlab.readthedocs.io

3. jupyter/notebook ⭐ 12,908
   Jupyter Interactive Notebook
   🔗 jupyter-notebook.readthedocs.io

4. garrettj403/SciencePlots ⭐ 8,518
   Matplotlib styles for scientific plotting

5. mwouts/jupytext ⭐ 7,096
   Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts
   🔗 jupytext.readthedocs.io

6. nteract/papermill ⭐ 6,358
   📚 Parameterize, execute, and analyze notebooks
   🔗 papermill.readthedocs.io/en/latest

7. voila-dashboards/voila ⭐ 5,886
   Voilà turns Jupyter notebooks into standalone web applications
   🔗 voila.readthedocs.io

8. connorferster/handcalcs ⭐ 5,801
   Python library for converting Python calculations into rendered latex.

9. jupyterlite/jupyterlite ⭐ 4,738
   Wasm powered Jupyter running in the browser 💡
   🔗 jupyterlite.rtfd.io/en/stable/try/lab

10. executablebooks/jupyter-book ⭐ 4,207
    Create beautiful, publication-quality books and documents from computational content.
    🔗 jupyterbook.org

11. jupyterlab/jupyterlab-desktop ⭐ 4,180
    JupyterLab desktop application, based on Electron.

12. jupyterlab/jupyter-ai ⭐ 4,094
    A generative AI extension for JupyterLab
    🔗 jupyter-ai.readthedocs.io

13. mito-ds/mito ⭐ 2,609
    Jupyter extensions that help you write code faster: Context aware AI Chat, Autocomplete, and Spreadsheet
    🔗 trymito.io

14. deepnote/deepnote ⭐ 2,585
    Deepnote is a successor of Jupyter. It uses the Deepnote kernel which is more powerful but still backwards compatible so you can seamlessly move between both, but adds an AI agent, sleek UI, new block types, and native data integrations.
    🔗 deepnote.com/?utm_source=github&utm_medium=github&utm_campaign=github&utm_content=readme_main

15. koaning/drawdata ⭐ 1,608
    Draw datasets from within Python notebooks.
    🔗 koaning.github.io/drawdata

16. infuseai/colab-xterm ⭐ 477
    Open a terminal in colab, including the free tier.

LLMs and ChatGPT

Large language model and GPT libraries and frameworks: auto-gpt, agents, QnA, chain-of-thought workflows, API integations. Also see the Natural Language Processing category for crossover.

1. significant-gravitas/AutoGPT ⭐ 181,398
   AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
   🔗 agpt.co

2. open-webui/open-webui ⭐ 121,671
   Open WebUI is an extensible, feature-rich, and user-friendly self-hosted AI platform designed to operate entirely offline. It supports various LLM runners like Ollama and OpenAI-compatible APIs, with built-in inference engine for RAG
   🔗 openwebui.com

3. deepseek-ai/DeepSeek-V3 ⭐ 101,281
   A strong Mixture-of-Experts (MoE) language model with 671B total parameters with 37B activated for each token.

4. ggerganov/llama.cpp ⭐ 93,624
   LLM inference in C/C++

5. nomic-ai/gpt4all ⭐ 77,052
   GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.
   🔗 nomic.ai/gpt4all

6. modelcontextprotocol/servers ⭐ 77,017
   A collection of reference implementations for the Model Context Protocol (MCP), as well as references to community built servers
   🔗 modelcontextprotocol.io

7. infiniflow/ragflow ⭐ 72,047
   RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
   🔗 ragflow.io

8. vllm-project/vllm ⭐ 68,388
   A high-throughput and memory-efficient inference and serving engine for LLMs
   🔗 vllm.ai

9. hiyouga/LlamaFactory ⭐ 66,357
   Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
   🔗 llamafactory.readthedocs.io

10. xtekky/gpt4free ⭐ 65,698
    The official gpt4free repository | various collection of powerful language models | o4, o3 and deepseek r1, gpt-4.1, gemini 2.5
    🔗 t.me/g4f_channel

11. killianlucas/open-interpreter ⭐ 61,792
    A natural language interface for computers
    🔗 openinterpreter.com

12. facebookresearch/llama ⭐ 59,082
    Inference code for Llama models

13. unclecode/crawl4ai ⭐ 58,929
    AI-ready web crawling tailored for LLMs, AI agents, and data pipelines. Open source, flexible, and built for real-time performance, Crawl4AI empowers developers with unmatched speed, precision, and deployment ease.
    🔗 crawl4ai.com

14. imartinez/private-gpt ⭐ 57,072
    Interact with your documents using the power of GPT, 100% privately, no data leaks
    🔗 privategpt.dev

15. gpt-engineer-org/gpt-engineer ⭐ 55,205
    CLI platform to experiment with codegen. Precursor to: https://lovable.dev

16. pathwaycom/llm-app ⭐ 54,566
    Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.
    🔗 pathway.com/developers/templates

17. karpathy/nanoGPT ⭐ 52,283
    The simplest, fastest repository for training/finetuning medium-sized GPTs.

18. xai-org/grok-1 ⭐ 51,370
    This repository contains JAX example code for loading and running the Grok-1 open-weights model.

19. unslothai/unsloth ⭐ 51,098
    Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM.
    🔗 unsloth.ai/docs

20. oobabooga/text-generation-webui ⭐ 45,923
    The definitive Web UI for local AI, with powerful features and easy setup.
    🔗 oobabooga.gumroad.com/l/deep_reason

21. hpcaitech/ColossalAI ⭐ 41,330
    Making large AI models cheaper, faster and more accessible
    🔗 www.colossalai.org

22. thudm/ChatGLM-6B ⭐ 41,222
    ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

23. karpathy/nanochat ⭐ 40,732
    A full-stack implementation of an LLM like ChatGPT in a single, clean, minimal, hackable, dependency-lite codebase

24. exo-explore/exo ⭐ 40,421
    Run your own AI cluster at home. Unify your existing devices into one powerful GPU: iPhone, iPad, Android, Mac, NVIDIA, Raspberry Pi etc

25. lm-sys/FastChat ⭐ 39,381
    An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

26. quivrhq/quivr ⭐ 38,879
    Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.
    🔗 core.quivr.com

27. danielmiessler/Fabric ⭐ 38,472
    Fabric is an open-source framework for augmenting humans using AI. It provides a modular system for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.
    🔗 danielmiessler.com/p/fabric-origin-story

28. laion-ai/Open-Assistant ⭐ 37,468
    OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
    🔗 open-assistant.io

29. berriai/litellm ⭐ 34,399
    Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM]
    🔗 docs.litellm.ai/docs

30. moymix/TaskMatrix ⭐ 34,284
    Connects ChatGPT and a series of Visual Foundation Models to enable sending and receiving images during chatting.

31. pythagora-io/gpt-pilot ⭐ 33,749
    The first real AI developer

32. khoj-ai/khoj ⭐ 32,272
    Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI
    🔗 khoj.dev

33. stanfordnlp/dspy ⭐ 31,759
    DSPy: The framework for programming—not prompting—language models
    🔗 dspy.ai

34. anthropics/claude-cookbooks ⭐ 31,709
    Provides code and guides designed to help developers build with Claude, offering copy-able code snippets that you can easily integrate into your own projects.

35. microsoft/graphrag ⭐ 30,500
    A modular graph-based Retrieval-Augmented Generation (RAG) system
    🔗 microsoft.github.io/graphrag

36. tatsu-lab/stanford_alpaca ⭐ 30,273
    Code and documentation to train Stanford's Alpaca models, and generate the data.
    🔗 crfm.stanford.edu/2023/03/13/alpaca.html

37. meta-llama/llama3 ⭐ 29,193
    The official Meta Llama 3 GitHub site

38. karpathy/llm.c ⭐ 28,693
    LLM training in simple, pure C/CUDA. There is no need for 245MB of PyTorch or 107MB of cPython

39. microsoft/semantic-kernel ⭐ 27,079
    An SDK that integrates LLMs like OpenAI, Azure OpenAI, and Hugging Face with conventional programming languages like C#, Python, and Java
    🔗 aka.ms/semantic-kernel

40. qwenlm/Qwen3 ⭐ 26,271
    Qwen3 is the large language model series developed by Qwen team, Alibaba Cloud.

41. huggingface/open-r1 ⭐ 25,840
    The goal of this repo is to build the missing pieces of the R1 pipeline such that everybody can reproduce and build on top of it

42. microsoft/BitNet ⭐ 25,810
    Official inference framework for 1-bit LLMs (e.g., BitNet b1.58). It offers a suite of optimized kernels, that support fast and lossless inference of 1.58-bit models

43. vision-cair/MiniGPT-4 ⭐ 25,765
    Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
    🔗 minigpt-4.github.io

44. cinnamon/kotaemon ⭐ 24,865
    An open-source RAG UI for chatting with your documents. Built with both end users and developers in mind
    🔗 cinnamon.github.io/kotaemon

45. openai/gpt-2 ⭐ 24,567
    Code for the paper "Language Models are Unsupervised Multitask Learners"
    🔗 openai.com/blog/better-language-models

46. microsoft/JARVIS ⭐ 24,513
    JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

47. haotian-liu/LLaVA ⭐ 24,364
    [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
    🔗 llava.hliu.cc

48. nirdiamant/RAG_Techniques ⭐ 24,339
    The most comprehensive and dynamic collections of Retrieval-Augmented Generation (RAG) tutorials available today. This repository serves as a hub for cutting-edge techniques aimed at enhancing the accuracy, efficiency, and contextual richness of RAG systems.

49. deepset-ai/haystack ⭐ 23,959
    AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversatio...
    🔗 haystack.deepset.ai

50. google/langextract ⭐ 23,629
    Library that uses LLMs to extract structured information from unstructured text documents based on user-defined instructions
    🔗 pypi.org/project/langextract

51. karpathy/minGPT ⭐ 23,333
    A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

52. sgl-project/sglang ⭐ 22,668
    SGLang is a high-performance serving framework for large language models and multimodal models.
    🔗 sglang.io

53. vanna-ai/vanna ⭐ 22,377
    RAG (Retrieval-Augmented Generation) framework for SQL generation and related functionality.
    🔗 vanna.ai/docs

54. mlc-ai/mlc-llm ⭐ 21,931
    Universal LLM Deployment Engine with ML Compilation
    🔗 llm.mlc.ai

55. dao-ailab/flash-attention ⭐ 21,806
    Fast and memory-efficient exact attention

56. modelcontextprotocol/python-sdk ⭐ 21,299
    The Model Context Protocol allows applications to provide context for LLMs in a standardized way, separating the concerns of providing context from the actual LLM interaction.
    🔗 modelcontextprotocol.github.io/python-sdk

57. openai/chatgpt-retrieval-plugin ⭐ 21,229
    The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.

58. guidance-ai/guidance ⭐ 21,221
    A guidance language for controlling large language models.

59. rasahq/rasa ⭐ 20,993
    💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
    🔗 rasa.com/docs/rasa

60. huggingface/peft ⭐ 20,514
    🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
    🔗 huggingface.co/docs/peft

61. qwenlm/Qwen ⭐ 20,214
    The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

62. skyvern-ai/skyvern ⭐ 20,197
    Skyvern automates browser-based workflows using LLMs and computer vision. It provides a simple API endpoint to fully automate manual workflows, replacing brittle or unreliable automation solutions.
    🔗 www.skyvern.com

63. stitionai/devika ⭐ 19,489
    Devika is an advanced AI software engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective.
    🔗 opcode.sh

64. karpathy/llama2.c ⭐ 19,130
    Inference Llama 2 in one file of pure C

65. tloen/alpaca-lora ⭐ 18,980
    Instruct-tune LLaMA on consumer hardware

66. volcengine/verl ⭐ 18,644
    veRL is a flexible, efficient and production-ready RL training library for large language models (LLMs).
    🔗 verl.readthedocs.io/en/latest/index.html

67. facebookresearch/llama-cookbook ⭐ 18,166
    Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services
    🔗 www.llama.com

68. openai/evals ⭐ 17,586
    Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

69. idea-research/Grounded-Segment-Anything ⭐ 17,359
    Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
    🔗 arxiv.org/abs/2401.14159

70. mlc-ai/web-llm ⭐ 17,171
    High-performance In-browser LLM Inference Engine
    🔗 webllm.mlc.ai

71. transformeroptimus/SuperAGI ⭐ 17,105
    <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
    🔗 superagi.com

72. kvcache-ai/ktransformers ⭐ 16,385
    A Flexible Framework for LLM Inference Optimizations - allows researchers to replace original torch modules with optimized variants
    🔗 kvcache-ai.github.io/ktransformers

73. facebookresearch/codellama ⭐ 16,357
    Inference code for CodeLlama models

74. mayooear/ai-pdf-chatbot-langchain ⭐ 16,314
    AI PDF chatbot agent built with LangChain & LangGraph
    🔗 www.youtube.com/watch?v=of6soldiewu

75. thudm/ChatGLM2-6B ⭐ 15,680
    ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型

76. nvidia/Megatron-LM ⭐ 14,998
    Ongoing research training transformer models at scale
    🔗 docs.nvidia.com/megatron-core/developer-guide/latest/get-started/quickstart.html

77. qwenlm/Qwen3-Coder ⭐ 14,967
    Qwen3-Coder is the code version of Qwen3, the large language model series developed by Qwen team, Alibaba Cloud.

78. fauxpilot/fauxpilot ⭐ 14,759
    FauxPilot - an open-source alternative to GitHub Copilot server

79. llmware-ai/llmware ⭐ 14,460
    Unified framework for building enterprise RAG pipelines with small, specialized models
    🔗 llmware-ai.github.io/llmware

80. blinkdl/RWKV-LM ⭐ 14,321
    RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and f...

81. swivid/F5-TTS ⭐ 13,999
    Official code for "F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching"
    🔗 arxiv.org/abs/2410.06885

82. karpathy/llm-council ⭐ 13,742
    LLM Council works together to answer your hardest questions

83. anthropics/claude-quickstarts ⭐ 13,639
    A collection of projects designed to help developers quickly get started with building applications using the Anthropic API. Each quickstart provides a foundation that you can easily build upon and customize for your specific needs.

84. canner/WrenAI ⭐ 13,527
    Open-source GenBI AI Agent that empowers data-driven teams to chat with their data to generate Text-to-SQL, charts, spreadsheets, reports, and BI.
    🔗 getwren.ai/oss

85. andrewyng/aisuite ⭐ 13,384
    Simple, unified interface to multiple Generative AI providers. aisuite makes it easy for developers to use multiple LLM through a standardized interface.

86. dottxt-ai/outlines ⭐ 13,289
    Structured Text Generation from LLMs
    🔗 dottxt-ai.github.io/outlines

87. microsoft/LoRA ⭐ 13,196
    Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
    🔗 arxiv.org/abs/2106.09685

88. lightning-ai/litgpt ⭐ 13,116
    20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
    🔗 lightning.ai

89. lightning-ai/litgpt ⭐ 13,116
    20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
    🔗 lightning.ai

90. qwenlm/Qwen-Agent ⭐ 13,021
    Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
    🔗 pypi.org/project/qwen-agent

91. paddlepaddle/PaddleNLP ⭐ 12,904
    Easy-to-use and powerful LLM and SLM library with awesome model zoo.
    🔗 paddlenlp.readthedocs.io

92. shishirpatil/gorilla ⭐ 12,697
    Enables LLMs to use tools by invoking APIs. Given a query, Gorilla comes up with the semantically and syntactically correct API.
    🔗 gorilla.cs.berkeley.edu

93. jiayi-pan/TinyZero ⭐ 12,624
    TinyZero is a reproduction of DeepSeek R1 Zero in countdown and multiplication tasks.

94. explodinggradients/ragas ⭐ 12,352
    Supercharge Your LLM Application Evaluations 🚀
    🔗 docs.ragas.io

95. modelscope/ms-swift ⭐ 12,316
    Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3, Qwen3-MoE, DeepSeek-R1, GLM4.5, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Llava, Phi4, ...) (AAAI 2025).
    🔗 swift.readthedocs.io/zh-cn/v3.12

96. sapientinc/HRM ⭐ 12,274
    Hierarchical Reasoning Model (HRM), a novel recurrent architecture that attains significant computational depth while maintaining both training stability and efficiency
    🔗 sapient.inc

97. google-research/vision_transformer ⭐ 12,247
    Vision Transformer and MLP-Mixer Architectures

98. instructor-ai/instructor ⭐ 12,199
    Instructor is a Python library that makes it a breeze to work with structured outputs from large language models (LLMs). Built on top of Pydantic, it provides a simple, transparent, and user-friendly API to manage validation, retries, and streaming responses.
    🔗 python.useinstructor.com

99. openlmlab/MOSS ⭐ 12,076
    An open-source tool-augmented conversational language model from Fudan University
    🔗 txsun1997.github.io/blogs/moss.html

100. h2oai/h2ogpt ⭐ 12,004
     Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://gpt-docs.h2o.ai/
     🔗 h2o.ai

101. gibsonai/Memori ⭐ 11,861
     Memori enables any LLM to remember conversations, learn from interactions, and maintain context across sessions
     🔗 memorilabs.ai

102. chainlit/chainlit ⭐ 11,430
     Build Conversational AI in minutes ⚡️
     🔗 docs.chainlit.io

103. topoteretes/cognee ⭐ 11,265
     Memory for AI Agents in 6 lines of code
     🔗 www.cognee.ai

104. eleutherai/lm-evaluation-harness ⭐ 11,265
     A framework for few-shot evaluation of language models.
     🔗 www.eleuther.ai

105. axolotl-ai-cloud/axolotl ⭐ 11,143
     Go ahead and axolotl questions
     🔗 docs.axolotl.ai

106. geeeekexplorer/nano-vllm ⭐ 11,017
     A lightweight vLLM implementation built from scratch.

107. microsoft/promptflow ⭐ 11,001
     Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
     🔗 microsoft.github.io/promptflow

108. artidoro/qlora ⭐ 10,821
     QLoRA: Efficient Finetuning of Quantized LLMs
     🔗 arxiv.org/abs/2305.14314

109. databrickslabs/dolly ⭐ 10,802
     Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform
     🔗 www.databricks.com/blog/2023/03/24/hello-dolly-democratizing-magic-chatgpt-open-models.html

110. mistralai/mistral-inference ⭐ 10,632
     Official inference library for Mistral models
     🔗 mistral.ai

111. e2b-dev/E2B ⭐ 10,604
     E2B is an open-source infrastructure that allows you to run AI-generated code in secure isolated sandboxes in the cloud
     🔗 e2b.dev/docs

112. karpathy/minbpe ⭐ 10,284
     Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

113. promptfoo/promptfoo ⭐ 10,096
     Test your prompts, agents, and RAGs. AI Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.
     🔗 promptfoo.dev

114. pipecat-ai/pipecat ⭐ 9,974
     Open Source framework for voice and multimodal conversational AI
     🔗 pipecat.ai

115. abetlen/llama-cpp-python ⭐ 9,922
     Simple Python bindings for @ggerganov's llama.cpp library.
     🔗 llama-cpp-python.readthedocs.io

116. mshumer/gpt-prompt-engineer ⭐ 9,631
     Simply input a description of your task and some test cases, and the system will generate, test, and rank a multitude of prompts to find the ones that perform the best.

117. blinkdl/ChatRWKV ⭐ 9,511
     ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

118. skypilot-org/skypilot ⭐ 9,367
     Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, 20+ clouds, or on-prem).
     🔗 docs.skypilot.co

119. vikhyat/moondream ⭐ 9,264
     A tiny open-source computer-vision language model designed to run efficiently on edge devices
     🔗 moondream.ai

120. jzhang38/TinyLlama ⭐ 8,878
     The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

121. vaibhavs10/insanely-fast-whisper ⭐ 8,787
     An opinionated CLI to transcribe Audio files w/ Whisper on-device! Powered by 🤗 Transformers, Optimum & flash-attn

122. thudm/CodeGeeX ⭐ 8,743
     CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)
     🔗 codegeex.cn

123. bytedance/Dolphin ⭐ 8,727
     A novel multimodal document image parsing model following an analyze-then-parse paradigm

124. lyogavin/airllm ⭐ 8,713
     AirLLM optimizes inference memory usage, allowing 70B large language models to run inference on a single 4GB GPU card without quantization, distillation and pruning. And you can run 405B Llama3.1 on 8GB vram now.

125. apple/ml-ferret ⭐ 8,676
     Ferret: Refer and Ground Anything Anywhere at Any Granularity

126. sjtu-ipads/PowerInfer ⭐ 8,591
     High-speed Large Language Model Serving for Local Deployment

127. optimalscale/LMFlow ⭐ 8,502
     An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
     🔗 optimalscale.github.io/lmflow

128. eleutherai/gpt-neo ⭐ 8,288
     An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.
     🔗 www.eleuther.ai

129. lianjiatech/BELLE ⭐ 8,284
     BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）

130. future-house/paper-qa ⭐ 8,025
     High-accuracy retrieval augmented generation (RAG) on PDFs or text files, with a focus on the scientific literature
     🔗 futurehouse.gitbook.io/futurehouse-cookbook

131. plachtaa/VALL-E-X ⭐ 7,959
     An open source implementation of Microsoft's VALL-E X zero-shot TTS model. Demo is available in https://plachtaa.github.io/vallex/

132. zilliztech/GPTCache ⭐ 7,913
     Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
     🔗 gptcache.readthedocs.io

133. 01-ai/Yi ⭐ 7,846
     The Yi series models are the next generation of open-source large language models trained from scratch by 01.AI.
     🔗 01.ai

134. thudm/GLM-130B ⭐ 7,677
     GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)

135. sweepai/sweep ⭐ 7,628
     Sweep: AI coding assistant for JetBrains
     🔗 sweep.dev

136. bigcode-project/starcoder ⭐ 7,534
     Home of StarCoder: fine-tuning & inference!

137. vectifyai/PageIndex ⭐ 7,532
     A document indexing system that builds search tree structures from long documents, making them ready for reasoning-based RAG
     🔗 pageindex.ai

138. openlm-research/open_llama ⭐ 7,529
     OpenLLaMA: An Open Reproduction of LLaMA

139. weaviate/Verba ⭐ 7,525
     Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

140. boundaryml/baml ⭐ 7,442
     The AI framework that adds the engineering to prompt engineering (Python/TS/Ruby/Java/C#/Rust/Go compatible)
     🔗 docs.boundaryml.com

141. eleutherai/gpt-neox ⭐ 7,370
     An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
     🔗 www.eleuther.ai

142. mit-han-lab/streaming-llm ⭐ 7,172
     [ICLR 2024] Efficient Streaming Language Models with Attention Sinks
     🔗 arxiv.org/abs/2309.17453

143. bhaskatripathi/pdfGPT ⭐ 7,168
     PDF GPT allows you to chat with the contents of your PDF file by using GPT capabilities. The most effective open source solution to turn your pdf files in a chatbot!
     🔗 huggingface.co/spaces/bhaskartripathi/pdfchatter

144. apple/ml-fastvlm ⭐ 7,167
     FastVLM: Efficient Vision Encoding for Vision Language Models

145. internlm/InternLM ⭐ 7,142
     Official release of InternLM series (InternLM, InternLM2, InternLM2.5, InternLM3).
     🔗 internlm.readthedocs.io

146. apple/corenet ⭐ 7,021
     CoreNet is a deep neural network toolkit that allows researchers and engineers to train standard and novel small and large-scale models for variety of tasks, including foundation models (e.g., CLIP and LLM), object classification, object detection, and semantic segmentation.

147. nirdiamant/Prompt_Engineering ⭐ 7,013
     A comprehensive collection of tutorials and implementations for Prompt Engineering techniques, ranging from fundamental concepts to advanced strategies.

148. k-dense-ai/claude-scientific-skills ⭐ 6,957
     A set of ready to use scientific skills for Claude
     🔗 k-dense.ai

149. anthropics/knowledge-work-plugins ⭐ 6,910
     Knowledge Work Plugins that turn Claude into a specialist for your role, team, and company

150. lmcache/LMCache ⭐ 6,765
     LMCache is an LLM serving engine extension to reduce TTFT and increase throughput, especially under long-context scenarios
     🔗 lmcache.ai

151. langchain-ai/opengpts ⭐ 6,757
     An open source effort to create a similar experience to OpenAI's GPTs and Assistants API.

152. arcee-ai/mergekit ⭐ 6,705
     Tools for merging pretrained large language models.

153. minedojo/Voyager ⭐ 6,616
     An Open-Ended Embodied Agent with Large Language Models
     🔗 voyager.minedojo.org

154. open-compass/opencompass ⭐ 6,595
     OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.
     🔗 opencompass.org.cn

155. run-llama/rags ⭐ 6,532
     RAGs is a Streamlit app that lets you create a RAG pipeline from a data source using natural language.

156. qwenlm/Qwen-VL ⭐ 6,499
     The official repo of Qwen-VL (通义千问-VL) chat & pretrained large vision language model proposed by Alibaba Cloud.

157. yuliang-liu/MonkeyOCR ⭐ 6,447
     A lightweight LMM-based Document Parsing Model with a Structure-Recognition-Relation Triplet Paradigm

158. nat/openplayground ⭐ 6,370
     An LLM playground you can run on your laptop

159. guardrails-ai/guardrails ⭐ 6,300
     Open-source Python package for specifying structure and type, validating and correcting the outputs of large language models (LLMs)
     🔗 www.guardrailsai.com/docs

160. allenai/OLMo ⭐ 6,294
     OLMo is a repository for training and using AI2's state-of-the-art open language models. It is designed by scientists, for scientists.
     🔗 allenai.org/olmo

161. langchain-ai/chat-langchain ⭐ 6,228
     Locally hosted chatbot specifically focused on question answering over the LangChain documentation
     🔗 chat.langchain.com

162. pytorch-labs/gpt-fast ⭐ 6,181
     Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

163. lightning-ai/lit-llama ⭐ 6,093
     Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

164. linkedin/Liger-Kernel ⭐ 6,065
     Efficient Triton Kernels for LLM Training
     🔗 linkedin.github.io/liger-kernel

165. microsoft/LLMLingua ⭐ 5,784
     [EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.
     🔗 llmlingua.com

166. microsoft/promptbase ⭐ 5,726
     promptbase is an evolving collection of resources, best practices, and example scripts for eliciting the best performance from foundation models.

167. meta-pytorch/torchtune ⭐ 5,650
     a PyTorch library for easily authoring, post-training, and experimenting with recipes for SFT, knowledge distillation, DPO, PPO, GRPO, and quantization-aware training
     🔗 pytorch.org/torchtune/main

168. nvidia/Guardrails ⭐ 5,538
     NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
     🔗 docs.nvidia.com/nemo/guardrails/latest/index.html

169. openbmb/ToolBench ⭐ 5,492
     [ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.
     🔗 openbmb.github.io/toolbench

170. dsdanielpark/Bard-API ⭐ 5,226
     The unofficial python package that returns response of Google Bard through cookie value.
     🔗 pypi.org/project/bardapi

171. katanaml/sparrow ⭐ 5,097
     Sparrow is a solution for efficient data extraction and processing from various documents and images like invoices and receipts
     🔗 sparrow.katanaml.io

172. agiresearch/AIOS ⭐ 4,967
     AIOS, a Large Language Model (LLM) Agent operating system, embeds large language model into Operating Systems (OS) as the brain of the OS, enabling an operating system "with soul" -- an important step towards AGI.
     🔗 docs.aios.foundation

173. togethercomputer/RedPajama-Data ⭐ 4,922
     The RedPajama-Data repository contains code for preparing large datasets for training large language models.

174. 1rgs/jsonformer ⭐ 4,891
     A Bulletproof Way to Generate Structured JSON from Language Models

175. h2oai/h2o-llmstudio ⭐ 4,781
     H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/
     🔗 h2o.ai

176. flashinfer-ai/flashinfer ⭐ 4,744
     FlashInfer is a library and kernel generator for Large Language Models that provides high-performance implementation of LLM GPU kernels such as FlashAttention, SparseAttention, PageAttention, Sampling
     🔗 flashinfer.ai

177. kiln-ai/Kiln ⭐ 4,593
     Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.
     🔗 kiln.tech

178. vllm-project/aibrix ⭐ 4,584
     AIBrix delivers a cloud-native solution optimized for deploying, managing, and scaling large language model (LLM) inference, tailored specifically to enterprise needs.

179. kyegomez/tree-of-thoughts ⭐ 4,564
     Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%
     🔗 discord.gg/qutxnk2nmf

180. yizhongw/self-instruct ⭐ 4,563
     Aligning pretrained language models with instruction data generated by themselves.

181. lm-sys/RouteLLM ⭐ 4,553
     A framework for serving and evaluating LLM routers - save LLM costs without compromising quality

182. marker-inc-korea/AutoRAG ⭐ 4,541
     AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
     🔗 marker-inc-korea.github.io/autorag

183. microsoft/BioGPT ⭐ 4,486
     Implementation of BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining

184. hiyouga/EasyR1 ⭐ 4,475
     EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL
     🔗 verl.readthedocs.io

185. llm-attacks/llm-attacks ⭐ 4,460
     This is the official repository for "Universal and Transferable Adversarial Attacks on Aligned Language Models"
     🔗 llm-attacks.org

186. turboderp/exllamav2 ⭐ 4,425
     A fast inference library for running LLMs locally on modern consumer-class GPUs

187. huggingface/text-embeddings-inference ⭐ 4,417
     A blazing fast inference solution for text embeddings models
     🔗 huggingface.co/docs/text-embeddings-inference/quick_tour

188. ragapp/ragapp ⭐ 4,393
     The easiest way to use Agentic RAG in any enterprise

189. instruction-tuning-with-gpt-4/GPT-4-LLM ⭐ 4,342
     Instruction Tuning with GPT-4
     🔗 instruction-tuning-with-gpt-4.github.io

190. openai/simple-evals ⭐ 4,314
     Lightweight library for evaluating language models

191. truefoundry/cognita ⭐ 4,314
     RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
     🔗 cognita.truefoundry.com

192. neo4j-labs/llm-graph-builder ⭐ 4,294
     Transform unstructured data into a structured Knowledge Graph stored in Neo4j with LLMs
     🔗 llm-graph-builder.neo4jlabs.com

193. p-e-w/heretic ⭐ 4,286
     Heretic is a tool that removes censorship from transformer-based LLMs without post-training

194. microsoft/LMOps ⭐ 4,262
     General technology for enabling AI capabilities w/ LLMs and MLLMs
     🔗 aka.ms/generalai

195. pytorch/executorch ⭐ 4,182
     An end-to-end solution for enabling on-device inference capabilities across mobile and edge devices including wearables, embedded devices and microcontrollers. It is part of the PyTorch Edge ecosystem and enables efficient deployment of PyTorch models to edge devices.
     🔗 executorch.ai

196. mshumer/gpt-llm-trainer ⭐ 4,168
     Input a description of your task, and the system will generate a dataset, parse it, and fine-tune a LLaMA 2 model for you

197. openai/harmony ⭐ 4,149
     Renderer for the harmony response format to be used with gpt-oss

198. eth-sri/lmql ⭐ 4,136
     A language for constraint-guided and efficient LLM programming.
     🔗 lmql.ai

199. deep-agent/R1-V ⭐ 4,025
     We are building a general framework for Reinforcement Learning with Verifiable Rewards (RLVR) in VLM. RLVR outperforms chain-of-thought supervised fine-tuning (CoT-SFT) in both effectiveness and out-of-distribution (OOD) robustness for vision language models.

200. sylphai-inc/AdalFlow ⭐ 3,998
     Unified auto-differentiative framework for both zero-shot prompt optimization and few-shot optimization. It advances existing auto-optimization research, including Text-Grad and DsPy
     🔗 adalflow.sylph.ai

201. defog-ai/sqlcoder ⭐ 3,990
     SoTA LLM for converting natural language questions to SQL queries

202. meta-llama/PurpleLlama ⭐ 3,988
     Set of tools to assess and improve LLM security. An umbrella project to bring together tools and evals to help the community build responsibly with open genai models.

203. bclavie/RAGatouille ⭐ 3,828
     Bridging the gap between state-of-the-art research and alchemical RAG pipeline practices.

204. ravenscroftj/turbopilot ⭐ 3,808
     Turbopilot is an open source large-language-model based code completion engine that runs locally on CPU

205. lightning-ai/LitServe ⭐ 3,790
     A minimal Python framework for building custom AI inference servers with full control over logic, batching, and scaling.
     🔗 lightning.ai/litserve?utm_source=litserve_readme&utm_medium=referral&utm_campaign=litserve_readme

206. agenta-ai/agenta ⭐ 3,787
     The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.
     🔗 www.agenta.ai

207. microsoft/PromptWizard ⭐ 3,744
     PromptWizard is a discrete prompt optimization framework that employs a self-evolving mechanism where the LLM generates, critiques, and refines its own prompts and examples

208. mmabrouk/llm-workflow-engine ⭐ 3,718
     Power CLI and Workflow manager for LLMs (core package)

209. predibase/lorax ⭐ 3,682
     Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
     🔗 loraexchange.ai

210. next-gpt/NExT-GPT ⭐ 3,614
     Code and models for ICML 2024 paper, NExT-GPT: Any-to-Any Multimodal Large Language Model
     🔗 next-gpt.github.io

211. evolvinglmms-lab/lmms-eval ⭐ 3,588
     One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks
     🔗 www.lmms-lab.com

212. huggingface/smollm ⭐ 3,575
     Everything about the SmolLM and SmolVLM family of models
     🔗 huggingface.co/huggingfacetb

213. verazuo/jailbreak_llms ⭐ 3,534
     Official repo for the ACM CCS 2024 paper "Do Anything Now'': Characterizing and Evaluating In-The-Wild Jailbreak Prompts
     🔗 jailbreak-llms.xinyueshen.me

214. minimaxir/simpleaichat ⭐ 3,520
     Python package for easily interfacing with chat apps, with robust features and minimal code complexity.

215. iryna-kondr/scikit-llm ⭐ 3,491
     Seamlessly integrate LLMs into scikit-learn.
     🔗 beastbyte.ai

216. jaymody/picoGPT ⭐ 3,438
     An unnecessarily tiny implementation of GPT-2 in NumPy.

217. mit-han-lab/llm-awq ⭐ 3,424
     AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

218. minimaxir/gpt-2-simple ⭐ 3,406
     Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts

219. novasky-ai/SkyThought ⭐ 3,369
     Sky-T1: Train your own O1 preview model within $450
     🔗 novasky-ai.github.io

220. deep-diver/LLM-As-Chatbot ⭐ 3,332
     LLM as a Chatbot Service

221. zou-group/textgrad ⭐ 3,319
     TextGrad is a framework building automatic differentiation by implementing backpropagation through text feedback provided by LLMs, strongly building on the gradient metaphor.
     🔗 textgrad.com

222. luodian/Otter ⭐ 3,286
     🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.
     🔗 otter-ntu.github.io

223. ruc-nlpir/FlashRAG ⭐ 3,277
     FlashRAG is a Python toolkit for the reproduction and development of RAG research. Our toolkit includes 36 pre-processed benchmark RAG datasets and 15 state-of-the-art RAG algorithms.
     🔗 arxiv.org/abs/2405.13576

224. deepseek-ai/Engram ⭐ 3,252
     Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models.

225. googleapis/python-genai ⭐ 3,251
     Google Gen AI Python SDK provides an interface for developers to integrate Google's generative models into their Python applications.
     🔗 googleapis.github.io/python-genai

226. cohere-ai/cohere-toolkit ⭐ 3,156
     Cohere Toolkit is a collection of prebuilt components enabling users to quickly build and deploy RAG applications.

227. microsoft/torchscale ⭐ 3,132
     Foundation Architecture for (M)LLMs
     🔗 aka.ms/generalai

228. mistralai/mistral-finetune ⭐ 3,068
     A light-weight codebase that enables memory-efficient and performant finetuning of Mistral's models. It is based on LoRA.

229. argilla-io/distilabel ⭐ 3,065
     Distilabel is the framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.
     🔗 distilabel.argilla.io

230. truera/trulens ⭐ 3,057
     Evaluation and Tracking for LLM Experiments and AI Agents
     🔗 www.trulens.org

231. noahshinn/reflexion ⭐ 3,042
     [NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning

232. hegelai/prompttools ⭐ 2,998
     Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).
     🔗 prompttools.readthedocs.io

233. li-plus/chatglm.cpp ⭐ 2,968
     C++ implementation of ChatGLM-6B & ChatGLM2-6B & ChatGLM3 & GLM4(V)

234. freedomintelligence/LLMZoo ⭐ 2,951
     ⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡

235. baichuan-inc/Baichuan-13B ⭐ 2,950
     A 13B large language model developed by Baichuan Intelligent Technology
     🔗 huggingface.co/baichuan-inc/baichuan-13b-chat

236. eladlev/AutoPrompt ⭐ 2,915
     A prompt optimization framework designed to enhance and perfect your prompts for real-world use cases

237. deepseek-ai/DualPipe ⭐ 2,910
     DualPipe is an innovative bidirectional pipeline parallelism algorithm introduced in the DeepSeek-V3 Technical Report.

238. alpha-vllm/LLaMA2-Accessory ⭐ 2,801
     An Open-source Toolkit for LLM Development
     🔗 llama2-accessory.readthedocs.io

239. juncongmoo/pyllama ⭐ 2,799
     LLaMA: Open and Efficient Foundation Language Models

240. janhq/cortex.cpp ⭐ 2,761
     Cortex is a Local AI API Platform that is used to run and customize LLMs.
     🔗 cortex.so

241. langwatch/langwatch ⭐ 2,742
     LangWatch is an open platform for Observing, Evaluating and Optimizing your LLM and Agentic applications.
     🔗 langwatch.ai

242. paperswithcode/galai ⭐ 2,738
     Model API for GALACTICA

243. roboflow/maestro ⭐ 2,656
     streamline the fine-tuning process for multimodal models: PaliGemma 2, Florence-2, and Qwen2.5-VL
     🔗 maestro.roboflow.com

244. vllm-project/llm-compressor ⭐ 2,615
     Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM
     🔗 docs.vllm.ai/projects/llm-compressor

245. spcl/graph-of-thoughts ⭐ 2,587
     Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"
     🔗 arxiv.org/pdf/2308.09687.pdf

246. intel/neural-compressor ⭐ 2,573
     SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, and ONNX Runtime
     🔗 intel.github.io/neural-compressor

247. ofa-sys/OFA ⭐ 2,552
     Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

248. young-geng/EasyLM ⭐ 2,507
     Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.

249. huggingface/nanotron ⭐ 2,479
     Minimalistic large language model 3D-parallelism training

250. illuin-tech/colpali ⭐ 2,468
     Code used for training the vision retrievers in the ColPali: Efficient Document Retrieval with Vision Language Models paper
     🔗 huggingface.co/vidore

251. protectai/llm-guard ⭐ 2,442
     Sanitization, detection of harmful language, prevention of data leakage, and resistance against prompt injection attacks for LLMs
     🔗 protectai.github.io/llm-guard

252. azure-samples/graphrag-accelerator ⭐ 2,410
     One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure
     🔗 github.com/microsoft/graphrag

253. civitai/sd_civitai_extension ⭐ 2,379
     All of the Civitai models inside Automatic 1111 Stable Diffusion Web UI

254. uptrain-ai/uptrain ⭐ 2,338
     An open-source unified platform to evaluate and improve Generative AI applications. Provide grades for 20+ preconfigured evaluations (covering language, code, embedding use cases)
     🔗 uptrain.ai

255. facebookresearch/large_concept_model ⭐ 2,330
     Large Concept Models: Language modeling in a sentence representation space

256. akariasai/self-rag ⭐ 2,307
     This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.
     🔗 selfrag.github.io

257. casper-hansen/AutoAWQ ⭐ 2,307
     AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:
     🔗 casper-hansen.github.io/autoawq

258. huggingface/lighteval ⭐ 2,280
     LightEval is a lightweight LLM evaluation suite that Hugging Face has been using internally with the recently released LLM data processing library datatrove and LLM training library nanotron.
     🔗 huggingface.co/docs/lighteval/en/index

259. ist-daslab/gptq ⭐ 2,247
     Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".
     🔗 arxiv.org/abs/2210.17323

260. microsoft/Megatron-DeepSpeed ⭐ 2,220
     Ongoing research training transformer language models at scale, including: BERT & GPT-2

261. gepa-ai/gepa ⭐ 2,154
     GEPA (Genetic-Pareto) is a framework for optimizing arbitrary systems composed of text components—like AI prompts, code snippets, or textual specs—against any evaluation metric

262. epfllm/meditron ⭐ 2,136
     Meditron is a suite of open-source medical Large Language Models (LLMs).
     🔗 huggingface.co/epfl-llm

263. tairov/llama2.mojo ⭐ 2,115
     Inference Llama 2 in one file of pure 🔥
     🔗 www.modular.com/blog/community-spotlight-how-i-built-llama2-by-aydyn-tairov

264. ai-hypercomputer/maxtext ⭐ 2,106
     MaxText is a high performance, highly scalable, open-source LLM written in pure Python/Jax and targeting Google Cloud TPUs and GPUs for training and inference.
     🔗 maxtext.readthedocs.io

265. facebookresearch/chameleon ⭐ 2,081
     Repository for Meta Chameleon, a mixed-modal early-fusion foundation model from FAIR.
     🔗 arxiv.org/abs/2405.09818

266. openai/image-gpt ⭐ 2,079
     Archived. Code and models from the paper "Generative Pretraining from Pixels"

267. lucidrains/toolformer-pytorch ⭐ 2,057
     Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI

268. google-gemini/genai-processors ⭐ 2,043
     GenAI Processors is a lightweight Python library that enables efficient, parallel content processing.

269. huggingface/picotron ⭐ 2,008
     Minimalist & most-hackable repository for pre-training Llama-like models with 4D Parallelism (Data, Tensor, Pipeline, Context parallel)

270. neulab/prompt2model ⭐ 2,006
     A system that takes a natural language task description to train a small special-purpose model that is conducive for deployment.

271. minishlab/model2vec ⭐ 1,988
     Model2Vec is a technique to turn any sentence transformer into a really small static model, reducing model size by 15x and making the models up to 500x faster, with a small drop in performance
     🔗 minish.ai/packages/model2vec

272. noamgat/lm-format-enforcer ⭐ 1,979
     Enforce the output format (JSON Schema, Regex etc) of a language model

273. agentops-ai/tokencost ⭐ 1,914
     Easy token price estimates for 400+ LLMs. TokenOps.
     🔗 agentops.ai

274. aiming-lab/SimpleMem ⭐ 1,871
     SimpleMem addresses the fundamental challenge of efficient long-term memory for LLM agents through a three-stage pipeline grounded in Semantic Lossless Compression.

275. qwenlm/Qwen-Audio ⭐ 1,865
     The official repo of Qwen-Audio (通义千问-Audio) chat & pretrained large audio language model proposed by Alibaba Cloud.

276. ray-project/llm-applications ⭐ 1,844
     A comprehensive guide to building RAG-based LLM applications for production.

277. openai/gpt-discord-bot ⭐ 1,831
     Example Discord bot written in Python that uses the completions API to have conversations with the text-davinci-003 model, and the moderations API to filter the messages.

278. jennyzzt/dgm ⭐ 1,800
     Self-improving system that iteratively modifies its own code and empirically validates each change

279. 1rgs/nanocode ⭐ 1,669
     Minimal Claude Code alternative. Single Python file, zero dependencies, ~250 lines.

280. alexzhang13/rlm ⭐ 1,668
     Recursive Language Models (RLMs) are a task-agnostic inference paradigm for language models (LMs) to handle near-infinite length contexts
     🔗 arxiv.org/abs/2512.24601v1

281. meetkai/functionary ⭐ 1,592
     Chat language model that can use tools and interpret the results

282. answerdotai/rerankers ⭐ 1,590
     Welcome to rerankers! Our goal is to provide users with a simple API to use any reranking models.

283. jina-ai/thinkgpt ⭐ 1,583
     Agent techniques to augment your LLM and push it beyong its limits

284. leochlon/pythea ⭐ 1,578
     Hallucination Risk Calculator & Prompt Re-engineering Toolkit (OpenAI-only)

285. run-llama/semtools ⭐ 1,563
     Semantic search and document parsing tools for the command line

286. chatarena/chatarena ⭐ 1,529
     ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

287. nirdiamant/Controllable-RAG-Agent ⭐ 1,529
     An advanced Retrieval-Augmented Generation (RAG) solution designed to tackle complex questions that simple semantic similarity-based retrieval cannot solve

288. run-llama/llama-lab ⭐ 1,514
     Llama Lab is a repo dedicated to building cutting-edge projects using LlamaIndex

289. mlc-ai/xgrammar ⭐ 1,502
     XGrammar is an open-source library for efficient, flexible, and portable structured generation. It supports general context-free grammar to enable a broad range of structures while bringing careful system optimizations to enable fast executions.
     🔗 xgrammar.mlc.ai/docs

290. cstankonrad/long_llama ⭐ 1,463
     LongLLaMA is a large language model capable of handling long contexts. It is based on OpenLLaMA and fine-tuned with the Focused Transformer (FoT) method.

291. farizrahman4u/loopgpt ⭐ 1,459
     Re-implementation of Auto-GPT as a python package, written with modularity and extensibility in mind.

292. sumandora/remove-refusals-with-transformers ⭐ 1,445
     A proof-of-concept implementation to remove refusals from an LLM model without using TransformerLens

293. mlfoundations/dclm ⭐ 1,409
     DataComp for Language Models

294. facebookresearch/MobileLLM ⭐ 1,405
     Training code of MobileLLM introduced in our work: "MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases"

295. protectai/rebuff ⭐ 1,399
     Rebuff is designed to protect AI applications from prompt injection (PI) attacks through a multi-layered defense
     🔗 playground.rebuff.ai

296. explosion/spacy-llm ⭐ 1,361
     🦙 Integrating LLMs into structured NLP pipelines
     🔗 spacy.io/usage/large-language-models

297. deepseek-ai/EPLB ⭐ 1,336
     Expert Parallelism Load Balancer across GPUs

298. keirp/automatic_prompt_engineer ⭐ 1,336
     This repo contains code for the paper "Large Language Models Are Human-Level Prompt Engineers"

299. hao-ai-lab/LookaheadDecoding ⭐ 1,315
     Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
     🔗 arxiv.org/abs/2402.02057

300. centerforaisafety/hle ⭐ 1,312
     Humanity's Last Exam (HLE) is a multi-modal benchmark at the frontier of human knowledge, designed to be the final closed-ended academic benchmark of its kind with broad subject coverage
     🔗 lastexam.ai

301. ray-project/ray-llm ⭐ 1,264
     RayLLM - LLMs on Ray (Archived). Read README for more info.
     🔗 docs.ray.io/en/latest

302. srush/MiniChain ⭐ 1,235
     A tiny library for coding with large language models.
     🔗 srush-minichain.hf.space

303. nousresearch/Hermes-Function-Calling ⭐ 1,188
     Code for the Hermes Pro Large Language Model to perform function calling based on the provided schema. It allows users to query the model and retrieve information related to stock prices, company fundamentals, financial statements

304. cagostino/npcpy ⭐ 1,177
     This repo leverages the power of LLMs to understand your natural language commands and questions, executing tasks, answering queries, and providing relevant information from local files and the web.

305. cyberark/FuzzyAI ⭐ 1,155
     A powerful tool for automated LLM fuzzing. It is designed to help developers and security researchers identify and mitigate potential jailbreaks in their LLM APIs.

306. ibm/Dromedary ⭐ 1,144
     Dromedary: towards helpful, ethical and reliable LLMs.

307. lupantech/chameleon-llm ⭐ 1,139
     Codes for "Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models".
     🔗 chameleon-llm.github.io

308. safety-research/bloom ⭐ 1,132
     Bloom generates evaluation suites that probe LLMs for specific behaviors (sycophancy, self-preservation, political bias, etc.)

309. utkusen/promptmap ⭐ 1,098
     Vulnerability scanning tool that automatically tests prompt injection attacks on your LLM applications. It analyzes your LLM system prompts, runs them, and sends attack prompts to them.

310. rlancemartin/auto-evaluator ⭐ 1,091
     Evaluation tool for LLM QA chains
     🔗 autoevaluator.langchain.com

311. datadreamer-dev/DataDreamer ⭐ 1,088
     DataDreamer is a powerful open-source Python library for prompting, synthetic data generation, and training workflows. It is designed to be simple, extremely efficient, and research-grade.
     🔗 datadreamer.dev

312. ctlllll/LLM-ToolMaker ⭐ 1,056
     Large Language Models as Tool Makers

313. wandb/weave ⭐ 1,047
     Weave is a toolkit for developing AI-powered applications, built by Weights & Biases.
     🔗 wandb.me/weave

314. prometheus-eval/prometheus-eval ⭐ 1,032
     Evaluate your LLM's response with Prometheus and GPT4 💯

315. pinecone-io/canopy ⭐ 1,027
     Retrieval Augmented Generation (RAG) framework and context engine powered by Pinecone
     🔗 www.pinecone.io

316. huggingface/optimum-nvidia ⭐ 1,027
     Optimum-NVIDIA delivers the best inference performance on the NVIDIA platform through Hugging Face. Run LLaMA 2 at 1,200 tokens/second (up to 28x faster than the framework)

317. microsoft/Llama-2-Onnx ⭐ 1,026
     A Microsoft optimized version of the Llama 2 model, available from Meta

318. nomic-ai/pygpt4all ⭐ 1,016
     Official supported Python bindings for llama.cpp + gpt4all
     🔗 nomic-ai.github.io/pygpt4all

319. langchain-ai/langsmith-cookbook ⭐ 997
     LangSmith is a platform for building production-grade LLM applications.
     🔗 langsmith-cookbook.vercel.app

320. ajndkr/lanarky ⭐ 995
     The web framework for building LLM microservices [deprecated]
     🔗 lanarky.ajndkr.com

321. likejazz/llama3.np ⭐ 992
     llama3.np is a pure NumPy implementation for Llama 3 model.

322. thinking-machines-lab/batch_invariant_ops ⭐ 951
     Defeating Nondeterminism in LLM Inference: fixing floating-point non-associativity

323. soulter/hugging-chat-api ⭐ 936
     HuggingChat Python API🤗

324. opengvlab/OmniQuant ⭐ 886
     [ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.

325. salesforceairesearch/promptomatix ⭐ 878
     An Automatic Prompt Optimization Framework. Structured approach to prompt optimization, ensuring consistency, cost-effectiveness, and high-quality outputs

326. bytedtsinghua-sia/MemAgent ⭐ 871
     A MemAgent framework that can be extrapolated to 3.5M, along with a training framework for RL training of any agent workflow.

327. safety-research/petri ⭐ 847
     Autonomously crafts environments, runs multi‑turn audits against a target model using human‑like messages and simulated tools, and then scores transcripts
     🔗 safety-research.github.io/petri

328. facebookresearch/cwm ⭐ 804
     Code World Model (CWM) is a 32-billion-parameter open-weights LLM, to advance research on code generation with world models.

329. tag-research/TAG-Bench ⭐ 766
     Table-Augmented Generation (TAG) is a unified and general-purpose paradigm for answering natural language questions over databases
     🔗 arxiv.org/pdf/2408.14717

330. meta-llama/prompt-ops ⭐ 752
     PDO (Prompt Duel Optimizer) - an efficient label-free prompt optimization method using dueling bandits and Thompson sampling

331. developersdigest/llm-api-engine ⭐ 750
     Build and deploy AI-powered APIs in seconds. This project allows you to create custom APIs that extract structured data from websites using natural language descriptions, powered by LLMs and web scraping technology.
     🔗 www.youtube.com/watch?v=8kuek1bo4mm

332. microsoft/sammo ⭐ 747
     A library for prompt engineering and optimization (SAMMO = Structure-aware Multi-Objective Metaprompt Optimization)

333. metauto-ai/agent-as-a-judge ⭐ 717
     👩‍⚖️ Agent-as-a-Judge: The Magic for Open-Endedness
     🔗 arxiv.org/pdf/2410.10934

334. microsoft/VPTQ ⭐ 674
     Extreme Low-bit Vector Post-Training Quantization for Large Language Models

335. modal-labs/llm-finetuning ⭐ 647
     Guide for fine-tuning Llama/Mistral/CodeLlama models and more

336. qixucen/atom ⭐ 637
     Atom of Thoughts (AoT) is a new reasoning framework that represents the solution as a composition of atomic questions. This approach transforms the reasoning process into a Markov process with atomic states

337. judahpaul16/gpt-home ⭐ 633
     ChatGPT at home! A better alternative to commercial smart home assistants, built on the Raspberry Pi using LiteLLM and LangGraph.
     🔗 hub.docker.com/r/judahpaul/gpt-home

338. huggingface/text-clustering ⭐ 592
     Easily embed, cluster and semantically label text datasets

339. deepseek-ai/DeepSeek-Prover-V1.5 ⭐ 553
     DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search

340. continuum-llms/chatgpt-memory ⭐ 535
     Allows to scale the ChatGPT API to multiple simultaneous sessions with infinite contextual and adaptive memory powered by GPT and Redis datastore.

341. codelion/adaptive-classifier ⭐ 526
     A flexible, adaptive classification system that allows for dynamic addition of new classes and continuous learning from examples. Built on top of transformers from HuggingFace, this library provides an easy-to-use interface for creating and updating text classifiers.

342. xaviviro/python-toon ⭐ 320
     A compact data format optimized for transmitting structured information to Large Language Models (LLMs) with 30-60% fewer tokens than JSON.

343. quotient-ai/judges ⭐ 316
     judges is a small library to use and create LLM-as-a-Judge evaluators. The purpose of judges is to have a curated set of LLM evaluators in a low-friction format across a variety of use cases

344. stanford-oval/suql ⭐ 296
     SUQL: Conversational Search over Structured and Unstructured Data with LLMs
     🔗 arxiv.org/abs/2311.09818

345. emissary-tech/legit-rag ⭐ 274
     A modular Retrieval-Augmented Generation (RAG) system built with FastAPI, Qdrant, and OpenAI.

346. dottxt-ai/outlines-core ⭐ 273
     Core functionality for structured generation, formerly implemented in Outlines, with a focus on performance and portability.
     🔗 docs.rs/outlines-core

347. jina-ai/llm-query-expansion ⭐ 64
     Query Expension for Better Query Embedding using LLMs

Math and Science

Mathematical, numerical and scientific libraries.

1. numpy/numpy ⭐ 31,307
   The fundamental package for scientific computing with Python.
   🔗 numpy.org

2. camdavidsonpilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers ⭐ 28,453
   aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
   🔗 camdavidsonpilon.github.io/probabilistic-programming-and-bayesian-methods-for-hackers

3. taichi-dev/taichi ⭐ 27,916
   Productive, portable, and performant GPU programming in Python: Taichi Lang is an open-source, imperative, parallel programming language for high-performance numerical computation.
   🔗 taichi-lang.org

4. experience-monks/math-as-code ⭐ 15,461
   This is a reference to ease developers into mathematical notation by showing comparisons with Python code

5. scipy/scipy ⭐ 14,389
   SciPy library main repository
   🔗 scipy.org

6. sympy/sympy ⭐ 14,338
   A computer algebra system written in pure Python
   🔗 sympy.org

7. google/or-tools ⭐ 13,016
   Google Optimization Tools (a.k.a., OR-Tools) is an open-source, fast and portable software suite for solving combinatorial optimization problems.
   🔗 developers.google.com/optimization

8. z3prover/z3 ⭐ 11,848
   Z3 is a theorem prover from Microsoft Research with a Python language binding.

9. cupy/cupy ⭐ 10,736
   NumPy & SciPy for GPU
   🔗 cupy.dev

10. cvxpy/cvxpy ⭐ 6,096
    A Python-embedded modeling language for convex optimization problems.
    🔗 www.cvxpy.org

11. google-deepmind/alphageometry ⭐ 4,755
    Solving Olympiad Geometry without Human Demonstrations

12. pim-book/programmers-introduction-to-mathematics ⭐ 3,635
    Code for A Programmer's Introduction to Mathematics
    🔗 pimbook.org

13. talalalrawajfeh/mathematics-roadmap ⭐ 3,319
    A Comprehensive Roadmap to Mathematics

14. pyro-ppl/numpyro ⭐ 2,598
    Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
    🔗 num.pyro.ai

15. mckinsey/causalnex ⭐ 2,426
    A Python library that helps data scientists to infer causation rather than observing correlation.
    🔗 causalnex.readthedocs.io

16. facebookresearch/theseus ⭐ 1,992
    A library for differentiable nonlinear optimization

17. math-inc/OpenGauss ⭐ 1,167
    A project-scoped Lean workflow orchestrator from Math, Inc. It gives gauss a multi-agent frontend for the lean4-skills prove, draft, review, checkpoint, refactor, golf, autoprove, formalize, and autoformalize workflows

18. extropic-ai/thrml ⭐ 987
    A JAX library for building and sampling probabilistic graphical models, with a focus on efficient block Gibbs sampling and energy-based models
    🔗 docs.thrml.ai

19. brandondube/prysm ⭐ 322
    Prysm is an open-source library for physical and first-order modeling of optical systems and analysis of related data: numerical and physical optics, integrated modeling, phase retrieval, segmented systems, polynomials and fitting, sequential raytracing.
    🔗 prysm.readthedocs.io/en/stable

20. lean-dojo/ReProver ⭐ 316
    Retrieval-Augmented Theorem Provers for Lean
    🔗 leandojo.org/leandojo.html

21. albahnsen/pycircular ⭐ 105
    pycircular is a Python module for circular data analysis

22. gbillotey/Fractalshades ⭐ 35
    Arbitrary-precision fractal explorer - Python package

Machine Learning - General

General and classical machine learning libraries. See below for other sections covering specialised ML areas.

1. openai/openai-cookbook ⭐ 71,101
   Examples and guides for using the OpenAI API
   🔗 cookbook.openai.com

2. scikit-learn/scikit-learn ⭐ 64,753
   scikit-learn: machine learning in Python
   🔗 scikit-learn.org

3. suno-ai/bark ⭐ 38,929
   🔊 Text-Prompted Generative Audio Model

4. facebookresearch/faiss ⭐ 38,864
   A library for efficient similarity search and clustering of dense vectors.
   🔗 faiss.ai

5. tencentarc/GFPGAN ⭐ 37,353
   GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

6. google-research/google-research ⭐ 37,132
   This repository contains code released by Google Research
   🔗 research.google

7. roboflow/supervision ⭐ 36,378
   We write your reusable computer vision tools. 💜
   🔗 supervision.roboflow.com

8. google/jax ⭐ 34,681
   Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
   🔗 docs.jax.dev

9. google/mediapipe ⭐ 33,447
   Cross-platform, customizable ML solutions for live and streaming media.
   🔗 ai.google.dev/edge/mediapipe

10. open-mmlab/mmdetection ⭐ 32,319
    OpenMMLab Detection Toolbox and Benchmark
    🔗 mmdetection.readthedocs.io

11. lutzroeder/netron ⭐ 32,250
    Visualizer for neural network, deep learning and machine learning models
    🔗 netron.app

12. ageron/handson-ml2 ⭐ 29,799
    A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

13. dmlc/xgboost ⭐ 27,898
    Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
    🔗 xgboost.readthedocs.io

14. facebookresearch/fastText ⭐ 26,471
    A library for efficient learning of word representations and sentence classification.
    🔗 fasttext.cc

15. modular/modular ⭐ 25,497
    The Modular Accelerated Xecution (MAX) platform is an integrated suite of AI libraries, tools, and technologies that unifies commonly fragmented AI deployment workflows
    🔗 docs.modular.com

16. harisiqbal88/PlotNeuralNet ⭐ 24,366
    Latex code for making neural networks diagrams

17. ml-explore/mlx ⭐ 23,585
    MLX is an array framework for machine learning on Apple silicon, brought to you by Apple machine learning research.
    🔗 ml-explore.github.io/mlx

18. jina-ai/serve ⭐ 21,828
    ☁️ Build multimodal AI applications with cloud-native stack
    🔗 jina.ai/serve

19. onnx/onnx ⭐ 20,211
    Open standard for machine learning interoperability
    🔗 onnx.ai

20. huggingface/candle ⭐ 19,143
    Candle is a minimalist ML framework for Rust with a focus on performance (including GPU support) and ease of use.

21. microsoft/onnxruntime ⭐ 19,069
    ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
    🔗 onnxruntime.ai

22. microsoft/LightGBM ⭐ 18,027
    A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
    🔗 lightgbm.readthedocs.io/en/latest

23. tensorflow/tensor2tensor ⭐ 16,935
    Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

24. google-gemini/cookbook ⭐ 16,259
    A collection of guides and examples for the Gemini API, including quickstart tutorials for writing prompts.
    🔗 ai.google.dev/gemini-api/docs

25. ddbourgin/numpy-ml ⭐ 16,241
    Machine learning, in numpy
    🔗 numpy-ml.readthedocs.io

26. neonbjb/tortoise-tts ⭐ 14,785
    A multi-voice TTS system trained with an emphasis on quality

27. aleju/imgaug ⭐ 14,726
    Image augmentation for machine learning experiments.
    🔗 imgaug.readthedocs.io

28. deepmind/deepmind-research ⭐ 14,645
    This repository contains implementations and illustrative code to accompany DeepMind publications

29. microsoft/nni ⭐ 14,338
    An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
    🔗 nni.readthedocs.io

30. jindongwang/transferlearning ⭐ 14,255
    Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
    🔗 transferlearning.xyz

31. deepmind/alphafold ⭐ 14,224
    Implementation of the inference pipeline of AlphaFold v2

32. spotify/annoy ⭐ 14,135
    Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

33. ggerganov/ggml ⭐ 13,866
    Tensor library for machine learning

34. optuna/optuna ⭐ 13,421
    A hyperparameter optimization framework
    🔗 optuna.org

35. facebookresearch/AnimatedDrawings ⭐ 12,761
    Code to accompany "A Method for Animating Children's Drawings of the Human Figure"

36. thudm/CogVideo ⭐ 12,361
    text and image to video generation: CogVideoX (2024) and CogVideo (ICLR 2023)

37. cleanlab/cleanlab ⭐ 11,281
    Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
    🔗 cleanlab.ai

38. statsmodels/statsmodels ⭐ 11,210
    Statsmodels: statistical modeling and econometrics in Python
    🔗 www.statsmodels.org/devel

39. wandb/wandb ⭐ 10,768
    The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
    🔗 wandb.ai

40. twitter/the-algorithm-ml ⭐ 10,510
    Source code for Twitter's Recommendation Algorithm
    🔗 blog.twitter.com/engineering/en_us/topics/open-source/2023/twitter-recommendation-algorithm

41. facebookresearch/xformers ⭐ 10,292
    Hackable and optimized Transformers building blocks, supporting a composable construction.
    🔗 facebookresearch.github.io/xformers

42. megvii-basedetection/YOLOX ⭐ 10,291
    YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

43. epistasislab/tpot ⭐ 10,041
    A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
    🔗 epistasislab.github.io/tpot

44. awslabs/autogluon ⭐ 9,828
    Fast and Accurate ML in 3 Lines of Code
    🔗 auto.gluon.ai

45. pycaret/pycaret ⭐ 9,677
    An open-source, low-code machine learning library in Python
    🔗 www.pycaret.org

46. open-mmlab/mmsegmentation ⭐ 9,586
    OpenMMLab Semantic Segmentation Toolbox and Benchmark.
    🔗 mmsegmentation.readthedocs.io/en/main

47. huggingface/accelerate ⭐ 9,461
    🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
    🔗 huggingface.co/docs/accelerate

48. pymc-devs/pymc ⭐ 9,459
    Bayesian Modeling and Probabilistic Programming in Python
    🔗 www.pymc.io

49. uberi/speech_recognition ⭐ 8,927
    Speech recognition module for Python, supporting several engines and APIs, online and offline.
    🔗 pypi.python.org/pypi/speechrecognition

50. catboost/catboost ⭐ 8,768
    A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
    🔗 catboost.ai

51. ml-explore/mlx-examples ⭐ 8,168
    Examples in the MLX framework

52. lmcinnes/umap ⭐ 8,072
    Uniform Manifold Approximation and Projection
    🔗 umap-learn.readthedocs.io

53. automl/auto-sklearn ⭐ 8,042
    Automated Machine Learning with scikit-learn
    🔗 automl.github.io/auto-sklearn

54. py-why/dowhy ⭐ 7,924
    DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
    🔗 www.pywhy.org/dowhy

55. project-monai/MONAI ⭐ 7,773
    AI Toolkit for Healthcare Imaging
    🔗 project-monai.github.io

56. hyperopt/hyperopt ⭐ 7,608
    Distributed Asynchronous Hyperparameter Optimization in Python
    🔗 hyperopt.github.io/hyperopt

57. featurelabs/featuretools ⭐ 7,598
    An open source python library for automated feature engineering
    🔗 www.featuretools.com

58. hips/autograd ⭐ 7,446
    Efficiently computes derivatives of NumPy code.

59. open-mmlab/mmagic ⭐ 7,369
    OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.
    🔗 mmagic.readthedocs.io/en/latest

60. scikit-learn-contrib/imbalanced-learn ⭐ 7,078
    A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
    🔗 imbalanced-learn.org

61. yangchris11/samurai ⭐ 7,037
    Official repository of "SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory"
    🔗 yangchris11.github.io/samurai

62. probml/pyprobml ⭐ 6,995
    Python code for "Probabilistic Machine learning" book by Kevin Murphy

63. nicolashug/Surprise ⭐ 6,757
    A Python scikit for building and analyzing recommender systems
    🔗 surpriselib.com

64. google-deepmind/graphcast ⭐ 6,488
    GraphCast: Learning skillful medium-range global weather forecasting

65. google/automl ⭐ 6,452
    Google Brain AutoML

66. cleverhans-lab/cleverhans ⭐ 6,401
    An adversarial example library for constructing attacks, building defenses, and benchmarking both

67. open-mmlab/mmcv ⭐ 6,388
    OpenMMLab Computer Vision Foundation
    🔗 mmcv.readthedocs.io/en/latest

68. kevinmusgrave/pytorch-metric-learning ⭐ 6,298
    The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
    🔗 kevinmusgrave.github.io/pytorch-metric-learning

69. uber/causalml ⭐ 5,704
    Uplift modeling and causal inference with machine learning algorithms

70. online-ml/river ⭐ 5,683
    🌊 Online machine learning in Python
    🔗 riverml.xyz

71. priorlabs/TabPFN ⭐ 5,562
    The TabPFN is a neural network that learned to do tabular data prediction. This is the original CUDA-supporting pytorch impelementation.
    🔗 priorlabs.ai

72. google-deepmind/graph_nets ⭐ 5,394
    Graph Nets is DeepMind's library for building graph networks in Tensorflow and Sonnet.
    🔗 arxiv.org/abs/1806.01261

73. skvark/opencv-python ⭐ 5,165
    Automated CI toolchain to produce precompiled opencv-python, opencv-python-headless, opencv-contrib-python and opencv-contrib-python-headless packages.
    🔗 pypi.org/project/opencv-python

74. mdbloice/Augmentor ⭐ 5,148
    Image augmentation library in Python for machine learning.
    🔗 augmentor.readthedocs.io/en/stable

75. apple/coremltools ⭐ 5,122
    Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
    🔗 coremltools.readme.io

76. rasbt/mlxtend ⭐ 5,092
    A library of extension and helper modules for Python's data analysis and machine learning libraries.
    🔗 rasbt.github.io/mlxtend

77. nmslib/hnswlib ⭐ 5,067
    Header-only C++/python library for fast approximate nearest neighbors
    🔗 github.com/nmslib/hnswlib

78. marqo-ai/marqo ⭐ 5,009
    Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai
    🔗 www.marqo.ai

79. sanchit-gandhi/whisper-jax ⭐ 4,665
    JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.

80. huggingface/autotrain-advanced ⭐ 4,551
    AutoTrain Advanced: faster and easier training and deployments of state-of-the-art machine learning models
    🔗 huggingface.co/autotrain

81. py-why/EconML ⭐ 4,478
    ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to brin...
    🔗 www.microsoft.com/en-us/research/project/alice

82. huggingface/notebooks ⭐ 4,438
    Notebooks using the Hugging Face libraries 🤗

83. nv-tlabs/GET3D ⭐ 4,425
    Generative Model of High Quality 3D Textured Shapes Learned from Images

84. districtdatalabs/yellowbrick ⭐ 4,395
    Visual analysis and diagnostic tools to facilitate machine learning model selection.
    🔗 www.scikit-yb.org

85. lucidrains/deep-daze ⭐ 4,332
    Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun

86. zjunlp/DeepKE ⭐ 4,304
    [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
    🔗 deepke.zjukg.cn

87. microsoft/FLAML ⭐ 4,283
    A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
    🔗 microsoft.github.io/flaml

88. huggingface/speech-to-speech ⭐ 4,274
    Speech To Speech: an effort for an open-sourced and modular GPT4-o

89. cmusphinx/pocketsphinx ⭐ 4,261
    A small speech recognizer

90. rucaibox/RecBole ⭐ 4,235
    A unified, comprehensive and efficient recommendation library
    🔗 recbole.io

91. ourownstory/neural_prophet ⭐ 4,233
    NeuralProphet: A simple forecasting package
    🔗 neuralprophet.com

92. facebookresearch/flow_matching ⭐ 4,032
    Flow Matching (FM) is a recent framework for generative modeling that has achieved state-of-the-art performance across various domains, including image, video, audio, speech, and biological structures
    🔗 facebookresearch.github.io/flow_matching

93. cornellius-gp/gpytorch ⭐ 3,819
    GPyTorch is a Gaussian process library implemented using PyTorch. GPyTorch is designed for creating scalable, flexible, and modular Gaussian process models with ease.

94. lightly-ai/lightly ⭐ 3,666
    A python library for self-supervised learning on images.
    🔗 docs.lightly.ai/self-supervised-learning

95. huggingface/safetensors ⭐ 3,597
    Implements a new simple format for storing tensors safely (as opposed to pickle) and that is still fast (zero-copy).
    🔗 huggingface.co/docs/safetensors

96. yoheinakajima/instagraph ⭐ 3,540
    Converts text input or URL into knowledge graph and displays

97. petarv-/GAT ⭐ 3,492
    Implementation of a Graph Attention Network (GAT) layer in TensorFlow
    🔗 petar-v.com/gat

98. neuraloperator/neuraloperator ⭐ 3,337
    Comprehensive library for learning neural operators in PyTorch. It is the official implementation for Fourier Neural Operators and Tensorized Neural Operators.
    🔗 neuraloperator.github.io/dev/index.html

99. pytorch/glow ⭐ 3,328
    Compiler for Neural Network hardware accelerators

100. hrnet/HRNet-Semantic-Segmentation ⭐ 3,311
     The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

101. facebookresearch/vissl ⭐ 3,294
     VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
     🔗 vissl.ai

102. lucidrains/musiclm-pytorch ⭐ 3,293
     Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch

103. shankarpandala/lazypredict ⭐ 3,285
     Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

104. huggingface/huggingface_hub ⭐ 3,277
     The official Python client for the Hugging Face Hub.
     🔗 huggingface.co/docs/huggingface_hub

105. huggingface/optimum ⭐ 3,268
     🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
     🔗 huggingface.co/docs/optimum/main

106. mljar/mljar-supervised ⭐ 3,234
     Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
     🔗 mljar.com

107. nvidia/cuda-python ⭐ 3,145
     CUDA Python: Performance meets Productivity
     🔗 nvidia.github.io/cuda-python

108. google-research/t5x ⭐ 2,938
     T5X is a modular, composable, research-friendly framework for high-performance, configurable, self-service training, evaluation, and inference of sequence models (starting with language) at many scales.

109. eric-mitchell/direct-preference-optimization ⭐ 2,834
     Reference implementation for DPO (Direct Preference Optimization)

110. rom1504/clip-retrieval ⭐ 2,716
     Easily compute clip embeddings and build a clip retrieval system with them
     🔗 rom1504.github.io/clip-retrieval

111. freedmand/semantra ⭐ 2,686
     Semantra is a multipurpose tool for semantically searching documents. Query by meaning rather than just by matching text.

112. apple/ml-ane-transformers ⭐ 2,672
     Reference implementation of the Transformer architecture optimized for Apple Neural Engine (ANE)

113. qdrant/fastembed ⭐ 2,651
     Fast, Accurate, Lightweight Python library to make State of the Art Embedding
     🔗 qdrant.github.io/fastembed

114. huggingface/evaluate ⭐ 2,404
     🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
     🔗 huggingface.co/docs/evaluate

115. benedekrozemberczki/karateclub ⭐ 2,273
     Karate Club is an unsupervised machine learning extension library for NetworkX.
     🔗 karateclub.readthedocs.io

116. microsoft/Olive ⭐ 2,240
     Olive: Simplify ML Model Finetuning, Conversion, Quantization, and Optimization for CPUs, GPUs and NPUs.
     🔗 microsoft.github.io/olive

117. linkedin/greykite ⭐ 1,854
     A flexible, intuitive and fast forecasting library

118. rentruewang/koila ⭐ 1,832
     Prevent PyTorch's CUDA error: out of memory in just 1 line of code.
     🔗 koila.rentruewang.com

119. laekov/fastmoe ⭐ 1,829
     A fast MoE impl for PyTorch
     🔗 fastmoe.ai

120. visual-layer/fastdup ⭐ 1,817
     fastdup is a powerful, free tool designed to rapidly generate valuable insights from image and video datasets. It helps enhance the quality of both images and labels, while significantly reducing data operation costs, all with unmatched scalability.
     🔗 docs.visual-layer.com/fastdup_docs_old/first%20steps/getting-started

121. microsoft/i-Code ⭐ 1,707
     The ambition of the i-Code project is to build integrative and composable multimodal AI. The "i" stands for integrative multimodal learning.

122. google/vizier ⭐ 1,623
     Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
     🔗 oss-vizier.readthedocs.io

123. microsoft/Semi-supervised-learning ⭐ 1,559
     A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
     🔗 usb.readthedocs.io

124. spotify/voyager ⭐ 1,535
     🛰️ An approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.
     🔗 spotify.github.io/voyager

125. jina-ai/finetuner ⭐ 1,508
     :dart: Task-oriented embedding tuning for BERT, CLIP, etc.
     🔗 finetuner.jina.ai

126. patchy631/machine-learning ⭐ 1,505
     Machine Learning Tutorials Repository

127. lightning-ai/lightning-thunder ⭐ 1,437
     Thunder is a source-to-source compiler for PyTorch. It makes PyTorch programs faster by combining and using different hardware executors at once

128. gradio-app/trackio ⭐ 1,230
     A lightweight, local-first, and 🆓 experiment tracking library from Hugging Face 🤗

129. huggingface/optimum-quanto ⭐ 1,020
     A pytorch quantization backend for optimum

130. criteo/autofaiss ⭐ 893
     Automatically create Faiss knn indices with the most optimal similarity search parameters.
     🔗 criteo.github.io/autofaiss

131. trent-b/iterative-stratification ⭐ 882
     Provides scikit-learn compatible cross validators with stratification for multilabel data.

132. minishlab/semhash ⭐ 878
     SemHash is a lightweight and flexible tool for deduplicating datasets using semantic similarity. It combines fast embedding generation from Model2Vec with efficient ANN-based similarity search through Vicinity
     🔗 minish.ai/packages/semhash

133. nomic-ai/contrastors ⭐ 773
     Contrastive learning toolkit that enables researchers and engineers to train and evaluate contrastive models efficiently.

134. intel/intel-npu-acceleration-library ⭐ 701
     The Intel NPU Acceleration Library is a Python library designed to boost the efficiency of your applications by leveraging the power of the Intel Neural Processing Unit (NPU) to perform high-speed computations on compatible hardware.

135. nicolas-hbt/pygraft ⭐ 696
     Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips
     🔗 pygraft.readthedocs.io/en/latest

136. eleutherai/sparsify ⭐ 685
     This library trains k-sparse autoencoders (SAEs) on the residual stream activations of HuggingFace language models, roughly following the recipe detailed in Scaling and evaluating sparse autoencoders (Gao et al. 2024)

137. hkust-knowcomp/AutoSchemaKG ⭐ 669
     A Knowledge Graph Construction Framework with Schema Generation and Knowledge Graph Completion
     🔗 hkust-knowcomp.github.io/autoschemakg

138. google-deepmind/limit ⭐ 619
     On the Theoretical Limitations of Embedding-Based Retrieval
     🔗 arxiv.org/abs/2508.21038

139. apple/ml-l3m ⭐ 229
     A flexible library for training any type of large model, regardless of modality. Instead of more traditional approaches, we opt for a config-heavy approach

140. dylanhogg/gptauthor ⭐ 97
     GPTAuthor is an AI tool for writing long form, multi-chapter stories given a story prompt.

141. awslabs/stickler ⭐ 23
     A library for evaluating structured data and AI outputs with weighted field comparison and custom comparators
     🔗 awslabs.github.io/stickler

142. wjbmattingly/gliner-finetune ⭐ 14
     A library to generate synthetic data using LLM models, process this data, and then use it to train a GLiNER model. GLiNER is a Named Entity Recognition (NER) framework.

Machine Learning - Deep Learning

Machine learning libraries that cross over with deep learning in some way.

1. tensorflow/tensorflow ⭐ 193,464
   An Open Source Machine Learning Framework for Everyone
   🔗 tensorflow.org

2. pytorch/pytorch ⭐ 96,869
   Tensors and Dynamic neural networks in Python with strong GPU acceleration
   🔗 pytorch.org

3. openai/whisper ⭐ 93,624
   Robust Speech Recognition via Large-Scale Weak Supervision

4. keras-team/keras ⭐ 63,738
   Deep Learning for humans
   🔗 keras.io

5. deepfakes/faceswap ⭐ 54,915
   Deepfakes Software For All
   🔗 www.faceswap.dev

6. facebookresearch/segment-anything ⭐ 53,249
   The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

7. microsoft/DeepSpeed ⭐ 41,382
   DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
   🔗 www.deepspeed.ai

8. rwightman/pytorch-image-models ⭐ 36,256
   The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
   🔗 huggingface.co/docs/timm

9. xinntao/Real-ESRGAN ⭐ 34,015
   Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

10. facebookresearch/detectron2 ⭐ 33,986
    Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
    🔗 detectron2.readthedocs.io/en/latest

11. openai/CLIP ⭐ 32,375
    CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

12. lightning-ai/pytorch-lightning ⭐ 30,771
    The deep learning framework to pretrain, finetune and deploy AI models. PyTorch Lightning is just organized PyTorch - Lightning disentangles PyTorch code to decouple the science from the engineering.
    🔗 lightning.ai/pytorch-lightning/?utm_source=ptl_readme&utm_medium=referral&utm_campaign=ptl_readme

13. google-research/tuning_playbook ⭐ 29,721
    A playbook for systematically maximizing the performance of deep learning models.

14. facebookresearch/Detectron ⭐ 26,409
    FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

15. matterport/Mask_RCNN ⭐ 25,497
    Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

16. lucidrains/vit-pytorch ⭐ 24,921
    Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

17. paddlepaddle/Paddle ⭐ 23,586
    PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
    🔗 www.paddlepaddle.org

18. pyg-team/pytorch_geometric ⭐ 23,414
    Graph Neural Network Library for PyTorch
    🔗 pyg.org

19. sanster/IOPaint ⭐ 22,642
    Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.
    🔗 www.iopaint.com

20. danielgatis/rembg ⭐ 21,624
    Rembg is a tool to remove images background

21. apache/mxnet ⭐ 20,840
    Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
    🔗 mxnet.apache.org

22. rasbt/deeplearning-models ⭐ 17,369
    A collection of various deep learning architectures, models, and tips

23. microsoft/Swin-Transformer ⭐ 15,667
    This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
    🔗 arxiv.org/abs/2103.14030

24. albumentations-team/albumentations ⭐ 15,266
    Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
    🔗 albumentations.ai

25. facebookresearch/detr ⭐ 15,071
    End-to-End Object Detection with Transformers

26. nvidia/DeepLearningExamples ⭐ 14,697
    State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

27. dmlc/dgl ⭐ 14,228
    Python package built to ease deep learning on graph, on top of existing DL frameworks.
    🔗 dgl.ai

28. mlfoundations/open_clip ⭐ 13,289
    Open source implementation of OpenAI's CLIP (Contrastive Language-Image Pre-training).

29. tencent-hunyuan/HunyuanVideo ⭐ 11,635
    HunyuanVideo: A Systematic Framework For Large Video Generation Model
    🔗 aivideo.hunyuan.tencent.com

30. kornia/kornia ⭐ 11,031
    🐍 Geometric Computer Vision Library for Spatial AI
    🔗 kornia.readthedocs.io

31. facebookresearch/pytorch3d ⭐ 9,761
    PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
    🔗 pytorch3d.org

32. modelscope/facechain ⭐ 9,497
    FaceChain is a deep-learning toolchain for generating your Digital-Twin.

33. arogozhnikov/einops ⭐ 9,360
    Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
    🔗 einops.rocks

34. keras-team/autokeras ⭐ 9,290
    AutoML library for deep learning
    🔗 autokeras.com

35. bytedance/monolith ⭐ 9,259
    A deep learning framework for large scale recommendation modeling with collisionless embedding and real time training captures.

36. pyro-ppl/pyro ⭐ 8,959
    Deep universal probabilistic programming with Python and PyTorch
    🔗 pyro.ai

37. facebookresearch/ImageBind ⭐ 8,955
    ImageBind One Embedding Space to Bind Them All

38. nvidia/apex ⭐ 8,899
    A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

39. lucidrains/imagen-pytorch ⭐ 8,409
    Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

40. google/trax ⭐ 8,302
    Trax — Deep Learning with Clear Code and Speed

41. xpixelgroup/BasicSR ⭐ 8,062
    Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
    🔗 basicsr.readthedocs.io/en/latest

42. google/flax ⭐ 7,046
    Flax is a neural network library for JAX that is designed for flexibility.
    🔗 flax.readthedocs.io

43. skorch-dev/skorch ⭐ 6,149
    A scikit-learn compatible neural network library that wraps PyTorch

44. facebookresearch/mmf ⭐ 5,616
    A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
    🔗 mmf.sh

45. mosaicml/composer ⭐ 5,458
    Supercharge Your Model Training
    🔗 docs.mosaicml.com

46. nvidiagameworks/kaolin ⭐ 5,021
    A PyTorch Library for Accelerating 3D Deep Learning Research

47. deci-ai/super-gradients ⭐ 4,997
    Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
    🔗 www.supergradients.com

48. pytorch/ignite ⭐ 4,727
    High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
    🔗 pytorch-ignite.ai

49. facebookincubator/AITemplate ⭐ 4,701
    AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

50. cvg/LightGlue ⭐ 4,322
    LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

51. modelscope/ClearerVoice-Studio ⭐ 3,856
    An AI-Powered Speech Processing Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Enhancement, Separation, and Target Speaker Extraction, etc.

52. google-research/scenic ⭐ 3,757
    Scenic: A Jax Library for Computer Vision Research and Beyond

53. williamyang1991/VToonify ⭐ 3,598
    [SIGGRAPH Asia 2022] VToonify: Controllable High-Resolution Portrait Video Style Transfer

54. pytorch/botorch ⭐ 3,452
    Bayesian optimization in PyTorch
    🔗 botorch.org

55. facebookresearch/PyTorch-BigGraph ⭐ 3,419
    Generate embeddings from large-scale graph-structured data.
    🔗 torchbiggraph.readthedocs.io

56. alpa-projects/alpa ⭐ 3,175
    Training and serving large-scale neural networks with auto parallelization.
    🔗 alpa.ai

57. deepmind/dm-haiku ⭐ 3,172
    JAX-based neural network library
    🔗 dm-haiku.readthedocs.io

58. nerdyrodent/VQGAN-CLIP ⭐ 2,661
    Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.

59. pytorch/torchrec ⭐ 2,462
    Pytorch domain library for recommendation systems
    🔗 pytorch.org/torchrec

60. danielegrattarola/spektral ⭐ 2,393
    Graph Neural Networks with Keras and Tensorflow 2.
    🔗 graphneural.network

61. google-research/electra ⭐ 2,369
    ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

62. fepegar/torchio ⭐ 2,346
    Medical imaging processing for AI applications.
    🔗 docs.torchio.org

63. neuralmagic/sparseml ⭐ 2,143
    Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

64. jeshraghian/snntorch ⭐ 1,855
    Deep and online learning with spiking neural networks in Python
    🔗 snntorch.readthedocs.io/en/latest

65. sakanaai/continuous-thought-machines ⭐ 1,728
    Continuous Thought Machine (CTM), a model designed to unfold and then leverage neural activity as the underlying mechanism for observation and action
    🔗 pub.sakana.ai/ctm

66. xl0/lovely-tensors ⭐ 1,353
    Tensors, for human consumption
    🔗 xl0.github.io/lovely-tensors

67. allenai/reward-bench ⭐ 683
    RewardBench is a benchmark designed to evaluate the capabilities and safety of reward models (including those trained with Direct Preference Optimization, DPO)
    🔗 huggingface.co/spaces/allenai/reward-bench

Machine Learning - Interpretability

Machine learning interpretability libraries. Covers explainability, prediction explainations, dashboards, understanding knowledge development in training.

1. slundberg/shap ⭐ 24,945
   A game theoretic approach to explain the output of any machine learning model.
   🔗 shap.readthedocs.io

2. marcotcr/lime ⭐ 12,090
   Lime: Explaining the predictions of any machine learning classifier

3. arize-ai/phoenix ⭐ 8,344
   AI Observability & Evaluation
   🔗 arize.com/docs/phoenix

4. interpretml/interpret ⭐ 6,768
   Fit interpretable models. Explain blackbox machine learning.
   🔗 interpret.ml/docs

5. pytorch/captum ⭐ 5,537
   Model interpretability and understanding for PyTorch
   🔗 captum.ai

6. tensorflow/lucid ⭐ 4,705
   A collection of infrastructure and tools for research in neural network interpretability.

7. pair-code/lit ⭐ 3,628
   The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.
   🔗 pair-code.github.io/lit

8. maif/shapash ⭐ 3,119
   🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models
   🔗 maif.github.io/shapash

9. transformerlensorg/TransformerLens ⭐ 3,012
   A library for mechanistic interpretability of GPT-style language models
   🔗 transformerlensorg.github.io/transformerlens

10. eleutherai/pythia ⭐ 2,715
    Interpretability analysis and scaling laws to understand how knowledge develops and evolves during training in autoregressive transformers

11. seldonio/alibi ⭐ 2,607
    Algorithms for explaining machine learning models
    🔗 docs.seldon.io/projects/alibi/en/stable

12. oegedijk/explainerdashboard ⭐ 2,469
    Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
    🔗 explainerdashboard.readthedocs.io

13. jalammar/ecco ⭐ 2,073
    Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
    🔗 ecco.readthedocs.io

14. google-deepmind/penzai ⭐ 1,851
    A JAX library for writing models as legible, functional pytree data structures, along with tools for visualizing, modifying, and analyzing them. Penzai focuses on making it easy to do stuff with models after they have been trained
    🔗 penzai.readthedocs.io

15. stanfordnlp/pyreft ⭐ 1,554
    Stanford NLP Python library for Representation Finetuning (ReFT)
    🔗 arxiv.org/abs/2404.03592

16. selfexplainml/PiML-Toolbox ⭐ 1,285
    PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics
    🔗 selfexplainml.github.io/piml-toolbox

17. ethicalml/xai ⭐ 1,221
    XAI is a Machine Learning library that is designed with AI explainability in its core. XAI contains various tools that enable for analysis and evaluation of data and models
    🔗 ethical.institute/principles.html#commitment-3

18. jbloomaus/SAELens ⭐ 1,174
    Training Sparse Autoencoders on LLms. Analyse sparse autoencoders and neural network internals.
    🔗 decoderesearch.github.io/saelens

19. andyzoujm/representation-engineering ⭐ 942
    Representation Engineering: A Top-Down Approach to AI Transparency
    🔗 www.ai-transparency.org

20. ndif-team/nnsight ⭐ 782
    The nnsight package enables interpreting and manipulating the internals of deep learned models.
    🔗 nnsight.net

21. labmlai/inspectus ⭐ 705
    Inspectus provides visualization tools for attention mechanisms in deep learning models. It provides a set of comprehensive views, making it easier to understand how these models work.

Machine Learning - Ops

MLOps tools, frameworks and libraries: intersection of machine learning, data engineering and DevOps; deployment, health, diagnostics and governance of ML models.

1. apache/airflow ⭐ 43,992
   Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
   🔗 airflow.apache.org

2. ray-project/ray ⭐ 40,957
   Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
   🔗 ray.io

3. kestra-io/kestra ⭐ 26,269
   Event Driven Orchestration & Scheduling Platform for Mission Critical Applications
   🔗 kestra.io

4. mlflow/mlflow ⭐ 23,795
   The open source developer platform to build AI agents and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and evaluations, all in one integrated platform.
   🔗 mlflow.org

5. jlowin/fastmcp ⭐ 22,279
   FastMCP is the standard framework for building MCP servers and clients. FastMCP 1.0 was incorporated into the official MCP Python SDK.
   🔗 gofastmcp.com

6. prefecthq/prefect ⭐ 21,412
   Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
   🔗 prefect.io

7. langfuse/langfuse ⭐ 21,017
   🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23
   🔗 langfuse.com/docs

8. spotify/luigi ⭐ 18,628
   Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

9. iterative/dvc ⭐ 15,302
   🦉 Data Versioning and ML Experiments
   🔗 dvc.org

10. dagster-io/dagster ⭐ 14,798
    An orchestration platform for the development, production, and observation of data assets.
    🔗 dagster.io

11. horovod/horovod ⭐ 14,655
    Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
    🔗 horovod.ai

12. dbt-labs/dbt-core ⭐ 12,132
    dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
    🔗 getdbt.com

13. bentoml/OpenLLM ⭐ 12,063
    Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
    🔗 bentoml.com

14. ludwig-ai/ludwig ⭐ 11,644
    Low-code framework for building custom LLMs, neural networks, and other AI models
    🔗 ludwig.ai

15. great-expectations/great_expectations ⭐ 11,095
    Always know what to expect from your data.
    🔗 docs.greatexpectations.io

16. huggingface/text-generation-inference ⭐ 10,739
    A Rust, Python and gRPC server for text generation inference. Used in production at HuggingFace to power Hugging Chat, the Inference API and Inference Endpoint.
    🔗 hf.co/docs/text-generation-inference

17. kedro-org/kedro ⭐ 10,718
    Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
    🔗 kedro.org

18. netflix/metaflow ⭐ 9,728
    Build, Manage and Deploy AI/ML Systems
    🔗 metaflow.org

19. activeloopai/deeplake ⭐ 8,982
    Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
    🔗 activeloop.ai

20. mage-ai/mage-ai ⭐ 8,622
    🧙 Build, run, and manage data pipelines for integrating and transforming data.
    🔗 www.mage.ai

21. bentoml/BentoML ⭐ 8,384
    The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
    🔗 bentoml.com

22. internlm/lmdeploy ⭐ 7,553
    LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
    🔗 lmdeploy.readthedocs.io/en/latest

23. evidentlyai/evidently ⭐ 7,041
    Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
    🔗 discord.gg/xzjkranp8b

24. flyteorg/flyte ⭐ 6,694
    Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
    🔗 flyte.org

25. feast-dev/feast ⭐ 6,645
    The Open Source Feature Store for AI/ML
    🔗 feast.dev

26. adap/flower ⭐ 6,598
    Flower: A Friendly Federated AI Framework
    🔗 flower.ai

27. allegroai/clearml ⭐ 6,468
    ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
    🔗 clear.ml/docs

28. aimhubio/aim ⭐ 5,966
    Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
    🔗 aimstack.io

29. zenml-io/zenml ⭐ 5,166
    ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
    🔗 zenml.io

30. kvcache-ai/Mooncake ⭐ 5,075
    Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.
    🔗 kvcache-ai.github.io/mooncake

31. internlm/xtuner ⭐ 5,061
    A Next-Generation Training Engine Built for Ultra-Large MoE Models
    🔗 xtuner.readthedocs.io/zh-cn/latest

32. orchest/orchest ⭐ 4,144
    Build data pipelines, the easy way 🛠️
    🔗 orchest.readthedocs.io/en/stable

33. kubeflow/pipelines ⭐ 4,062
    Machine Learning Pipelines for Kubeflow
    🔗 www.kubeflow.org/docs/components/pipelines

34. polyaxon/polyaxon ⭐ 3,692
    MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
    🔗 polyaxon.com

35. ploomber/ploomber ⭐ 3,622
    The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
    🔗 docs.ploomber.io

36. towhee-io/towhee ⭐ 3,449
    Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
    🔗 towhee.io

37. azure/PyRIT ⭐ 3,342
    The Python Risk Identification Tool for generative AI (PyRIT) is an open access automation framework to empower security professionals and ML engineers to red team foundation models and their applications.
    🔗 azure.github.io/pyrit

38. determined-ai/determined ⭐ 3,211
    Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
    🔗 determined.ai

39. leptonai/leptonai ⭐ 2,804
    A Pythonic framework to simplify AI service building
    🔗 lepton.ai

40. michaelfeil/infinity ⭐ 2,635
    Infinity is a high-throughput, low-latency REST API for serving text-embeddings, reranking models, clip, clap and colpali
    🔗 michaelfeil.github.io/infinity

41. apache/hamilton ⭐ 2,374
    Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
    🔗 hamilton.apache.org

42. meltano/meltano ⭐ 2,326
    Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to writing, maintaining, and scaling your own API integrations.
    🔗 meltano.com

43. vllm-project/production-stack ⭐ 2,122
    vLLM’s reference system for K8S-native cluster-wide deployment with community-driven performance optimization
    🔗 docs.vllm.ai/projects/production-stack

44. dstackai/dstack ⭐ 2,018
    dstack is an open-source control plane for running development, training, and inference jobs on GPUs—across hyperscalers, neoclouds, or on-prem.
    🔗 dstack.ai/docs

45. dagworks-inc/burr ⭐ 1,891
    Build applications that make decisions (chatbots, agents, simulations, etc...). Monitor, trace, persist, and execute on your own infrastructure.
    🔗 burr.apache.org

46. substratusai/kubeai ⭐ 1,133
    AI Inference Operator for Kubernetes. The easiest way to serve ML models in production. Supports VLMs, LLMs, embeddings, and speech-to-text.
    🔗 www.kubeai.org

47. arize-ai/openinference ⭐ 833
    OpenInference is a set of conventions and plugins that is complimentary to OpenTelemetry to enable tracing of AI applications.
    🔗 arize-ai.github.io/openinference

48. lightonai/pylate ⭐ 690
    Built on Sentence Transformers, designed to simplify fine-tuning, inference, and retrieval with state-of-the-art ColBERT models
    🔗 lightonai.github.io/pylate

49. ddickmann/vllm-factory ⭐ 31
    Production inference for encoder models - ColBERT, GLiNER, ColPali, embeddings etc. - as vLLM plugins for online and in-process deployment

Machine Learning - Reinforcement

Machine learning libraries and toolkits that cross over with reinforcement learning in some way: agent reinforcement learning, agent environemnts, RLHF

1. openai/gym ⭐ 36,974
   A toolkit for developing and comparing reinforcement learning algorithms.
   🔗 www.gymlibrary.dev

2. lvwerra/trl ⭐ 17,119
   Train transformer language models with reinforcement learning.
   🔗 hf.co/docs/trl

3. openai/baselines ⭐ 16,627
   OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

4. farama-foundation/Gymnasium ⭐ 11,179
   An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
   🔗 gymnasium.farama.org

5. google/dopamine ⭐ 10,842
   Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
   🔗 github.com/google/dopamine

6. thu-ml/tianshou ⭐ 9,822
   An elegant PyTorch deep reinforcement learning library.
   🔗 tianshou.org

7. deepmind/pysc2 ⭐ 8,247
   StarCraft II Learning Environment

8. lucidrains/PaLM-rlhf-pytorch ⭐ 7,878
   Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

9. tensorlayer/TensorLayer ⭐ 7,387
   Deep Learning and Reinforcement Learning Library for Scientists and Engineers
   🔗 tensorlayerx.com

10. keras-rl/keras-rl ⭐ 5,558
    Deep Reinforcement Learning for Keras.
    🔗 keras-rl.readthedocs.io

11. deepmind/dm_control ⭐ 4,424
    Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

12. ai4finance-foundation/ElegantRL ⭐ 4,279
    Massively Parallel Deep Reinforcement Learning. 🔥
    🔗 ai4finance.org

13. deepmind/acme ⭐ 3,904
    A library of reinforcement learning components and agents

14. facebookresearch/ReAgent ⭐ 3,684
    A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
    🔗 reagent.ai

15. opendilab/DI-engine ⭐ 3,582
    DI-engine is a generalized decision intelligence engine for PyTorch and JAX. It provides python-first and asynchronous-native task and middleware abstractions
    🔗 di-engine-docs.readthedocs.io

16. pettingzoo-team/PettingZoo ⭐ 3,286
    An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
    🔗 pettingzoo.farama.org

17. pytorch/rl ⭐ 3,263
    A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
    🔗 pytorch.org/rl

18. eureka-research/Eureka ⭐ 3,107
    Official Repository for "Eureka: Human-Level Reward Design via Coding Large Language Models" (ICLR 2024)
    🔗 eureka-research.github.io

19. kzl/decision-transformer ⭐ 2,755
    Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

20. anthropics/hh-rlhf ⭐ 1,808
    Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"
    🔗 arxiv.org/abs/2204.05862

21. google-deepmind/meltingpot ⭐ 781
    A suite of test scenarios for multi-agent reinforcement learning.

22. open-tinker/OpenTinker ⭐ 598
    OpenTinker is an RL-as-a-Service infrastructure for foundation models, providing a flexible environment design framework that supports diverse training scenarios over data and interaction modes.

Natural Language Processing

Natural language processing libraries and toolkits: text processing, topic modelling, tokenisers, chatbots. Also see the LLMs and ChatGPT category for crossover.

1. huggingface/transformers ⭐ 155,622
   🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
   🔗 huggingface.co/transformers

2. myshell-ai/OpenVoice ⭐ 35,840
   Instant voice cloning by MIT and MyShell. Audio foundation model.
   🔗 research.myshell.ai/open-voice

3. explosion/spaCy ⭐ 33,097
   💫 Industrial-strength Natural Language Processing (NLP) in Python
   🔗 spacy.io

4. pytorch/fairseq ⭐ 32,110
   Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

5. vikparuchuri/marker ⭐ 31,151
   Marker converts PDF, EPUB, and MOBI to markdown. It's 10x faster than nougat, more accurate on most documents, and has low hallucination risk.
   🔗 www.datalab.to

6. microsoft/unilm ⭐ 21,979
   Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
   🔗 aka.ms/generalai

7. huggingface/datasets ⭐ 21,122
   🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
   🔗 huggingface.co/docs/datasets

8. m-bain/whisperX ⭐ 19,783
   WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)

9. vikparuchuri/surya ⭐ 19,159
   OCR, layout analysis, reading order, table recognition in 90+ languages
   🔗 www.datalab.to

10. ukplab/sentence-transformers ⭐ 18,144
    State-of-the-Art Text Embeddings
    🔗 www.sbert.net

11. openai/tiktoken ⭐ 17,074
    tiktoken is a fast BPE tokeniser for use with OpenAI's models.

12. nvidia/NeMo ⭐ 16,608
    A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
    🔗 docs.nvidia.com/nemo-framework/user-guide/latest/overview.html

13. rare-technologies/gensim ⭐ 16,333
    Topic Modelling for Humans
    🔗 radimrehurek.com/gensim

14. gunthercox/ChatterBot ⭐ 14,478
    ChatterBot is a machine learning, conversational dialog engine for creating chat bots
    🔗 docs.chatterbot.us

15. nltk/nltk ⭐ 14,468
    NLTK Source
    🔗 www.nltk.org

16. flairnlp/flair ⭐ 14,343
    A very simple framework for state-of-the-art Natural Language Processing (NLP)
    🔗 flairnlp.github.io/flair

17. jina-ai/clip-as-service ⭐ 12,812
    🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
    🔗 clip-as-service.jina.ai

18. neuml/txtai ⭐ 12,049
    💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
    🔗 neuml.github.io/txtai

19. allenai/allennlp ⭐ 11,888
    An open-source NLP research library, built on PyTorch.
    🔗 www.allennlp.org

20. facebookresearch/seamless_communication ⭐ 11,738
    Foundational Models for State-of-the-Art Speech and Text Translation

21. google/sentencepiece ⭐ 11,599
    Unsupervised text tokenizer for Neural Network-based text generation.

22. speechbrain/speechbrain ⭐ 11,084
    A PyTorch-based Speech Toolkit
    🔗 speechbrain.github.io

23. facebookresearch/ParlAI ⭐ 10,628
    A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
    🔗 parl.ai

24. doccano/doccano ⭐ 10,501
    Open source annotation tool for machine learning practitioners.

25. facebookresearch/nougat ⭐ 9,809
    Implementation of Nougat Neural Optical Understanding for Academic Documents
    🔗 facebookresearch.github.io/nougat

26. espnet/espnet ⭐ 9,700
    End-to-End Speech Processing Toolkit
    🔗 espnet.github.io/espnet

27. sloria/TextBlob ⭐ 9,486
    Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
    🔗 textblob.readthedocs.io

28. togethercomputer/OpenChatKit ⭐ 9,015
    OpenChatKit provides a powerful, open-source base to create both specialized and general purpose chatbots

29. clips/pattern ⭐ 8,854
    Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
    🔗 github.com/clips/pattern/wiki

30. maartengr/BERTopic ⭐ 7,346
    Leveraging BERT and c-TF-IDF to create easily interpretable topics.
    🔗 maartengr.github.io/bertopic

31. quivrhq/MegaParse ⭐ 7,267
    File Parser optimised for LLM Ingestion with no loss 🧠 Parse PDFs, Docx, PPTx in a format that is ideal for LLMs.
    🔗 megaparse.com

32. deeppavlov/DeepPavlov ⭐ 6,963
    An open source library for deep learning end-to-end dialog systems and chatbots.
    🔗 deeppavlov.ai

33. facebookresearch/metaseq ⭐ 6,542
    A codebase for working with Open Pre-trained Transformers, originally forked from fairseq.

34. kingoflolz/mesh-transformer-jax ⭐ 6,363
    Model parallel transformers in JAX and Haiku

35. aiwaves-cn/agents ⭐ 5,858
    An Open-source Framework for Data-centric, Self-evolving Autonomous Language Agents

36. layout-parser/layout-parser ⭐ 5,642
    A Unified Toolkit for Deep Learning Based Document Image Analysis
    🔗 layout-parser.github.io

37. salesforce/CodeGen ⭐ 5,172
    CodeGen is a family of open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.

38. minimaxir/textgenrnn ⭐ 4,932
    Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

39. argilla-io/argilla ⭐ 4,820
    Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets
    🔗 argilla-io.github.io/argilla/latest

40. makcedward/nlpaug ⭐ 4,641
    Data augmentation for NLP
    🔗 makcedward.github.io

41. promptslab/Promptify ⭐ 4,536
    Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research
    🔗 discord.gg/m88xfymbk6

42. facebookresearch/DrQA ⭐ 4,480
    Reading Wikipedia to Answer Open-Domain Questions

43. thilinarajapakse/simpletransformers ⭐ 4,227
    Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
    🔗 simpletransformers.ai

44. maartengr/KeyBERT ⭐ 4,086
    A minimal and easy-to-use keyword extraction technique that leverages BERT embeddings to create keywords and keyphrases that are most similar to a document.
    🔗 maartengr.github.io/keybert

45. rapidfuzz/RapidFuzz ⭐ 3,717
    Rapid fuzzy string matching in Python using various string metrics
    🔗 rapidfuzz.github.io/rapidfuzz

46. chonkie-inc/chonkie ⭐ 3,635
    🦛 CHONK docs with Chonkie ✨ — The lightweight ingestion library for fast, efficient and robust RAG pipelines
    🔗 docs.chonkie.ai

47. life4/textdistance ⭐ 3,512
    📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.

48. bytedance/lightseq ⭐ 3,304
    LightSeq: A High Performance Library for Sequence Processing and Generation

49. neuralmagic/deepsparse ⭐ 3,159
    Sparsity-aware deep learning inference runtime for CPUs
    🔗 neuralmagic.com/deepsparse

50. huawei-noah/Pretrained-Language-Model ⭐ 3,155
    Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

51. ddangelov/Top2Vec ⭐ 3,108
    Top2Vec learns jointly embedded topic, document and word vectors.

52. salesforce/CodeT5 ⭐ 3,096
    Home of CodeT5: Open Code LLMs for Code Understanding and Generation
    🔗 arxiv.org/abs/2305.07922

53. bigscience-workshop/promptsource ⭐ 2,994
    Toolkit for creating, sharing and using natural language prompts.

54. jbesomi/texthero ⭐ 2,917
    Text preprocessing, representation and visualization from zero to hero.
    🔗 texthero.org

55. huggingface/neuralcoref ⭐ 2,890
    ✨Fast Coreference Resolution in spaCy with Neural Networks
    🔗 huggingface.co/coref

56. nvidia/nv-ingest ⭐ 2,817
    NVIDIA-Ingest is a scalable, performance-oriented document content and metadata extraction microservice.
    🔗 docs.nvidia.com/nemo/retriever/latest/extraction/overview

57. urchade/GLiNER ⭐ 2,726
    Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024
    🔗 urchade.github.io/gliner

58. huggingface/setfit ⭐ 2,673
    SetFit is an efficient and prompt-free framework for few-shot fine-tuning of Sentence Transformers.
    🔗 hf.co/docs/setfit

59. alibaba/EasyNLP ⭐ 2,182
    EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

60. thudm/P-tuning-v2 ⭐ 2,075
    An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks

61. featureform/featureform ⭐ 1,961
    The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
    🔗 www.featureform.com

62. marella/ctransformers ⭐ 1,878
    Python bindings for the Transformer models implemented in C/C++ using GGML library.

63. nomic-ai/nomic ⭐ 1,859
    Nomic Developer API SDK
    🔗 atlas.nomic.ai

64. intellabs/fastRAG ⭐ 1,760
    Efficient Retrieval Augmentation and Generation Framework

65. pemistahl/lingua-py ⭐ 1,625
    The most accurate natural language detection library for Python, suitable for short text and mixed-language text

66. answerdotai/ModernBERT ⭐ 1,620
    Bringing BERT into modernity via both architecture changes and scaling
    🔗 arxiv.org/abs/2412.13663

67. xhluca/bm25s ⭐ 1,464
    Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy
    🔗 bm25s.github.io

68. jonasgeiping/cramming ⭐ 1,361
    Cramming the training of a (BERT-type) language model into limited compute.

69. abertsch72/unlimiformer ⭐ 1,066
    Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"

70. webis-de/small-text ⭐ 635
    Small-Text provides state-of-the-art Active Learning for Text Classification. Several pre-implemented Query Strategies, Initialization Strategies, and Stopping Critera are provided, which can be easily mixed and matched to build active learning experiments or applications.
    🔗 small-text.readthedocs.io

71. fastino-ai/GLiNER2 ⭐ 539
    GLiNER2 unifies Named Entity Recognition, Text Classification, and Structured Data Extraction into a single 205M parameter model. It provides efficient CPU-based inference without requiring complex pipelines or external API dependencies.

72. knowledgator/GLiClass ⭐ 207
    Generalist and Lightweight Model for Text Classification
    🔗 docs.knowledgator.com/docs/frameworks/gliclass

73. slavadubrov/ner-field-guide ⭐ 3
    Companion code for The Definitive Guide to NER in 2026

Packaging

Python packaging, dependency management and bundling.

1. astral-sh/uv ⭐ 77,640
   An extremely fast Python package installer and resolver, written in Rust. Designed as a drop-in replacement for pip and pip-compile.
   🔗 docs.astral.sh/uv

2. pyenv/pyenv ⭐ 44,127
   pyenv lets you easily switch between multiple versions of Python.

3. python-poetry/poetry ⭐ 34,157
   Python packaging and dependency management made easy
   🔗 python-poetry.org

4. pypa/pipenv ⭐ 25,106
   A virtualenv management tool that supports a multitude of systems and nicely bridges the gaps between pip, python and virtualenv.
   🔗 pipenv.pypa.io

5. mitsuhiko/rye ⭐ 14,304
   a Hassle-Free Python Experience
   🔗 rye.astral.sh

6. pyinstaller/pyinstaller ⭐ 12,850
   Freeze (package) Python programs into stand-alone executables
   🔗 www.pyinstaller.org

7. pypa/pipx ⭐ 12,457
   Install and Run Python Applications in Isolated Environments
   🔗 pipx.pypa.io

8. conda-forge/miniforge ⭐ 9,199
   A conda-forge distribution.
   🔗 conda-forge.org/download

9. pdm-project/pdm ⭐ 8,541
   A modern Python package and dependency manager supporting the latest PEP standards
   🔗 pdm-project.org

10. jazzband/pip-tools ⭐ 7,990
    A set of tools to keep your pinned Python dependencies fresh (pip-compile + pip-sync)
    🔗 pip-tools.rtfd.io

11. mamba-org/mamba ⭐ 7,877
    The Fast Cross-Platform Package Manager: mamba is a reimplementation of the conda package manager in C++
    🔗 mamba.readthedocs.io

12. conda/conda ⭐ 7,283
    A system-level, binary package and environment manager running on all major operating systems and platforms.
    🔗 docs.conda.io/projects/conda

13. pypa/hatch ⭐ 7,109
    Modern, extensible Python project management
    🔗 hatch.pypa.io/latest

14. prefix-dev/pixi ⭐ 6,197
    pixi is a cross-platform, multi-language package manager and workflow tool built on the foundation of the conda ecosystem.
    🔗 pixi.sh

15. indygreg/PyOxidizer ⭐ 6,060
    A modern Python application packaging and distribution tool

16. pypa/virtualenv ⭐ 5,007
    A tool to create isolated Python environments. Since Python 3.3, a subset of it has been integrated into the standard lib venv module.
    🔗 virtualenv.pypa.io

17. spack/spack ⭐ 4,931
    A flexible package manager that supports multiple versions, configurations, platforms, and compilers.
    🔗 spack.io

18. pantsbuild/pex ⭐ 4,170
    A tool for generating .pex (Python EXecutable) files, lock files and venvs.
    🔗 docs.pex-tool.org

19. pypa/flit ⭐ 2,241
    Simplified packaging of Python modules
    🔗 flit.pypa.io

20. ofek/pyapp ⭐ 1,913
    Runtime installer for Python applications
    🔗 ofek.dev/pyapp

21. python-poetry/install.python-poetry.org ⭐ 247
    The official Poetry installation script
    🔗 install.python-poetry.org

Pandas

Pandas and dataframe libraries: data analysis, statistical reporting, pandas GUIs, pandas performance optimisations.

1. pandas-dev/pandas ⭐ 47,680
   Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
   🔗 pandas.pydata.org

2. pola-rs/polars ⭐ 37,116
   Extremely fast Query Engine for DataFrames, written in Rust
   🔗 docs.pola.rs

3. duckdb/duckdb ⭐ 35,624
   DuckDB is an analytical in-process SQL database management system
   🔗 www.duckdb.org

4. gventuri/pandas-ai ⭐ 23,060
   Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
   🔗 pandas-ai.com

5. kanaries/pygwalker ⭐ 15,593
   PyGWalker: Turn your dataframe into an interactive UI for visual analysis
   🔗 kanaries.net/pygwalker

6. ydataai/ydata-profiling ⭐ 13,343
   1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
   🔗 docs.sdk.ydata.ai

7. rapidsai/cudf ⭐ 9,468
   cuDF is a GPU DataFrame library for loading joining, aggregating, filtering, and otherwise manipulating data
   🔗 docs.rapids.ai/api/cudf/stable

8. eventual-inc/Daft ⭐ 5,144
   High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale
   🔗 daft.ai

9. deepseek-ai/smallpond ⭐ 4,905
   A lightweight data processing framework built on DuckDB and 3FS.

10. unionai-oss/pandera ⭐ 4,180
    A light-weight, flexible, and expressive statistical data testing library
    🔗 www.union.ai/pandera

11. aws/aws-sdk-pandas ⭐ 4,093
    pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
    🔗 aws-sdk-pandas.readthedocs.io

12. nalepae/pandarallel ⭐ 3,806
    A simple and efficient tool to parallelize Pandas operations on all available CPUs
    🔗 nalepae.github.io/pandarallel

13. adamerose/PandasGUI ⭐ 3,265
    A GUI for Pandas DataFrames

14. delta-io/delta-rs ⭐ 3,114
    A native Rust library for Delta Lake, with bindings into Python
    🔗 delta-io.github.io/delta-rs

15. jmcarpenter2/swifter ⭐ 2,641
    A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

16. fugue-project/fugue ⭐ 2,136
    A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
    🔗 fugue-tutorials.readthedocs.io

17. pyjanitor-devs/pyjanitor ⭐ 1,477
    Clean APIs for data cleaning. Python implementation of R package Janitor
    🔗 pyjanitor-devs.github.io/pyjanitor

18. renumics/spotlight ⭐ 1,245
    Interactively explore unstructured datasets from your dataframe.
    🔗 renumics.com

Performance

Performance, parallelisation and low level libraries.

1. celery/celery ⭐ 27,904
   Distributed Task Queue (development branch)
   🔗 docs.celeryq.dev

2. google/flatbuffers ⭐ 25,451
   FlatBuffers: Memory Efficient Serialization Library
   🔗 flatbuffers.dev

3. pybind/pybind11 ⭐ 17,658
   Seamless operability between C++11 and Python
   🔗 pybind11.readthedocs.io

4. exaloop/codon ⭐ 16,566
   A high-performance, zero-overhead, extensible Python compiler with built-in NumPy support
   🔗 docs.exaloop.io

5. dask/dask ⭐ 13,728
   Parallel computing with task scheduling
   🔗 dask.org

6. numba/numba ⭐ 10,865
   NumPy aware dynamic Python compiler using LLVM
   🔗 numba.pydata.org

7. modin-project/modin ⭐ 10,350
   Modin: Scale your Pandas workflows by changing a single line of code
   🔗 modin.readthedocs.io

8. vaexio/vaex ⭐ 8,469
   Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
   🔗 vaex.io

9. nebuly-ai/optimate ⭐ 8,353
   A collection of libraries to optimise AI model performances
   🔗 www.nebuly.com

10. python-trio/trio ⭐ 7,110
    Trio – a friendly Python library for async concurrency and I/O
    🔗 trio.readthedocs.io

11. mher/flower ⭐ 7,096
    Real-time monitor and web admin for Celery distributed task queue
    🔗 flower.readthedocs.io

12. airtai/faststream ⭐ 4,901
    FastStream is a powerful and easy-to-use asynchronous Python framework for building asynchronous services interacting with event streams such as Apache Kafka, RabbitMQ, NATS and Redis.
    🔗 faststream.ag2.ai/latest

13. tlkh/asitop ⭐ 4,419
    Perf monitoring CLI tool for Apple Silicon
    🔗 tlkh.github.io/asitop

14. facebookincubator/cinder ⭐ 3,757
    This is Meta's fork of the CPython runtime. The name "cinder" here is historical, see https://github.com/facebookincubator/cinderx for the Python extension / JIT compiler.

15. tiangolo/asyncer ⭐ 2,343
    Asyncer, async and await, focused on developer experience.
    🔗 asyncer.tiangolo.com

16. intel/intel-extension-for-transformers ⭐ 2,173
    ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡

17. intel/intel-extension-for-pytorch ⭐ 2,005
    A Python package for extending the official PyTorch that can easily obtain performance on Intel platform

18. faster-cpython/ideas ⭐ 1,727
    Discussion and work tracker for Faster CPython project.

Profiling

Memory and CPU/GPU profiling tools and libraries.

1. benfred/py-spy ⭐ 14,865
   Sampling profiler for Python programs

2. bloomberg/memray ⭐ 14,792
   Memray is a memory profiler for Python
   🔗 bloomberg.github.io/memray

3. plasma-umass/scalene ⭐ 13,243
   Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

4. joerick/pyinstrument ⭐ 7,596
   🚴 Call stack profiler for Python. Shows you why your code is slow!
   🔗 pyinstrument.readthedocs.io

5. gaogaotiantian/viztracer ⭐ 7,523
   A debugging and profiling tool that can trace and visualize python code execution
   🔗 viztracer.readthedocs.io

6. pythonprofilers/memory_profiler ⭐ 4,549
   Monitor Memory usage of Python code
   🔗 pypi.python.org/pypi/memory_profiler

7. pyutils/line_profiler ⭐ 3,188
   Line-by-line profiling for Python

8. reloadware/reloadium ⭐ 2,996
   Hot Reloading and Profiling for Python

Security

Security related libraries: vulnerability discovery, SQL injection, environment auditing.

1. swisskyrepo/PayloadsAllTheThings ⭐ 74,615
   A list of useful payloads and bypass for Web Application Security and Pentest/CTF
   🔗 swisskyrepo.github.io/payloadsallthethings

2. sqlmapproject/sqlmap ⭐ 36,374
   Automatic SQL injection and database takeover tool
   🔗 sqlmap.org

3. certbot/certbot ⭐ 32,781
   Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol.

4. aquasecurity/trivy ⭐ 31,095
   Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more
   🔗 trivy.dev

5. alibaba/OpenSandbox ⭐ 9,933
   Secure, Fast, and Extensible Sandbox runtime for AI agents.
   🔗 open-sandbox.ai

6. bridgecrewio/checkov ⭐ 8,423
   Checkov is a static code analysis tool for infrastructure as code (IaC) and also a software composition analysis (SCA) tool for images and open source packages.
   🔗 www.checkov.io

7. stamparm/maltrail ⭐ 8,167
   Malicious traffic detection system

8. pycqa/bandit ⭐ 7,688
   Bandit is a tool designed to find common security issues in Python code.
   🔗 bandit.readthedocs.io

9. nccgroup/ScoutSuite ⭐ 7,519
   Multi-Cloud Security Auditing Tool

10. microsoft/presidio ⭐ 6,716
    Context aware, pluggable and customizable PII de-identification service for text and images
    🔗 microsoft.github.io/presidio

11. rhinosecuritylabs/pacu ⭐ 5,040
    The AWS exploitation framework, designed for testing the security of Amazon Web Services environments.
    🔗 rhinosecuritylabs.com/aws/pacu-open-source-aws-exploitation-framework

12. dashingsoft/pyarmor ⭐ 4,913
    A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
    🔗 pyarmor.dashingsoft.com

13. microsoft/PyRIT ⭐ 3,676
    The Python Risk Identification Tool for generative AI (PyRIT) is an open source framework built to empower security professionals and engineers to proactively identify risks in generative AI systems.
    🔗 microsoft.github.io/pyrit

14. fadi002/de4py ⭐ 950
    toolkit for python reverse engineering

Simulation

Simulation libraries: robotics, economic, agent-based, traffic, physics, astronomy, chemistry, quantum simulation. Also see the Maths and Science category for crossover.

1. atsushisakai/PythonRobotics ⭐ 28,351
   Python sample codes and textbook for robotics algorithms.
   🔗 atsushisakai.github.io/pythonrobotics

2. genesis-embodied-ai/Genesis ⭐ 28,015
   Genesis is a physics platform, and generative data engine, designed for general purpose Robotics/Embodied AI/Physical AI applications
   🔗 genesis-world.readthedocs.io

3. bulletphysics/bullet3 ⭐ 14,183
   Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.
   🔗 bulletphysics.org

4. isl-org/Open3D ⭐ 13,256
   Open3D: A Modern Library for 3D Data Processing
   🔗 www.open3d.org

5. dlr-rm/stable-baselines3 ⭐ 12,596
   Stable Baselines3 (SB3) is a set of reliable implementations of reinforcement learning algorithms in PyTorch
   🔗 stable-baselines3.readthedocs.io

6. nvidia/Cosmos ⭐ 8,085
   NVIDIA Cosmos is a developer-first world foundation model platform designed to help Physical AI developers build their Physical AI systems better and faster.
   🔗 github.com/nvidia-cosmos

7. qiskit/qiskit ⭐ 6,956
   Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.
   🔗 www.ibm.com/quantum/qiskit

8. nvidia/warp ⭐ 6,138
   A Python framework for accelerated simulation, data generation and spatial computing.
   🔗 nvidia.github.io/warp

9. nvidia-omniverse/IsaacLab ⭐ 6,136
   Unified framework for robot learning built on NVIDIA Isaac Sim
   🔗 isaac-sim.github.io/isaaclab

10. astropy/astropy ⭐ 5,012
    Astronomy and astrophysics core library
    🔗 www.astropy.org

11. quantumlib/Cirq ⭐ 4,851
    Python framework for creating, editing, and running Noisy Intermediate-Scale Quantum (NISQ) circuits.
    🔗 quantumai.google/cirq

12. chakazul/Lenia ⭐ 3,728
    Lenia is a 2D cellular automata with continuous space, time and states. It produces a huge variety of interesting methematical life forms
    🔗 chakazul.github.io/lenia/javascript/lenia.html

13. pennylaneai/pennylane ⭐ 3,037
    PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Built by researchers, for research.
    🔗 pennylane.ai

14. google/brax ⭐ 3,033
    Massively parallel rigidbody physics simulation on accelerator hardware.

15. nvidia-omniverse/IsaacGymEnvs ⭐ 2,817
    Example RL environments for the NVIDIA Isaac Gym high performance environments

16. facebookresearch/habitat-lab ⭐ 2,807
    A modular high-level library to train embodied AI agents across a variety of tasks and environments.
    🔗 aihabitat.org

17. tencent-hunyuan/Hunyuan3D-2.1 ⭐ 2,788
    Tencent Hunyuan3D-2.1 is a scalable 3D asset creation system that advances state-of-the-art 3D generation
    🔗 3d.hunyuan.tencent.com

18. taichi-dev/difftaichi ⭐ 2,707
    10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)

19. dlr-rm/rl-baselines3-zoo ⭐ 2,691
    A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
    🔗 rl-baselines3-zoo.readthedocs.io

20. isaac-sim/IsaacSim ⭐ 2,407
    NVIDIA Isaac Sim is a simulation platform built on NVIDIA Omniverse, designed to develop, test, train, and deploy AI-powered robots in realistic virtual environments.
    🔗 developer.nvidia.com/isaac/sim

21. microsoft/PromptCraft-Robotics ⭐ 2,084
    Community for applying LLMs to robotics and a robot simulator with ChatGPT integration
    🔗 aka.ms/chatgpt-robotics

22. eloialonso/diamond ⭐ 1,952
    DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcement learning agent trained in a diffusion world model
    🔗 diamond-wm.github.io

23. polymathicai/the_well ⭐ 1,655
    15TB of Physics Simulations: collection of machine learning datasets containing numerical simulations of a wide variety of spatiotemporal physical systems.
    🔗 polymathic-ai.org/the_well

24. bowang-lab/scGPT ⭐ 1,446
    scGPT: Towards Building a Foundation Model for Single-Cell Multi-omics Using Generative AI
    🔗 scgpt.readthedocs.io/en/latest

25. altera-al/project-sid ⭐ 1,168
    Project Sid: Many-agent simulations toward AI civilization technical report

26. google-deepmind/materials_discovery ⭐ 1,114
    Graph Networks for Materials Science (GNoME) is a project centered around scaling machine learning methods to tackle materials science.

27. viblo/pymunk ⭐ 1,038
    Pymunk is a easy-to-use pythonic 2d physics library that can be used whenever you need 2d rigid body physics from Python
    🔗 www.pymunk.org

28. eureka-research/DrEureka ⭐ 915
    Official Repository for "DrEureka: Language Model Guided Sim-To-Real Transfer" (RSS 2024)
    🔗 eureka-research.github.io/dr-eureka

29. vandijklab/cell2sentence ⭐ 801
    Cell2Sentence (C2S-Scale) framework for applying Large Language Models (LLMs) to single-cell transcriptomics.

30. sakanaai/ShinkaEvolve ⭐ 799
    A framework that combines LLMs with evolutionary algorithms to drive scientific discovery. Leveraging creative capabilities of LLMs and the optimization power of evolutionary search, enables automated exploration and improvement of scientific code.

31. sakanaai/asal ⭐ 449
    Automating the Search for Artificial Life with Foundation Models!
    🔗 pub.sakana.ai/asal

32. arshka/PhysiX ⭐ 110
    A Foundation Model for physics simulations

33. ur-whitelab/chemcrow-runs ⭐ 94
    ur-whitelab/chemcrow-runs

Study

Miscellaneous study resources: algorithms, general resources, system design, code repos for textbooks, best practices, tutorials.

1. thealgorithms/Python ⭐ 217,119
   All Algorithms implemented in Python
   🔗 thealgorithms.github.io/python

2. microsoft/generative-ai-for-beginners ⭐ 105,570
   Learn the fundamentals of building Generative AI applications with our 21-lesson comprehensive course by Microsoft Cloud Advocates.

3. rasbt/LLMs-from-scratch ⭐ 83,698
   Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
   🔗 amzn.to/4fqvn0d

4. mlabonne/llm-course ⭐ 73,812
   Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
   🔗 mlabonne.github.io/blog

5. labmlai/annotated_deep_learning_paper_implementations ⭐ 65,496
   🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
   🔗 nn.labml.ai

6. jakevdp/PythonDataScienceHandbook ⭐ 46,573
   Python Data Science Handbook: full text in Jupyter Notebooks
   🔗 jakevdp.github.io/pythondatasciencehandbook

7. realpython/python-guide ⭐ 29,471
   Python best practices guidebook, written for humans.
   🔗 docs.python-guide.org

8. d2l-ai/d2l-en ⭐ 28,013
   Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
   🔗 d2l.ai

9. christoschristofidis/awesome-deep-learning ⭐ 27,358
   A curated list of awesome Deep Learning tutorials, projects and communities.

10. hannibal046/Awesome-LLM ⭐ 26,079
    Awesome-LLM: a curated list of Large Language Model

11. huggingface/agents-course ⭐ 24,945
    This repository contains the Hugging Face Agents Course.

12. wesm/pydata-book ⭐ 24,209
    Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

13. affaan-m/everything-claude-code ⭐ 23,150
    Complete Claude Code configuration collection - agents, skills, hooks, commands, rules, MCPs. Battle-tested configs from an Anthropic hackathon winner.

14. microsoft/recommenders ⭐ 21,384
    Best Practices on Recommendation Systems
    🔗 recommenders-team.github.io/recommenders/intro.html

15. karpathy/nn-zero-to-hero ⭐ 20,041
    Neural Networks: Zero to Hero

16. handsonllm/Hands-On-Large-Language-Models ⭐ 19,993
    Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
    🔗 www.llm-book.com

17. fchollet/deep-learning-with-python-notebooks ⭐ 19,876
    Jupyter notebooks for the code samples of the book "Deep Learning with Python"

18. nirdiamant/agents-towards-production ⭐ 16,944
    The open-source playbook for turning AI agents into real-world products.

19. mrdbourke/pytorch-deep-learning ⭐ 16,921
    Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
    🔗 learnpytorch.io

20. zhanymkanov/fastapi-best-practices ⭐ 16,156
    FastAPI Best Practices and Conventions we used at our startup

21. naklecha/llama3-from-scratch ⭐ 15,243
    llama3 implementation one matrix multiplication at a time

22. graykode/nlp-tutorial ⭐ 14,840
    Natural Language Processing Tutorial for Deep Learning Researchers
    🔗 www.reddit.com/r/machinelearning/comments/amfinl/project_nlptutoral_repository_who_is_studying

23. shangtongzhang/reinforcement-learning-an-introduction ⭐ 14,515
    Python Implementation of Reinforcement Learning: An Introduction

24. karpathy/micrograd ⭐ 14,428
    A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

25. chiphuyen/aie-book ⭐ 13,206
    Code for AI Engineering: Building Applications with Foundation Models (Chip Huyen 2025)

26. eugeneyan/open-llms ⭐ 12,602
    📋 A list of open LLMs available for commercial use.

27. rucaibox/LLMSurvey ⭐ 12,070
    The official GitHub page for the survey paper "A Survey of Large Language Models".
    🔗 arxiv.org/abs/2303.18223

28. srush/GPU-Puzzles ⭐ 11,902
    Teaching beginner GPU programming in a completely interactive fashion

29. openai/spinningup ⭐ 11,548
    An educational resource to help anyone learn deep reinforcement learning.
    🔗 spinningup.openai.com

30. nielsrogge/Transformers-Tutorials ⭐ 11,479
    This repository contains demos I made with the Transformers library by HuggingFace.

31. mooler0410/LLMsPracticalGuide ⭐ 10,142
    A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
    🔗 arxiv.org/abs/2304.13712v2

32. kalyanks-nlp/llm-engineer-toolkit ⭐ 9,688
    A curated list of 120+ LLM libraries category wise.
    🔗 www.linkedin.com/in/kalyanksnlp

33. roboflow/notebooks ⭐ 9,117
    A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.
    🔗 roboflow.com/models

34. udlbook/udlbook ⭐ 8,940
    Understanding Deep Learning - Simon J.D. Prince

35. engineer1999/A-Curated-List-of-ML-System-Design-Case-Studies ⭐ 8,205
    Curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights into machine learning (ML) system design

36. alirezadir/Machine-Learning-Interviews ⭐ 7,644
    This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

37. firmai/industry-machine-learning ⭐ 7,442
    A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
    🔗 www.sov.ai

38. gkamradt/langchain-tutorials ⭐ 7,366
    Overview and tutorial of the LangChain Library

39. huggingface/smol-course ⭐ 6,578
    a practical course on aligning language models for your specific use case. It's a handy way to get started with aligning language models, because everything runs on most local machines.

40. neetcode-gh/leetcode ⭐ 6,258
    Leetcode solutions for NeetCode.io

41. mrdbourke/tensorflow-deep-learning ⭐ 5,831
    All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
    🔗 dbourke.link/ztmtfcourse

42. udacity/deep-learning-v2-pytorch ⭐ 5,469
    Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

43. promptslab/Awesome-Prompt-Engineering ⭐ 5,296
    This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc
    🔗 discord.gg/m88xfymbk6

44. timofurrer/awesome-asyncio ⭐ 4,987
    A curated list of awesome Python asyncio frameworks, libraries, software and resources

45. rasbt/machine-learning-book ⭐ 4,943
    Code Repository for Machine Learning with PyTorch and Scikit-Learn
    🔗 sebastianraschka.com/books/#machine-learning-with-pytorch-and-scikit-learn

46. huggingface/deep-rl-class ⭐ 4,719
    This repo contains the Hugging Face Deep Reinforcement Learning Course.

47. zotroneneis/machine_learning_basics ⭐ 4,402
    Plain python implementations of basic machine learning algorithms

48. huggingface/diffusion-models-class ⭐ 4,263
    Materials for the Hugging Face Diffusion Models Course

49. amanchadha/coursera-deep-learning-specialization ⭐ 4,149
    Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv...

50. fluentpython/example-code-2e ⭐ 3,928
    Example code for Fluent Python, 2nd edition (O'Reilly 2022)
    🔗 amzn.to/3j48u2j

51. cosmicpython/book ⭐ 3,708
    A Book about Pythonic Application Architecture Patterns for Managing Complexity. Cosmos is the Opposite of Chaos you see. O'R. wouldn't actually let us call it "Cosmic Python" tho.
    🔗 www.cosmicpython.com

52. mrdbourke/zero-to-mastery-ml ⭐ 3,583
    All course materials for the Zero to Mastery Machine Learning and Data Science course.
    🔗 dbourke.link/ztmmlcourse

53. krzjoa/awesome-python-data-science ⭐ 3,318
    Probably the best curated list of data science software in Python.
    🔗 krzjoa.github.io/awesome-python-data-science

54. huggingface/cookbook ⭐ 2,580
    Community-driven practical examples of building AI applications and solving various tasks with AI using open-source tools and models.
    🔗 huggingface.co/learn/cookbook

55. gerdm/prml ⭐ 2,532
    Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

56. aburkov/theLMbook ⭐ 2,080
    Code for Hundred-Page Language Models Book by Andriy Burkov
    🔗 www.thelmbook.com

57. huggingface/evaluation-guidebook ⭐ 2,040
    Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!

58. atcold/NYU-DLSP21 ⭐ 1,651
    NYU Deep Learning Spring 2021
    🔗 atcold.github.io/nyu-dlsp21

59. davidadsp/Generative_Deep_Learning_2nd_Edition ⭐ 1,443
    The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
    🔗 www.oreilly.com/library/view/generative-deep-learning/9781098134174

60. rasbt/LLM-workshop-2024 ⭐ 1,061
    A 4-hour coding workshop to understand how LLMs are implemented and used

61. cfregly/ai-performance-engineering ⭐ 973
    AI Systems Performance Engineering code and resources for the O'Reilly book covering GPU optimization, distributed training, inference scaling

62. dylanhogg/awesome-python ⭐ 439
    🐍 Hand-picked awesome Python libraries and frameworks, organised by category
    🔗 www.awesomepython.org

Template

Template tools and libraries: cookiecutter repos, generators, quick-starts.

1. tiangolo/full-stack-fastapi-template ⭐ 41,003
   Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.

2. cookiecutter/cookiecutter ⭐ 24,573
   A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
   🔗 pypi.org/project/cookiecutter

3. drivendata/cookiecutter-data-science ⭐ 9,620
   A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
   🔗 cookiecutter-data-science.drivendata.org

4. buuntu/fastapi-react ⭐ 2,570
   🚀 Cookiecutter Template for FastAPI + React Projects. Using PostgreSQL, SQLAlchemy, and Docker

5. fmind/mlops-python-package ⭐ 1,385
   Best practices designed to support your MLOPs initiatives. You can use this package as part of your MLOps toolkit or platform e.g. Model Registry, Experiment Tracking, Realtime Inference
   🔗 fmind.github.io/mlops-python-package

6. osprey-oss/cookiecutter-uv ⭐ 1,280
   A modern cookiecutter template for Python projects that use uv for dependency management
   🔗 osprey-oss.github.io/cookiecutter-uv

7. fpgmaas/cookiecutter-uv ⭐ 1,223
   A modern cookiecutter template for Python projects that use uv for dependency management
   🔗 fpgmaas.github.io/cookiecutter-uv

8. tezromach/python-package-template ⭐ 1,096
   🚀 Your next Python package needs a bleeding-edge project structure.

9. callmesora/llmops-python-package ⭐ 887
   Best practices designed to support your LLMOps initiatives. You can use this package as part of your LLMOps toolkit or platform e.g. Model Registry, Experiment Tracking, Realtime Inference

10. simonw/python-lib ⭐ 226
    Opinionated cookiecutter template for creating a new Python library

Terminal

Terminal and console tools and libraries: CLI tools, terminal based formatters, progress bars.

1. anthropics/claude-code ⭐ 60,052
   Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows
   🔗 code.claude.com/docs/en/overview

2. willmcgugan/rich ⭐ 55,226
   Rich is a Python library for rich text and beautiful formatting in the terminal.
   🔗 rich.readthedocs.io/en/latest

3. aider-ai/aider ⭐ 40,036
   Aider lets you pair program with LLMs, to edit code in your local git repository
   🔗 aider.chat

4. willmcgugan/textual ⭐ 33,821
   The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.
   🔗 textual.textualize.io

5. tqdm/tqdm ⭐ 30,889
   :zap: A Fast, Extensible Progress Bar for Python and CLI
   🔗 tqdm.github.io

6. google/python-fire ⭐ 28,072
   Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

7. tiangolo/typer ⭐ 18,686
   Typer, build great CLIs. Easy to code. Based on Python type hints.
   🔗 typer.tiangolo.com

8. pallets/click ⭐ 17,141
   Python composable command line interface toolkit
   🔗 click.palletsprojects.com

9. simonw/llm ⭐ 10,950
   A CLI utility and Python library for interacting with Large Language Models, both via remote APIs and models that can be installed and run on your own machine.
   🔗 llm.datasette.io

10. prompt-toolkit/python-prompt-toolkit ⭐ 10,225
    Library for building powerful interactive command line applications in Python
    🔗 python-prompt-toolkit.readthedocs.io

11. saulpw/visidata ⭐ 8,755
    A terminal spreadsheet multitool for discovering and arranging data
    🔗 visidata.org

12. xxh/xxh ⭐ 5,886
    🚀 Bring your favorite shell wherever you go through the ssh. Xonsh shell, fish, zsh, osquery and so on.

13. tconbeer/harlequin ⭐ 5,646
    The SQL IDE for Your Terminal.
    🔗 harlequin.sh

14. manrajgrover/halo ⭐ 3,086
    💫 Beautiful spinners for terminal, IPython and Jupyter

15. textualize/trogon ⭐ 2,791
    Easily turn your Click CLI into a powerful terminal application

16. darrenburns/elia ⭐ 2,416
    A snappy, keyboard-centric terminal user interface for interacting with large language models. Chat with ChatGPT, Claude, Llama 3, Phi 3, Mistral, Gemma and more.

17. shobrook/wut ⭐ 1,406
    Just type wut and an LLM will help you understand whatever's in your terminal. You'll be surprised how useful this can be.

18. 1j01/textual-paint ⭐ 1,083
    :art: MS Paint in your terminal.
    🔗 pypi.org/project/textual-paint

Testing

Testing libraries: unit testing, load testing, acceptance testing, code coverage, browser automation, plugins.

1. mitmproxy/mitmproxy ⭐ 42,031
   An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
   🔗 mitmproxy.org

2. locustio/locust ⭐ 27,382
   Write scalable load tests in plain Python 🚗💨

3. microsoft/playwright-python ⭐ 14,182
   Playwright is a Python library to automate Chromium, Firefox and WebKit browsers with a single API.
   🔗 playwright.dev/python

4. pytest-dev/pytest ⭐ 13,483
   The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
   🔗 pytest.org

5. confident-ai/deepeval ⭐ 13,158
   LLM evaluation framework similar to Pytest but specialized for unit testing LLM outputs. DeepEval incorporates the latest research to evaluate LLM outputs based on metrics such as G-Eval, hallucination, answer relevancy, RAGAS, etc
   🔗 deepeval.com

6. seleniumbase/SeleniumBase ⭐ 12,116
   Python APIs for web automation, testing, and bypassing bot-detection with ease.
   🔗 seleniumbase.io

7. robotframework/robotframework ⭐ 11,370
   Generic automation framework for acceptance testing and RPA
   🔗 robotframework.org

8. hypothesisworks/hypothesis ⭐ 8,407
   The property-based testing library for Python
   🔗 hypothesis.works

9. getmoto/moto ⭐ 8,161
   A library that allows you to easily mock out tests based on AWS infrastructure.
   🔗 docs.getmoto.org/en/latest

10. newsapps/beeswithmachineguns ⭐ 6,618
    A utility for arming (creating) many bees (micro EC2 instances) to attack (load test) targets (web applications).
    🔗 apps.chicagotribune.com

11. codium-ai/qodo-cover ⭐ 5,262
    Qodo-Cover: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! 💻🤖🧪🐞
    🔗 qodo.ai

12. spulec/freezegun ⭐ 4,485
    Let your Python tests travel through time

13. getsentry/responses ⭐ 4,316
    A utility for mocking out the Python Requests library.

14. tox-dev/tox ⭐ 3,892
    Command line driven CI frontend and development task automation tool.
    🔗 tox.wiki

15. nedbat/coveragepy ⭐ 3,308
    The code coverage tool for Python
    🔗 coverage.readthedocs.io

Machine Learning - Time Series

Machine learning and classical timeseries libraries: forecasting, seasonality, anomaly detection, econometrics.

1. facebook/prophet ⭐ 19,969
   Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
   🔗 facebook.github.io/prophet

2. sktime/sktime ⭐ 9,464
   A unified framework for machine learning with time series
   🔗 www.sktime.net

3. unit8co/darts ⭐ 9,161
   A python library for user-friendly forecasting and anomaly detection on time series.
   🔗 unit8co.github.io/darts

4. blue-yonder/tsfresh ⭐ 9,086
   Automatic extraction of relevant features from time series:
   🔗 tsfresh.readthedocs.io

5. google-research/timesfm ⭐ 7,665
   TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
   🔗 research.google/blog/a-decoder-only-foundation-model-for-time-series-forecasting

6. facebookresearch/Kats ⭐ 6,278
   Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

7. awslabs/gluonts ⭐ 5,123
   Probabilistic time series modeling in Python
   🔗 ts.gluon.ai

8. amazon-science/chronos-forecasting ⭐ 4,691
   Chronos: Pretrained Models for Time Series Forecasting
   🔗 arxiv.org/abs/2510.15821

9. nixtla/statsforecast ⭐ 4,661
   Lightning ⚡️ fast forecasting with statistical and econometric models.
   🔗 nixtlaverse.nixtla.io/statsforecast

10. salesforce/Merlion ⭐ 4,474
    Merlion: A Machine Learning Framework for Time Series Intelligence

11. tdameritrade/stumpy ⭐ 4,055
    STUMPY is a powerful and scalable Python library for modern time series analysis
    🔗 stumpy.readthedocs.io/en/latest

12. yuqinie98/PatchTST ⭐ 2,409
    An offical implementation of PatchTST: A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

13. aistream-peelout/flow-forecast ⭐ 2,268
    Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
    🔗 flow-forecast.atlassian.net/wiki/spaces/ff/overview

14. uber/orbit ⭐ 2,028
    A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
    🔗 orbit-ml.readthedocs.io/en/stable

15. time-series-foundation-models/lag-llama ⭐ 1,537
    Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

16. ngruver/llmtime ⭐ 819
    LLMTime, a method for zero-shot time series forecasting with large language models (LLMs) by encoding numbers as text and sampling possible extrapolations as text completions
    🔗 arxiv.org/abs/2310.07820

17. google/temporian ⭐ 708
    Temporian is an open-source Python library for preprocessing ⚡ and feature engineering 🛠 temporal data 📈 for machine learning applications 🤖
    🔗 temporian.readthedocs.io

Typing

Typing libraries: static and run-time type checking, annotations.

1. python/mypy ⭐ 20,144
   Optional static typing for Python
   🔗 www.mypy-lang.org

2. astral-sh/ty ⭐ 16,731
   An extremely fast Python type checker and language server, written in Rust.
   🔗 docs.astral.sh/ty

3. microsoft/pyright ⭐ 15,153
   Static Type Checker for Python

4. facebook/pyre-check ⭐ 7,141
   Performant type-checking for python.
   🔗 pyre-check.org

5. python-attrs/attrs ⭐ 5,711
   Python Classes Without Boilerplate
   🔗 www.attrs.org

6. facebook/pyrefly ⭐ 5,247
   A fast type checker and IDE for Python. (A new version of Pyre)
   🔗 pyrefly.org

7. google/pytype ⭐ 5,033
   A static type analyzer for Python code
   🔗 google.github.io/pytype

8. instagram/MonkeyType ⭐ 4,989
   A Python library that generates static type annotations by collecting runtime types

9. python/typeshed ⭐ 4,988
   Collection of library stubs for Python, with static types

10. koxudaxi/datamodel-code-generator ⭐ 3,718
    Python data model generator (Pydantic, dataclasses, TypedDict, msgspec) from OpenAPI, JSON Schema, GraphQL, and raw data (JSON/YAML/CSV).
    🔗 koxudaxi.github.io/datamodel-code-generator

11. detachhead/basedpyright ⭐ 3,054
    Basedpyright is a fork of pyright with various type checking improvements, pylance features and more.
    🔗 docs.basedpyright.com

12. mtshiba/pylyzer ⭐ 2,875
    A fast, feature-rich static code analyzer & language server for Python
    🔗 mtshiba.github.io/pylyzer

13. microsoft/pylance-release ⭐ 1,977
    Fast, feature-rich language support for Python. Documentation and issues for Pylance.

14. robertcraigie/pyright-python ⭐ 258
    Python command line wrapper for pyright, a static type checker
    🔗 pypi.org/project/pyright

Utility

General utility libraries: miscellaneous tools, linters, code formatters, version management, package tools, documentation tools.

1. yt-dlp/yt-dlp ⭐ 143,790
   A feature-rich command-line audio/video downloader
   🔗 discord.gg/h5mncfw63r

2. home-assistant/core ⭐ 84,357
   🏡 Open source home automation that puts local control and privacy first.
   🔗 www.home-assistant.io

3. abi/screenshot-to-code ⭐ 71,484
   Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)
   🔗 screenshottocode.com

4. python/cpython ⭐ 71,201
   The Python programming language
   🔗 www.python.org

5. localstack/localstack ⭐ 64,183
   💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
   🔗 localstack.cloud

6. ggerganov/whisper.cpp ⭐ 46,061
   Port of OpenAI's Whisper model in C/C++

7. faif/python-patterns ⭐ 42,688
   A collection of design patterns/idioms in Python

8. mingrammer/diagrams ⭐ 41,945
   :art: Diagram as Code for prototyping cloud system architectures
   🔗 diagrams.mingrammer.com

9. openai/openai-python ⭐ 29,758
   The official Python library for the OpenAI API
   🔗 pypi.org/project/openai

10. blakeblackshear/frigate ⭐ 29,705
    NVR with realtime local object detection for IP cameras
    🔗 frigate.video

11. pydantic/pydantic ⭐ 26,549
    Data validation using Python type hints
    🔗 docs.pydantic.dev

12. squidfunk/mkdocs-material ⭐ 25,858
    Documentation that simply works
    🔗 squidfunk.github.io/mkdocs-material

13. keon/algorithms ⭐ 24,956
    Minimal examples of data structures and algorithms in Python

14. norvig/pytudes ⭐ 24,251
    Python programs, usually short, of considerable difficulty, to perfect particular skills.

15. delgan/loguru ⭐ 23,492
    Python logging made (stupidly) simple
    🔗 loguru.readthedocs.io

16. facebookresearch/audiocraft ⭐ 22,929
    Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

17. chriskiehl/Gooey ⭐ 22,040
    Turn (almost) any Python command line program into a full GUI application with one line

18. rustpython/RustPython ⭐ 21,718
    A Python Interpreter written in Rust
    🔗 rustpython.github.io

19. mkdocs/mkdocs ⭐ 21,625
    Project documentation with Markdown.
    🔗 www.mkdocs.org

20. micropython/micropython ⭐ 21,373
    MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems
    🔗 micropython.org

21. higherorderco/Bend ⭐ 19,144
    A massively parallel, high-level programming language
    🔗 higherorderco.com

22. kivy/kivy ⭐ 18,828
    Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS
    🔗 kivy.org

23. openai/triton ⭐ 18,225
    Development repository for the Triton language and compiler
    🔗 triton-lang.org

24. comet-ml/opik ⭐ 17,482
    Opik is an open-source platform for evaluating, testing and monitoring LLM applications.
    🔗 www.comet.com/docs/opik

25. ipython/ipython ⭐ 16,662
    Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
    🔗 ipython.readthedocs.org

26. alievk/avatarify-python ⭐ 16,550
    Avatars for Zoom, Skype and other video-conferencing apps.

27. caronc/apprise ⭐ 15,648
    Apprise - Push Notifications that work with just about every platform!
    🔗 hub.docker.com/r/caronc/apprise

28. pyo3/pyo3 ⭐ 15,202
    Rust bindings for the Python interpreter
    🔗 pyo3.rs

29. google/brotli ⭐ 14,548
    Brotli is a generic-purpose lossless compression algorithm that compresses data using a combination of a modern variant of the LZ77 algorithm, Huffman coding and 2nd order context modeling

30. nuitka/Nuitka ⭐ 14,417
    Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.4-3.13. You feed it your Python app, it does a lot of clever things, and spits out an executable or extension module.
    🔗 nuitka.net

31. zulko/moviepy ⭐ 14,268
    Video editing with Python
    🔗 zulko.github.io/moviepy

32. pyodide/pyodide ⭐ 14,148
    Pyodide is a Python distribution for the browser and Node.js based on WebAssembly
    🔗 pyodide.org/en/stable

33. python-pillow/Pillow ⭐ 13,332
    The Python Imaging Library adds image processing capabilities to Python (Pillow is the friendly PIL fork)
    🔗 python-pillow.github.io

34. pytube/pytube ⭐ 13,066
    A lightweight, dependency-free Python library (and command-line utility) for downloading YouTube Videos.
    🔗 pytube.io

35. ninja-build/ninja ⭐ 12,636
    Ninja is a small build system with a focus on speed.
    🔗 ninja-build.org

36. asweigart/pyautogui ⭐ 12,236
    A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.

37. dbader/schedule ⭐ 12,225
    Python job scheduling for humans.
    🔗 schedule.readthedocs.io

38. secdev/scapy ⭐ 12,003
    Scapy: the Python-based interactive packet manipulation program & library.
    🔗 scapy.net

39. magicstack/uvloop ⭐ 11,607
    Ultra fast asyncio event loop.

40. icloud-photos-downloader/icloud_photos_downloader ⭐ 11,439
    A command-line tool to download photos from iCloud

41. pallets/jinja ⭐ 11,404
    A very fast and expressive template engine.
    🔗 jinja.palletsprojects.com

42. aristocratos/bpytop ⭐ 10,854
    Linux/OSX/FreeBSD resource monitor

43. cython/cython ⭐ 10,580
    The most widely used Python to C compiler
    🔗 cython.org

44. facebookresearch/hydra ⭐ 10,139
    Hydra is a framework for elegantly configuring complex applications
    🔗 hydra.cc

45. py-pdf/pypdf ⭐ 9,761
    A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files
    🔗 pypdf.readthedocs.io/en/latest

46. boto/boto3 ⭐ 9,665
    Boto3, an AWS SDK for Python
    🔗 aws.amazon.com/sdk-for-python

47. paramiko/paramiko ⭐ 9,661
    The leading native Python SSHv2 protocol library.
    🔗 paramiko.org

48. aws/serverless-application-model ⭐ 9,546
    The AWS Serverless Application Model (AWS SAM) transform is a AWS CloudFormation macro that transforms SAM templates into CloudFormation templates.
    🔗 aws.amazon.com/serverless/sam

49. xonsh/xonsh ⭐ 9,186
    🐚 Python-powered shell. Full-featured and cross-platform.
    🔗 xon.sh

50. arrow-py/arrow ⭐ 9,015
    🏹 Better dates & times for Python
    🔗 arrow.readthedocs.io

51. googleapis/google-api-python-client ⭐ 8,678
    🐍 The official Python client library for Google's discovery based APIs.
    🔗 googleapis.github.io/google-api-python-client/docs

52. eternnoir/pyTelegramBotAPI ⭐ 8,662
    Python Telegram bot api.

53. theskumar/python-dotenv ⭐ 8,619
    Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications following the 12-factor principles.
    🔗 saurabh-kumar.com/python-dotenv

54. kellyjonbrazil/jc ⭐ 8,510
    CLI tool and python library that converts the output of popular command-line tools, file-types, and common strings to JSON, YAML, or Dictionaries. This allows piping of output to tools like jq and simplifying automation scripts.

55. jasonppy/VoiceCraft ⭐ 8,456
    Zero-Shot Speech Editing and Text-to-Speech in the Wild

56. jd/tenacity ⭐ 8,287
    Retrying library for Python
    🔗 tenacity.readthedocs.io

57. googlecloudplatform/python-docs-samples ⭐ 7,956
    Code samples used on cloud.google.com

58. timdettmers/bitsandbytes ⭐ 7,912
    Accessible large language models via k-bit quantization for PyTorch.
    🔗 huggingface.co/docs/bitsandbytes/main/en/index

59. ijl/orjson ⭐ 7,827
    Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy

60. pygithub/PyGithub ⭐ 7,647
    Typed interactions with the GitHub API v3
    🔗 pygithub.readthedocs.io

61. sphinx-doc/sphinx ⭐ 7,627
    The Sphinx documentation generator
    🔗 www.sphinx-doc.org

62. google/latexify_py ⭐ 7,592
    A library to generate LaTeX expression from Python code.

63. pyca/cryptography ⭐ 7,446
    cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.
    🔗 cryptography.io

64. bndr/pipreqs ⭐ 7,417
    pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this project forward.

65. agronholm/apscheduler ⭐ 7,257
    Task scheduling library for Python
    🔗 apscheduler.readthedocs.io

66. gorakhargosh/watchdog ⭐ 7,234
    Python library and shell utilities to monitor filesystem events.
    🔗 packages.python.org/watchdog

67. marshmallow-code/marshmallow ⭐ 7,231
    A lightweight library for converting complex objects to and from simple Python datatypes.
    🔗 marshmallow.readthedocs.io

68. hugapi/hug ⭐ 6,906
    Embrace the APIs of the future. Hug aims to make developing APIs as simple as possible, but no simpler.

69. pdfminer/pdfminer.six ⭐ 6,871
    Community maintained fork of pdfminer - we fathom PDF
    🔗 pdfminersix.readthedocs.io

70. openai/point-e ⭐ 6,849
    Point cloud diffusion for 3D model synthesis

71. traceloop/openllmetry ⭐ 6,784
    Open-source observability for your GenAI or LLM application, based on OpenTelemetry
    🔗 www.traceloop.com/openllmetry

72. sdispater/pendulum ⭐ 6,609
    Python datetimes made easy
    🔗 pendulum.eustace.io

73. scikit-image/scikit-image ⭐ 6,431
    Image processing in Python
    🔗 scikit-image.org

74. pytransitions/transitions ⭐ 6,392
    A lightweight, object-oriented finite state machine implementation in Python with many extensions

75. wireservice/csvkit ⭐ 6,328
    A suite of utilities for converting to and working with CSV, the king of tabular file formats.
    🔗 csvkit.readthedocs.io

76. rsalmei/alive-progress ⭐ 6,221
    A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!

77. spotify/pedalboard ⭐ 5,941
    🎛 🔊 A Python library for audio.
    🔗 spotify.github.io/pedalboard

78. pywinauto/pywinauto ⭐ 5,863
    Windows GUI Automation with Python (based on text properties)
    🔗 pywinauto.github.io

79. tebelorg/RPA-Python ⭐ 5,442
    Python package for doing RPA

80. buildbot/buildbot ⭐ 5,423
    Python-based continuous integration testing framework; your pull requests are more than welcome!
    🔗 www.buildbot.net

81. prompt-toolkit/ptpython ⭐ 5,394
    A better Python REPL

82. pythonnet/pythonnet ⭐ 5,385
    Python for .NET is a package that gives Python programmers nearly seamless integration with the .NET Common Language Runtime (CLR) and provides a powerful application scripting tool for .NET developers.
    🔗 pythonnet.github.io

83. pyo3/maturin ⭐ 5,317
    Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
    🔗 maturin.rs

84. ashleve/lightning-hydra-template ⭐ 5,116
    PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

85. pytoolz/toolz ⭐ 5,112
    A functional standard library for Python.
    🔗 toolz.readthedocs.org

86. bogdanp/dramatiq ⭐ 5,098
    A fast and reliable background task processing library for Python 3.
    🔗 dramatiq.io

87. gitpython-developers/GitPython ⭐ 5,063
    GitPython is a python library used to interact with Git repositories.
    🔗 gitpython.readthedocs.org

88. jorgebastida/awslogs ⭐ 4,975
    AWS CloudWatch logs for Humans™

89. ets-labs/python-dependency-injector ⭐ 4,779
    Dependency injection framework for Python
    🔗 python-dependency-injector.ets-labs.org

90. pyinvoke/invoke ⭐ 4,695
    Pythonic task management & command execution.
    🔗 pyinvoke.org

91. pyinfra-dev/pyinfra ⭐ 4,673
    🔧 pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fast and scales from one server to thousands.
    🔗 pyinfra.com

92. spotify/basic-pitch ⭐ 4,609
    A lightweight yet powerful audio-to-MIDI converter with pitch bend detection
    🔗 basicpitch.io

93. blealtan/efficient-kan ⭐ 4,566
    An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

94. pydantic/monty ⭐ 4,523
    A minimal, secure Python interpreter written in Rust for use by AI

95. hynek/structlog ⭐ 4,517
    Simple, powerful, and fast logging for Python.
    🔗 www.structlog.org

96. adafruit/circuitpython ⭐ 4,455
    CircuitPython - a Python implementation for teaching coding with microcontrollers
    🔗 circuitpython.org

97. miguelgrinberg/python-socketio ⭐ 4,309
    Python Socket.IO server and client

98. evhub/coconut ⭐ 4,299
    Coconut (coconut-lang.org) is a variant of Python that adds on top of Python syntax new features for simple, elegant, Pythonic functional programming.
    🔗 coconut-lang.org

99. pydata/xarray ⭐ 4,070
    N-D labeled arrays and datasets in Python
    🔗 xarray.dev

100. pydantic/logfire ⭐ 3,955
     AI observability platform for production LLM and agent systems.
     🔗 logfire.pydantic.dev/docs

101. tartley/colorama ⭐ 3,765
     Simple cross-platform colored terminal text in Python

102. camelot-dev/camelot ⭐ 3,576
     A Python library to extract tabular data from PDFs
     🔗 camelot-py.readthedocs.io

103. jorisschellekens/borb ⭐ 3,551
     borb is a library for reading, creating and manipulating PDF files in python.
     🔗 borbpdf.com

104. jcrist/msgspec ⭐ 3,530
     A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML
     🔗 jcristharif.com/msgspec

105. osohq/oso ⭐ 3,494
     Deprecated: See README

106. pyserial/pyserial ⭐ 3,490
     Python serial port access library
     🔗 pyserial.readthedocs.io/en/latest

107. karpathy/reader3 ⭐ 3,261
     A lightweight, self-hosted EPUB reader that lets you read through EPUB books one chapter at a time.

108. libaudioflux/audioFlux ⭐ 3,241
     A library for audio and music analysis, feature extraction.
     🔗 audioflux.top

109. rhettbull/osxphotos ⭐ 3,230
     Python app to work with pictures and associated metadata from Apple Photos on macOS. Also includes a package to provide programmatic access to the Photos library, pictures, and metadata.

110. whylabs/whylogs ⭐ 2,788
     An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈
     🔗 whylogs.readthedocs.io

111. litl/backoff ⭐ 2,702
     Python library providing function decorators for configurable backoff and retry

112. anthropics/anthropic-sdk-python ⭐ 2,651
     SDK providing access to Anthropic's safety-first language model APIs

113. dosisod/refurb ⭐ 2,519
     A tool for refurbishing and modernizing Python codebases

114. pyston/pyston ⭐ 2,509
     (No longer maintained) A faster and highly-compatible implementation of the Python programming language.
     🔗 www.pyston.org

115. astanin/python-tabulate ⭐ 2,508
     Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from bitbucket.org/astanin/python-tabulate.
     🔗 pypi.org/project/tabulate

116. ariebovenberg/whenever ⭐ 2,285
     ⏰ Modern datetime library for Python
     🔗 whenever.rtfd.io

117. open-telemetry/opentelemetry-python ⭐ 2,285
     OpenTelemetry Python API and SDK
     🔗 opentelemetry.io

118. p0dalirius/Coercer ⭐ 2,164
     A python script to automatically coerce a Windows server to authenticate on an arbitrary machine through 12 methods.
     🔗 podalirius.net

119. pygments/pygments ⭐ 2,098
     Pygments is a generic syntax highlighter written in Python
     🔗 pygments.org

120. mkdocstrings/mkdocstrings ⭐ 2,043
     📘 Automatic documentation from sources, for MkDocs.
     🔗 mkdocstrings.github.io

121. karpathy/rendergit ⭐ 2,011
     Render any git repo into a single static HTML page for humans or LLMs

122. chrishayuk/mcp-cli ⭐ 1,844
     A protocol-level CLI designed to interact with a Model Context Protocol server. The client allows users to send commands, query data, and interact with various resources provided by the server.

123. extensityai/symbolicai ⭐ 1,659
     Compositional Differentiable Programming Library - divide-and-conquer approach to break down a complex problem into smaller, more manageable problems.

124. pypy/pypy ⭐ 1,635
     PyPy is a very fast and compliant implementation of the Python language.
     🔗 pypy.org

125. lcompilers/lpython ⭐ 1,627
     Python compiler
     🔗 lpython.org

126. juanbindez/pytubefix ⭐ 1,445
     Python3 library for downloading YouTube Videos.
     🔗 pytubefix.readthedocs.io

127. daveebbelaar/python-whatsapp-bot ⭐ 1,438
     This guide will walk you through the process of creating a WhatsApp bot using the Meta (formerly Facebook) Cloud API with pure Python, and Flask
     🔗 www.datalumina.com

128. pydantic/pydantic-settings ⭐ 1,227
     Settings management using pydantic
     🔗 docs.pydantic.dev/latest/usage/pydantic_settings

129. barracuda-fsh/pyobd ⭐ 1,140
     An OBD-II compliant car diagnostic tool

130. lastmile-ai/aiconfig ⭐ 1,077
     AIConfig saves prompts, models and model parameters as source control friendly configs. This allows you to iterate on prompts and model parameters separately from your application code.
     🔗 aiconfig.lastmileai.dev

131. tavily-ai/tavily-python ⭐ 981
     The Tavily Python wrapper allows for easy interaction with the Tavily API, offering the full range of our search and extract functionalities directly from your Python programs.
     🔗 pypi.org/project/tavily-python

132. tox-dev/filelock ⭐ 926
     A platform independent file lock in Python, which provides a simple way of inter-process communication
     🔗 py-filelock.readthedocs.io

133. secretiveshell/MCP-Bridge ⭐ 895
     A middleware to provide an openAI compatible endpoint that can call MCP tools

134. google/pyglove ⭐ 708
     Manipulating Python Programs

135. neuml/annotateai ⭐ 400
     Automatically annotates papers using Large Language Models (LLMs)

Vizualisation

Vizualisation tools and libraries. Application frameworks, 2D/3D plotting, dashboards, WebGL.

1. apache/superset ⭐ 70,248
   Apache Superset is a Data Visualization and Data Exploration Platform
   🔗 superset.apache.org

2. streamlit/streamlit ⭐ 43,180
   Streamlit — A faster way to build and share data apps.
   🔗 streamlit.io

3. gradio-app/gradio ⭐ 41,415
   Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
   🔗 www.gradio.app

4. danny-avila/LibreChat ⭐ 33,310
   LibreChat is a free, open source AI chat platform. This Web UI offers vast customization, supporting numerous AI providers, services, and integrations.
   🔗 librechat.ai

5. plotly/dash ⭐ 24,412
   Data Apps & Dashboards for Python. No JavaScript Required.
   🔗 plotly.com/dash

6. matplotlib/matplotlib ⭐ 22,262
   matplotlib: plotting with Python
   🔗 matplotlib.org/stable

7. bokeh/bokeh ⭐ 20,307
   Interactive Data Visualization in the browser, from Python
   🔗 bokeh.org

8. plotly/plotly.py ⭐ 18,208
   The interactive graphing library for Python ✨
   🔗 plotly.com/python

9. microsoft/data-formulator ⭐ 14,772
   Transform data and create rich visualizations iteratively with AI
   🔗 arxiv.org/abs/2408.16119

10. visgl/deck.gl ⭐ 13,775
    WebGL2 powered visualization framework
    🔗 deck.gl

11. mwaskom/seaborn ⭐ 13,696
    Statistical data visualization in Python
    🔗 seaborn.pydata.org

12. nvidia/TensorRT-LLM ⭐ 12,718
    TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performa...
    🔗 nvidia.github.io/tensorrt-llm

13. marceloprates/prettymaps ⭐ 12,109
    Draw pretty maps from OpenStreetMap data! Built with osmnx +matplotlib + shapely
    🔗 prettymaps.streamlit.app

14. altair-viz/altair ⭐ 10,222
    Declarative visualization library for Python
    🔗 altair-viz.github.io

15. renpy/renpy ⭐ 6,169
    The Ren'Py Visual Novel Engine
    🔗 www.renpy.org

16. holoviz/panel ⭐ 5,577
    Panel: The powerful data exploration & web app framework for Python
    🔗 panel.holoviz.org

17. lux-org/lux ⭐ 5,369
    Automatically visualize your pandas dataframe via a single print! 📊 💡

18. man-group/dtale ⭐ 5,045
    Visualizer for pandas data structures
    🔗 alphatechadmin.pythonanywhere.com

19. has2k1/plotnine ⭐ 4,490
    A Grammar of Graphics for Python
    🔗 plotnine.org

20. pyqtgraph/pyqtgraph ⭐ 4,282
    Fast data visualization and GUI tools for scientific / engineering applications
    🔗 www.pyqtgraph.org

21. residentmario/missingno ⭐ 4,183
    missingno provides a small toolset of flexible and easy-to-use missing data visualizations and utilities that allows you to get a quick visual summary of the completeness (or lack thereof) of your dataset.

22. mckinsey/vizro ⭐ 3,561
    Vizro is a low-code toolkit for building high-quality data visualization apps.
    🔗 vizro.readthedocs.io/en/stable

23. pyvista/pyvista ⭐ 3,483
    3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)
    🔗 docs.pyvista.org

24. ml-tooling/opyrator ⭐ 3,135
    🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.
    🔗 opyrator-playground.mltooling.org

25. netflix/flamescope ⭐ 3,097
    FlameScope is a visualization tool for exploring different time ranges as Flame Graphs.

26. facebookresearch/hiplot ⭐ 2,800
    HiPlot makes understanding high dimensional data easy
    🔗 facebookresearch.github.io/hiplot

27. napari/napari ⭐ 2,584
    A fast, interactive, multi-dimensional image viewer for Python. It's designed for browsing, annotating, and analyzing large multi-dimensional images.
    🔗 napari.org

28. holoviz/holoviz ⭐ 906
    High-level tools to simplify visualization in Python.
    🔗 holoviz.org

29. hazyresearch/meerkat ⭐ 852
    Explore and understand your training and validation data.

30. anvaka/word2vec-graph ⭐ 711
    Exploring word2vec embeddings as a graph of nearest neighbors
    🔗 anvaka.github.io/pm/#/galaxy/word2vec-wiki?cx=-4651&cy=4492&cz=-1988&lx=-0.0915&ly=-0.9746&lz=-0.2030&lw=0.0237&ml=300&s=1.75&l=1&v=d50_clean_small

Web

Web related frameworks and libraries: webapp servers, WSGI, ASGI, asyncio, HTTP, REST, user management.

1. tiangolo/fastapi ⭐ 94,400
   FastAPI framework, high performance, easy to learn, fast to code, ready for production
   🔗 fastapi.tiangolo.com

2. django/django ⭐ 86,553
   The Web framework for perfectionists with deadlines.
   🔗 www.djangoproject.com

3. sherlock-project/sherlock ⭐ 72,113
   Hunt down social media accounts by username across social networks
   🔗 sherlockproject.xyz

4. pallets/flask ⭐ 71,080
   The Python micro framework for building web applications.
   🔗 flask.palletsprojects.com

5. psf/requests ⭐ 53,675
   A simple, yet elegant, HTTP library.
   🔗 requests.readthedocs.io/en/latest

6. reflex-dev/reflex ⭐ 28,008
   🕸️ Web apps in pure Python 🐍
   🔗 reflex.dev

7. tornadoweb/tornado ⭐ 22,432
   Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
   🔗 www.tornadoweb.org

8. vincigit00/Scrapegraph-ai ⭐ 22,365
   ScrapeGraphAI is a web scraping python library that uses LLM and direct graph logic to create scraping pipelines for websites and local documents
   🔗 scrapegraphai.com

9. wagtail/wagtail ⭐ 20,076
   A Django content management system focused on flexibility and user experience
   🔗 wagtail.org

10. pyscript/pyscript ⭐ 18,691
    A framework that allows users to create rich Python applications in the browser using HTML's interface and the power of Pyodide, WASM, and modern web technologies.
    🔗 pyscript.net

11. huge-success/sanic ⭐ 18,630
    Accelerate your web app development | Build fast. Run fast.
    🔗 sanic.dev

12. aio-libs/aiohttp ⭐ 16,222
    Asynchronous HTTP client/server framework for asyncio and Python
    🔗 docs.aiohttp.org

13. flet-dev/flet ⭐ 15,387
    Flet enables developers to easily build realtime web, mobile and desktop apps in Python. No frontend experience required.
    🔗 flet.dev

14. zauberzeug/nicegui ⭐ 15,172
    Create web-based user interfaces with Python. The nice way.
    🔗 nicegui.io

15. encode/httpx ⭐ 14,932
    A next generation HTTP client for Python. 🦋
    🔗 www.python-httpx.org

16. getpelican/pelican ⭐ 13,195
    Static site generator that supports Markdown and reST syntax. Powered by Python.
    🔗 getpelican.com

17. encode/starlette ⭐ 11,863
    The little ASGI framework that shines. 🌟
    🔗 starlette.dev

18. aws/chalice ⭐ 11,053
    Python Serverless Microframework for AWS

19. benoitc/gunicorn ⭐ 10,404
    gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.
    🔗 www.gunicorn.org

20. encode/uvicorn ⭐ 10,325
    An ASGI web server, for Python. 🦄
    🔗 uvicorn.dev

21. falconry/falcon ⭐ 9,780
    The no-magic web API and microservices framework for Python developers, with a focus on reliability and performance at scale.
    🔗 falcon.readthedocs.io

22. vitalik/django-ninja ⭐ 8,856
    💨 Fast, Async-ready, Openapi, type hints based framework for building APIs
    🔗 django-ninja.dev

23. bottlepy/bottle ⭐ 8,734
    bottle.py is a fast and simple micro-framework for python web-applications.
    🔗 bottlepy.org

24. graphql-python/graphene ⭐ 8,244
    GraphQL framework for Python
    🔗 graphene-python.org

25. reactive-python/reactpy ⭐ 8,154
    ReactPy is a library for building user interfaces in Python without Javascript
    🔗 reactpy.dev

26. starlite-api/litestar ⭐ 7,934
    Light, flexible and extensible ASGI framework | Built to scale
    🔗 docs.litestar.dev

27. pallets/werkzeug ⭐ 6,830
    The comprehensive WSGI web application library.
    🔗 werkzeug.palletsprojects.com

28. pyeve/eve ⭐ 6,744
    REST API framework designed for human beings
    🔗 python-eve.org

29. fastapi-users/fastapi-users ⭐ 5,948
    Ready-to-use and customizable users management for FastAPI
    🔗 fastapi-users.github.io/fastapi-users

30. webpy/webpy ⭐ 5,933
    web.py is a web framework for python that is as simple as it is powerful.
    🔗 webpy.org

31. pywebio/PyWebIO ⭐ 4,822
    Write interactive web app in script way.
    🔗 pywebio.readthedocs.io

32. nameko/nameko ⭐ 4,765
    A microservices framework for Python that lets service developers concentrate on application logic and encourages testability.
    🔗 www.nameko.io

33. strawberry-graphql/strawberry ⭐ 4,590
    A GraphQL library for Python that leverages type annotations 🍓
    🔗 strawberry.rocks

34. freddyaboulton/fastrtc ⭐ 4,500
    Turn any python function into a real-time audio and video stream over WebRTC or WebSockets.
    🔗 fastrtc.org

35. h2oai/wave ⭐ 4,223
    H2O Wave is a software stack for building beautiful, low-latency, realtime, browser-based applications and dashboards entirely in Python/R without using HTML, Javascript, or CSS.
    🔗 wave.h2o.ai

36. fastapi-admin/fastapi-admin ⭐ 3,684
    A fast admin dashboard based on FastAPI and TortoiseORM with tabler ui, inspired by Django admin
    🔗 fastapi-admin-docs.long2ice.io

37. pallets/quart ⭐ 3,577
    An async Python micro framework for building web applications.
    🔗 quart.palletsprojects.com

38. s3rius/FastAPI-template ⭐ 2,716
    Feature rich robust FastAPI template.

39. flipkart-incubator/Astra ⭐ 2,629
    Automated Security Testing For REST API's

40. dot-agent/nextpy ⭐ 2,335
    🤖Self-Modifying Framework from the Future 🔮 World's First AMS
    🔗 dotagent.ai

41. dmontagu/fastapi-utils ⭐ 2,297
    Reusable utilities for FastAPI: a number of utilities to help reduce boilerplate and reuse common functionality across projects
    🔗 fastapiutils.github.io/fastapi-utils

42. python-restx/flask-restx ⭐ 2,240
    Fork of Flask-RESTPlus: Fully featured framework for fast, easy and documented API development with Flask
    🔗 flask-restx.readthedocs.io/en/latest

43. jordaneremieff/mangum ⭐ 2,059
    An adapter for running ASGI applications in AWS Lambda to handle Function URL, API Gateway, ALB, and Lambda@Edge events
    🔗 mangum.fastapiexpert.com

44. long2ice/fastapi-cache ⭐ 1,812
    fastapi-cache is a tool to cache fastapi response and function result, with backends support redis and memcached.
    🔗 github.com/long2ice/fastapi-cache

45. rstudio/py-shiny ⭐ 1,678
    Shiny for Python
    🔗 shiny.posit.co/py

46. awtkns/fastapi-crudrouter ⭐ 1,676
    A dynamic FastAPI router that automatically creates CRUD routes for your models
    🔗 fastapi-crudrouter.awtkns.com

47. whitphx/stlite ⭐ 1,583
    A port of Streamlit to WebAssembly, powered by Pyodide.
    🔗 edit.share.stlite.net

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1,556 hand-picked awesome Python libraries and frameworks, updated 19 Apr 2026