[P] best-of-ml-python: A ranked list of awesome machine learning Python libraries

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning

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  • best-of-python-dev

    🏆 A ranked list of awesome python developer tools and libraries. Updated weekly.

    Awesome! Yep, we have a list for all kinds of python dev-tools here. Community contributions need to be done via issue or pull request as documented here. There is still work involved to curated and categorize projects, however, ranking, updating of metadata, and most other parts are automized. We have scripts that already provide as with a prefiltered list of potential projects (e.g. by analyzing the top 1000 pypi projects), but the final curation happens manually.

  • ubelt

    A Python utility library with a stdlib like feel and extra batteries. Paths, Progress, Dicts, Downloads, Caching, Hashing: ubelt makes it easy!

    I also have a utility library ubelt with 552 stars and 6.9k downloads / month.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • xdoctest

    A rewrite of Python's builtin doctest module (with pytest plugin integration) with AST instead of REGEX.

    I have a testing library xdoctest with 87 stars and 20k downloads / month that was featured in PyCon2020

  • best-of-generator

    🏆 Generates a ranked list of awesome libraries and tools.

    Good point. Our goal is actually to get to an automated scoring system that can reflect not just popularity, but also lots of other qualitative factors for libraries. With our initial release, we are already taking many different factors into account, not only stars: https://github.com/best-of-lists/best-of-generator#project-quality-score . But there is a lot to improve, and we are working on an improved version of the calculation.

  • best-of

    🏆 Discover best-of lists with awesome open-source projects on all kinds of topics.

    You can also find an up-to date overview of all best-of lists here: https://github.com/best-of-lists/best-of

  • best-of-jupyter

    🏆 A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.

    best-of-jupyter: Jupyter Notebook, Hub, and Lab projects.

  • best-of-ml-python

    🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

    best-of-ml-python: Python libraries for machine learning.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • best-of-python

    🏆 A ranked list of awesome Python open-source libraries and tools. Updated weekly.

    best-of-python: General overview of Python libraries & tools

  • best-of-web-python

    🏆 A ranked list of awesome python libraries for web development. Updated weekly.

    best-of-web-python: Python libraries for web development.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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