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Data Science

701 items from academic/awesome-datascience ★30,136

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

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

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

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

  3. Netron github.com
    tool category #electron link ↗

    Visualizer for deep learning and machine learning models.

  4. xgboost github.com
    tool category #python link ↗

    Scalable, Portable, and Distributed Gradient Boosting.

  5. jnv/list github.com
    tool category #javascript link ↗

    List of (awesome) lists curated on GitHub.

  6. catboost github.com
    tool category #python link ↗

    An open-source gradient boosting on decision trees library.

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

    Image Processing SciKit (Toolbox for SciPy).

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

    A fast, distributed, high-performance gradient boosting.

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

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

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

    High-level utils for PyTorch DL & RL research.

  11. ultralytics github.com
    tool category #python link ↗
  12. Sonnet github.com
    tool category #python-data-science link ↗

    TensorFlow-based neural network library.

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

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

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

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

  15. AI Expert Roadmap github.com
    tool category #datascience link ↗

    Roadmap to becoming an Artificial Intelligence Expert

  16. donnemartin/data-science-ipython-notebooks :fire::fire::fire::fire::fire: github.com
    tool category #aws link ↗
  17. Machine Learning for Software Engineers github.com
    tool category #datascience link ↗
  18. Polyaxon github.com
    tool category #datascience link ↗

    A platform for reproducible and scalable machine learning and deep learning.

  19. TensorWatch github.com
    tool category #datascience link ↗
  20. scikit-opt github.com
    tool category #python-data-science link ↗

    Heuristic Algorithms for optimization.

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

    A scalable C++ machine learning library (Python bindings).

  22. PyTorch Geometric github.com
    tool category #datascience link ↗
  23. MLxtend github.com
    tool category #python-data-science link ↗

    Extension and helper modules for Python's data analysis and machine learning libraries.

  24. torchvision github.com
    tool category #python-data-science link ↗

    Datasets, Transforms, and Models specific to Computer Vision.

  25. deepchecks github.com
    tool category #python-data-science link ↗

    Validation & testing of ML models and data during model development, deployment, and production.

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

    High Performance, Easy-to-use, and Scalable Machine Learning Package.

  27. TF-Agents github.com
    tool category #python-data-science link ↗

    A library for Reinforcement Learning in TensorFlow.

  28. TorchAudio github.com
    tool category #python-scientific-audio link ↗

    An audio library for PyTorch.

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

    A library to compare Pandas, Polars, and Spark data frames. It provides stats and lets users adjust for match accuracy.

  30. Yolov5 github.com
    tool category #datascience link ↗
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