Top ML repositories

Repositories with the GitHub topic “ml”: 37 repositories with 972k stars between them, mostly written in Python, C++ and Jupyter Notebook. The highest-rated is tensorflow/tensorflow, #132 on the bestofgithub Elo ladder.

Biggest movers this week

The-Swarm-Corporation/AutoHedge

Open on GitHubPython

Build your autonomous hedge fund in minutes. AutoHedge harnesses the power of swarm intelligence and AI agents to automate market analysis, risk management, and trade execution.

  • 1,579+13 Elo, change today
  • 6.7k stars
  • 978 forks
git
git clone https://github.com/The-Swarm-Corporation/AutoHedge.git
  • ai
  • blackrock
  • finance
  • goldmansachs

Unstructured-IO/unstructured

Open on GitHubHTML

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

  • 1,695+4 Elo, change today
  • 15.7k stars
  • 1.3k forks
  • 75 watchers
pip
pipx install unstructured
  • data-pipelines
  • deep-learning
  • document-image-analysis
  • document-image-processing

alibaba/MNN

Open on GitHubC++

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

  • 1,812−5 Elo, change today
  • 16.5k stars
  • 2.5k forks
  • 237 watchers
git
git clone https://github.com/alibaba/MNN.git
  • arm
  • convolution
  • deep-learning
  • embedded-devices

mahseema/awesome-ai-tools

Open on GitHub

A curated list of Artificial Intelligence Top Tools

  • 1,630±0 Elo, change today
  • 6.5k stars
  • 2.6k forks
git
git clone https://github.com/mahseema/awesome-ai-tools.git
  • ai
  • ai-agent
  • ai-agents
  • ai-assistant

omnigent-ai/omnigent

Open on GitHubPython

Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting, enforce policies and sandboxing, and collaborate in real time from any device.

  • 1,786−4 Elo, change today
  • 11.3k stars
  • 1.9k forks
  • 42 watchers
git
git clone https://github.com/omnigent-ai/omnigent.git
  • agent-framework
  • agent-governance
  • agent-orchestration
  • agents

speedyapply/2027-AI-College-Jobs

Open on GitHub

2027 AI/ML internship & new graduate job list updated daily

  • 1,369+4 Elo, change today
  • 6.6k stars
  • 244 forks
git
git clone https://github.com/speedyapply/2027-AI-College-Jobs.git
  • ai
  • applications
  • artificial-intelligence
  • college

Top 37 on the Elo ladder

  1. #132
    tensorflow/tensorflow

    An Open Source Machine Learning Framework for Everyone

    2,193 Elo −31201kC++
  2. #135
    huggingface/transformers

    The reference library for pretrained text, vision and audio models: load, fine-tune and run thousands of checkpoints.

    2,186 Elo −5169kPython
  3. #173
    Asabeneh/30-Days-Of-Python

    The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30…

    2,145 Elo −3978.8kPython
  4. #331
    microsoft/ML-For-Beginners

    12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

    2,049 Elo −4492.2kJupyter Notebook
  5. #799
    mlflow/mlflow

    The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug…

    1,895 Elo −1528.8kPython
  6. #866
    zeroclaw-labs/zeroclaw

    Fast, small, and fully autonomous AI personal assistant infrastructure, any OS, any platform — deploy anywhere, swap…

    1,881 Elo −133.3kRust
  7. #1,303
    alibaba/MNN

    MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs…

    1,812 Elo +4316.5kC++
  8. #1,484
    omnigent-ai/omnigent

    Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom…

    1,786 Elo +3711.3kPython
  9. #1,793
    lutzroeder/netron

    Visualizer for neural network, deep learning and machine learning models

    1,750 Elo −3133.6kJavaScript
  10. #1,872
    onnx/onnx

    Open standard for machine learning interoperability

    1,742 Elo −3321.6kPython
  11. #2,309
    Unstructured-IO/unstructured

    Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex…

    1,695 Elo +4615.7kHTML
  12. #2,905
    ageron/handson-ml

    ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

    1,644 Elo −9325.6kJupyter Notebook
  13. #3,093
    mahseema/awesome-ai-tools

    A curated list of Artificial Intelligence Top Tools

    1,630 Elo +406.5k
  14. #3,116
    lukasmasuch/best-of-ml-python

    🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

    1,628 Elo −4223.8k
  15. #3,441
    visenger/awesome-mlops

    A curated list of references for MLOps

    1,608 Elo −5714.2k
  16. #3,545
    kubeflow/kubeflow

    The Cloud Native AI Platform

    1,602 Elo −415.9k
  17. #3,893
    The-Swarm-Corporation/AutoHedge

    Build your autonomous hedge fund in minutes. AutoHedge harnesses the power of swarm intelligence and AI agents to…

    1,579 Elo +616.7kPython
  18. #3,949
    kyegomez/OpenMythos

    A theoretical reconstruction of the Claude Mythos architecture, built from first principles using the available…

    1,576 Elo −2314.9kPython
  19. #5,624
    Netflix/metaflow

    Build, Manage and Deploy AI/ML Systems

    1,491 Elo −710.3kPython
  20. #6,295
    traceloop/openllmetry

    Open-source observability for your GenAI or LLM application, based on OpenTelemetry

    1,461 Elo +97.5kPython
  21. #6,477
    margelo/react-native-vision-camera

    📸 A powerful, high-performance React Native Camera library.

    1,453 Elo +19.6kTypeScript
  22. #6,541
    pycaret/pycaret

    Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

    1,451 Elo +59.8kPython
  23. #6,550
    feast-dev/feast

    The Open Source Feature Store for AI/ML

    1,450 Elo +297.3kPython
  24. #6,749
    dotnet/machinelearning

    ML.NET is an open source and cross-platform machine learning framework for .NET.

    1,443 Elo −169.3kC#
  25. #6,992
    google/dopamine

    Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

    1,434 Elo −1010.9kJupyter Notebook
  26. #7,012
    ludwig-ai/ludwig

    Low-code framework for building custom LLMs, neural networks, and other AI models

    1,433 Elo −2411.7kPython
  27. #7,719
    tensorzero/tensorzero

    TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and…

    1,406 Elo −2611.7kRust
  28. #7,950
    Stability-AI/StableStudio

    Community interface for generative AI

    1,397 Elo −129kTypeScript
  29. #7,981
    facebookarchive/caffe2

    Caffe2 is a lightweight, modular, and scalable deep learning framework.

    1,396 Elo −198.3kShell
  30. #8,105
    Oneflow-Inc/oneflow

    OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

    1,391 Elo −139.4kC++
  31. #8,191
    dair-ai/Mathematics-for-ML

    🧮 A collection of resources to learn mathematics for machine learning

    1,388 Elo +76.5k
  32. #8,545
    tensorflow/serving

    A flexible, high-performance serving system for machine learning models

    1,373 Elo −166.3kC++
  33. #8,642
    speedyapply/2027-AI-College-Jobs

    2027 AI/ML internship & new graduate job list updated daily

    1,369 Elo +346.6k
  34. #9,366
    likedan/Awesome-CoreML-Models

    Largest list of models for Core ML (for iOS 11+)

    1,329 Elo +157kPython
  35. #9,637
    postgresml/postgresml

    Postgres with GPUs for ML/AI apps.

    1,303 Elo −196.8kRust
  36. #9,690
    aimhubio/aim

    Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

    1,295 Elo −66.2kPython
  37. #9,729
    NeoVertex1/SuperPrompt

    SuperPrompt is an attempt to engineer prompts that might help us understand AI agents.

    1,290 Elo −116.4k