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Data Science

378 items from krzjoa/awesome-python-data-science ★3,612

tools
  1. 0
    tensorflow github.com
    tool category #python link ↗

    Computation using data flow graphs for scalable machine learning by Google.

  2. 0
    pytorch github.com
    tool category #python link ↗

    Tensors and Dynamic neural networks in Python with strong GPU acceleration.

  3. 0
    transformers github.com
    tool category #python link ↗

    State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  4. 0
    Netron github.com
    tool category #electron link ↗

    Visualizer for deep learning and machine learning models.

  5. 0
    xgboost github.com
    tool category #python link ↗

    Scalable, Portable, and Distributed Gradient Boosting.

  6. 0
    bokeh github.com
    tool category #python link ↗

    Interactive Web Plotting for Python.

  7. 0
    catboost github.com
    tool category #python link ↗

    An open-source gradient boosting on decision trees library.

  8. 0
    scikit-image github.com
    tool category #python link ↗

    Image Processing SciKit (Toolbox for SciPy).

  9. 0
    matplotlib github.com
    tool category #python link ↗

    Plotting with Python.

  10. 0
    LightGBM github.com
    tool category #python-data-science link ↗

    A fast, distributed, high-performance gradient boosting.

  11. 0
    dlib github.com
    tool category #python-data-science link ↗

    Toolkit for making real-world machine learning and data analysis applications in C++ (Python bindings).

  12. 0
    Catalyst github.com
    tool category #python-data-science link ↗

    High-level utils for PyTorch DL & RL research.

  13. 0
    OpenCV github.com
    tool category #python-data-science link ↗

    Open Source Computer Vision Library.

  14. 0
    gradio github.com
    tool category #python link ↗

    Create UIs for your machine learning model in Python in 3 minutes.

  15. 0
    Sonnet github.com
    tool category #python-data-science link ↗

    TensorFlow-based neural network library.

  16. 0
    pymc github.com
    tool category #python link ↗

    Bayesian Stochastic Modelling in Python.

  17. 0
    TFLearn github.com
    tool category #python-data-science link ↗

    Deep learning library featuring a higher-level API for TensorFlow.

  18. 0
    polars github.com
    tool category #python link ↗

    A fast multi-threaded, hybrid-out-of-core DataFrame library.

  19. 0
    JAX github.com
    tool category #python-data-science link ↗

    Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more.

  20. 0
    Caffe github.com
    tool category #python-data-science link ↗

    A fast open framework for deep learning.

  21. 0
    dvc github.com
    tool category #python-data-science link ↗

    Data Version Control | Git for Data & Models | ML Experiments Management.

  22. 0
    pyecharts github.com
    tool category #python-data-science link ↗

    Migrated from Echarts, a charting and visualization library, to Python's interactive visual drawing library.

  23. 0
    albumentations github.com
    tool category #python-data-science link ↗

    Fast image augmentation library and easy-to-use wrapper around other libraries.

  24. 0
    dask github.com
    tool category #python link ↗

    Parallel computing with task scheduling.

  25. 0
    stable-baselines3 github.com
    tool category #python link ↗

    A set of improved implementations of reinforcement learning algorithms based on OpenAI Baselines.

  26. 0
    Shogun github.com
    tool category #python-data-science link ↗

    Machine learning toolbox.

  27. 0
    gymnasium github.com
    tool category #python link ↗

    An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym).

  28. 0
    statsmodels github.com
    tool category #python link ↗

    Statistical modeling and econometrics in Python.

  29. 0
    sktime github.com
    tool category #python-data-science link ↗

    A unified framework for machine learning with time series.

  30. 0
    Karate Club github.com
    tool category #python-data-science link ↗

    An unsupervised machine learning library for graph-structured data.

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