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ML & Deep Learning Frameworks

Grouped by technology, as developers usually describe it.

278 tools

  1. Build and train machine-learning models (for developers)
    ★ 201kstars
    tensorflow by tensorflow
    For developersCode libraryHealthy
  2. Build and train neural networks (for developers)
    ★ 105kstars
    pytorch by pytorch
    For developersCode libraryHealthy
  3. Research stocks, crypto and the economy with AI
    ★ 75.1kstars
    OpenBB by openbq-org
    No codingDesktop appHealthy
  4. Build classic machine-learning models in Python
    ★ 68kstars
    scikit-learn by scikit-learn
    For developersCode libraryHealthy
  5. Build deep-learning models with simple Python code
    ★ 64.4kstars
    keras by keras-team
    For developersCode libraryHealthy
  6. Recognize faces in photos with a few lines of code
    ★ 56.9kstars
    face_recognition by ageitgey
    For developersCode libraryHealthy
  7. Research investing strategies with AI
    ★ 50kstars
    qlib by microsoft
    For developersCode libraryHealthy
  8. Turn a Python script into a shareable web app
    ★ 46.2kstars
    streamlit by streamlit
    For developersCode libraryHealthy
  9. Scale AI training and data jobs across many computers
    ★ 44.2kstars
    ray by ray-project
    For developersCode libraryHealthy
  10. Build a web demo for an AI model in a few lines of Python
    ★ 44kstars
    gradio by gradio-app
    For developersCode libraryHealthy
  11. Train huge AI models faster with less memory
    ★ 43.3kstars
    DeepSpeed by deepspeedai
    For developersCode libraryHealthy
  12. Explore code from Google Research papers
    ★ 39.1kstars
    google-research by google-research
    No codingGuide or readingHealthy
  13. Study Andrew Ng's machine learning course notes (Chinese)
    ★ 38.1kstars
    Coursera-ML-AndrewNg-Notes by fengdu78
    No codingGuide or readingHealthy
  14. Restore old or blurry faces in photos
    ★ 37.7kstars
    GFPGAN by TencentARC · Free alternative to Remini
    For developersCode library▶ Try onlineUse with care
  15. Upscale and sharpen images and videos
    ★ 37.4kstars
    Real-ESRGAN by xinntao · Free alternative to Topaz Gigapixel
    For developersCode libraryFair
  16. Learn algorithms through C++ examples
    ★ 34.9kstars
    C-Plus-Plus by TheAlgorithms
    No codingGuide or readingHealthy
  17. Match images with text descriptions
    ★ 34.6kstars
    CLIP by openai
    For developersCode libraryFair
  18. Use Caffe, an early deep-learning framework
    ★ 34.6kstars
    caffe by BVLC
    For developersCode libraryUse with care
  19. Learn from classic AI papers explained paragraph by paragraph (Chinese)
    ★ 34.1kstars
    paper-reading by mli
    No codingGuide or readingFair
  20. See inside AI model files visually
    ★ 33.7kstars
    netron by lutzroeder
    No codingDesktop appHealthy
  21. Train translation and language models
    ★ 32.2kstars
    fairseq by facebookresearch
    For developersCode libraryUse with careArchived
  22. Build and run automated trading systems
    ★ 31.2kstars
    nautilus_trader by nautechsystems
    For developersCode libraryHealthy
  23. See how Stanford trained the Alpaca model
    ★ 30.2kstars
    stanford_alpaca by tatsu-lab
    For developersCode libraryFair
  24. Detect, recognize and analyze faces in 2D and 3D
    ★ 30.1kstars
    insightface by deepinsight
    For developersCode libraryHealthy
  25. Run AI models fast with the MAX engine and Mojo language
    ★ 30.1kstars
    modular by modular
    For developersCode libraryHealthy
  26. Build accurate prediction models from tables of data
    ★ 28.9kstars
    xgboost by dmlc
    For developersCode libraryHealthy
  27. Follow a daily plan to become a machine learning engineer
    ★ 28.9kstars
    machine-learning-for-software-engineers by ZuzooVn
    No codingGuide or readingFair
  28. Split songs into vocals, drums, bass and more
    ★ 28.5kstars
    spleeter by deezer · Free alternative to Moises, LALAL.AI
    Some setupCommand-line toolHealthy
  29. Train deep learning models with less code
    ★ 28.3kstars
    fastai by fastai
    For developersCode libraryHealthy
  30. Convert a singing voice to sound like another singer
    ★ 28.1kstars
    so-vits-svc by svc-develop-team
    For developersCode libraryUse with careArchived
  31. Remove vocals or isolate instruments from songs
    ★ 26.9kstars
    ultimatevocalremovergui by Anjok07 · Free alternative to Moises, LALAL.AI
    No codingDesktop appHealthy
  32. Explain why a machine-learning model made its prediction
    ★ 25.8kstars
    shap by shap
    For developersCode libraryHealthy
  33. Learn machine learning with hands-on notebooks (old edition)
    ★ 25.6kstars
    handson-ml by ageron
    No codingGuide or readingHealthy
  34. Let an AI coordinate many specialist AI models
    ★ 25.6kstars
    JARVIS by microsoft
    For developersCode libraryFair
  35. Generate game maps and patterns from a single example
    ★ 25.5kstars
    WaveFunctionCollapse by mxgmn
    Some setupCommand-line toolHealthy
  36. Draw boxes on images to train object detection
    ★ 25kstars
    labelImg by HumanSignal
    No codingDesktop appUse with careArchived
  37. Learn ML algorithms with simple Python and demos
    ★ 24.9kstars
    homemade-machine-learning by trekhleb
    No codingGuide or readingFair
  38. Build and train deep learning models with Baidu's framework
    ★ 24.1kstars
    Paddle by PaddlePaddle
    For developersCode libraryHealthy
  39. Build AI that learns from networks and graphs
    ★ 24.1kstars
    pytorch_geometric by pyg-team
    For developersCode libraryHealthy
  40. Run neural networks fast on phones
    ★ 24kstars
    ncnn by Tencent
    For developersCode libraryHealthy

Showing 40 of 278. Search or open the full list for more.