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Data Science

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

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    Keras keras.io

    A high-level neural networks API running on top of TensorFlow.

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    SciPy scipy.org

    Fundamental algorithms for scientific computing in Python

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    Neptune neptune.ai

    A lightweight ML experiment tracking, results visualization, and management tool.

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    spaCy spacy.io

    Industrial-Strength Natural Language Processing.

  5. 0
    NumPy numpy.org

    The fundamental package for scientific computing with Python

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    binder mybinder.org

    Enable sharing and execute Jupyter Notebooks

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    fastapi fastapi.tiangolo.com

    Modern, fast (high-performance), a web framework for building APIs with Python

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    Altair altair-viz.github.io

    Declarative statistical visualization library for Python. Can easily do many data transformation within the code to create graph

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    Scrapy scrapy.org

    Fast and extensible scraping library. Can write rules and create customized scraper without touching the core

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    plotly plot.ly

    A Python library that makes interactive and publication-quality graphs.

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    graph-tool graph-tool.skewed.de

    an efficient Python module for manipulation and statistical analysis of graphs (a.k.a. networks).

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    beautifulsoup4 crummy.com

    The easiest library to scrape static websites for beginners

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    ZhuSuan zhusuan.readthedocs.io

    Bayesian Deep Learning.

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    streamlit streamlit.io

    Make it easy to deploy the machine learning model

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    SSPipe sspipe.github.io

    Python pipe (|) operator with support for DataFrames and Numpy, and Pytorch.

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    PySpark spark.apache.org

    Exposes the Spark programming model to Python.

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    Selenium selenium-python.readthedocs.io

    Use Selenium Python API to access all functionalities of Selenium WebDriver in an intuitive way like a real user.

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    scikit-learn scikit-learn.org

    Machine learning in Python.

  19. 0
    RLlib ray.readthedocs.io

    Scalable Reinforcement Learning.

  20. 0
    gensim radimrehurek.com

    Topic Modelling for Humans.

  21. 0
    folium python-visualization.github.io

    Makes it easy to visualize data on an interactive open street map

  22. 0
    pandas pandas.pydata.org

    Powerful Python data analysis toolkit.

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    ML-Ensemble ml-ensemble.com

    High performance ensemble learning.

  24. 0
    Spotlight maciejkula.github.io

    Deep recommender models using PyTorch.

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    GPflow gpflow.readthedocs.io

    Gaussian processes in TensorFlow.

  26. 0
    pycma github.com

    Python implementation of CMA-ES.

  27. 0
    GRAPE github.com

    GRAPE is a Rust/Python Graph Representation Learning library for Predictions and Evaluations

  28. 0
    OR-Tools developers.google.com

    An open-source software suite for optimization by Google; provides a unified programming interface to a half dozen solvers: SCIP, GLPK, GLOP, CP-SAT, CPLEX, and Gurobi.

  29. 0
    dateutil dateutil.readthedocs.io

    Powerful extensions to the standard datetime module

  30. 0
    datapane datapane.com

    A collection of APIs to turn scripts and notebooks into interactive reports.

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