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Data Science

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

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  1. Ludwig github.com
    tool category #datascience link ↗

    A low-code framework for building custom AI models like LLMs and other deep neural networks. #opensource

  2. vizzu github.com
    tool category #javascript link ↗
  3. TidyTuesday github.com
    tool category #r-learning-resources link ↗

    TidyTuesday is a weekly data project aimed at the R ecosystem with an emphasis placed on understanding how to summarize and arrange data to make meaningful charts.

  4. TensorLayer github.com
    tool category #datascience link ↗

    Deep learning and reinforcement learning library for researchers and engineers

  5. skorch github.com
    tool category #datascience link ↗
  6. causalml github.com
    tool category #python-data-science link ↗

    Uplift modeling and causal inference with machine learning algorithms.

  7. keras-rl github.com
    tool category #python-data-science link ↗

    Deep Reinforcement Learning for Keras.

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

    RAPIDS Machine Learning Library.

  9. Data Science github.com
    tool category #datascience link ↗

    Open Source Society University

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

    High-level library to help with training neural networks in PyTorch.

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

    A highly efficient and modular implementation of Gaussian Processes in PyTorch.

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

    Data loaders and abstractions for text and NLP.

  13. TensorForce github.com
    tool category #datascience link ↗

    An open-source deep reinforcement learning framework, with an emphasis on modularized flexible library design and straightforward usability for applications in research and practice.

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

    TensorFlow Reinforcement Learning.

  15. Minimum Viable Study Plan for Machine Learning Interviews github.com
    tool category #datascience link ↗
  16. Train LLM From Scratch github.com
    tool category #datascience link ↗

    A straightforward method for training your LLM, from downloading data to generating text.

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

    50%+ Faster, 50%+ less RAM usage, GPU support re-written Sklearn, Statsmodels.

  18. Yolov3 github.com
    tool category #datascience link ↗
  19. Data Science Interviews Questions github.com
    tool category #datascience link ↗
  20. Spektral github.com
    tool category #python-data-science link ↗

    Deep learning on graphs.

  21. modAL github.com
    tool category #datascience link ↗
  22. sklearn-bayes github.com
    tool category #python-data-science link ↗

    Python package for Bayesian Machine Learning with scikit-learn API.

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

    Keras + Hyperopt: A straightforward wrapper for a convenient hyperparameter.

  24. pyro github.com
    tool category #datascience link ↗
  25. TensorFlow Fold github.com
    tool category #python-data-science link ↗

    Deep learning with dynamic computation graphs in TensorFlow.

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

    Hyperparameter Optimization for Keras Models.

  27. Mesh TensorFlow github.com
    tool category #python-data-science link ↗

    Model Parallelism Made Easier.

  28. How to Share Data with a Statistician github.com
    tool category #datascience link ↗
  29. scikit-feature github.com
    tool category #python-data-science link ↗

    Feature selection repository in Python.

  30. keras-contrib github.com
    tool category #python-data-science link ↗

    Keras community contributions.

  31. Elephas github.com
    tool category #python-data-science link ↗

    Distributed Deep learning with Keras & Spark.

  32. tensorpack github.com
    tool category #datascience link ↗
  33. Sparkit-learn github.com
    tool category #python-data-science link ↗

    PySpark + scikit-learn = Sparkit-learn.

  34. Awesome Game Datasets github.com
    tool category #datascience link ↗

    Materials and datasets for Artificial Intelligence in games.

  35. pyGAM github.com
    tool category #python-data-science link ↗

    Generalized Additive Models in Python.

  36. Data Science Specialization github.com
    tool category #datascience link ↗
  37. scikit-multilearn github.com
    tool category #python-data-science link ↗

    Multi-label classification for python.

  38. 100 NLP Papers github.com
    tool category #datascience link ↗
  39. Hands-on Train and Deploy ML github.com
    tool category #datascience link ↗

    A hands-on course to train and deploy a serverless API that predicts crypto prices.

  40. sklearn-deap github.com
    tool category #python-data-science link ↗

    Use evolutionary algorithms instead of gridsearch in scikit-learn.

  41. torchvista github.com
    tool category #datascience link ↗

    Interactive notebook-based tool to visualize the forward pass of any PyTorch model.

  42. perpetual-ml/perpetual github.com
    tool category #rust link ↗

    [perpetual] - A self-generalizing gradient boosting machine which doesn't need hyperparameter optimization.

  43. seqlearn github.com
    tool category #python-data-science link ↗

    Sequence classification toolkit for Python.

  44. tensorflow-upstream github.com
    tool category #python-data-science link ↗

    TensorFlow ROCm port.

  45. pystruct github.com
    tool category #python-data-science link ↗

    Simple structured learning framework for Python.

  46. Data Science Projects github.com
    tool category #datascience link ↗
  47. qkeras github.com
    tool category #python-data-science link ↗

    A quantization deep learning library.

  48. sklearn-expertsys github.com
    tool category #python-data-science link ↗

    Highly interpretable classifiers for scikit learn.

  49. Redash redash.io
    site category #datascience link ↗

    Make Your Company Data Driven. Connect to any data source, easily visualize and share your data.

  50. Seaborn seaborn.pydata.org
    site category #datascience link ↗

    A Python visualization library based on matplotlib. It provides a high-level interface for drawing attractive statistical graphics.

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