Python model-selection

Open-source Python projects categorized as model-selection | Edit details

Top 6 Python model-selection Projects

  • GitHub repo Ray

    An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

    Project mention: JORLDY: OpenSource Reinforcement Learning Framework | | 2021-11-08

    Distributed RL algorithms are provided using ray

  • GitHub repo yellowbrick

    Visual analysis and diagnostic tools to facilitate machine learning model selection.

    Project mention: Any interesting open projects to join? Or anyone want with some good ideas want to start one? | | 2021-02-05

    I have contributed to Yellowbrick in the past.

  • Scout APM

    Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.

  • GitHub repo LightAutoML

    LAMA - automatic model creation framework

    Project mention: Github Discussion: What is your favorite Data Science Repo? | | 2021-07-24
  • GitHub repo evalml

    EvalML is an AutoML library written in python.

    Project mention: EvalML: An AutoML library written in Python | | 2021-04-03
  • GitHub repo TSCV

    Time Series Cross-Validation -- an extension for scikit-learn

    Project mention: [P] First release candidate of tscv v0.0.5 | | 2021-03-19

    The wheel binary can be downloaded from my GitHub repo for early testing. If you notice any bug, please open a ticket in the repo. The final version is expected to be released by the end of this month, and users will be able to pip install it.

  • GitHub repo Sklearn-genetic-opt

    Hyperparameters tuning and feature selection, using evolutionary algorithms.

    Project mention: Looking for contributors AutoML project in Python | | 2021-06-27

    The project is open for collaborators of different levels of expertise, there are some issues about new features, enchacements on docs, etc. Repo:

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2021-11-08.

Python model-selection related posts


What are some of the best open-source model-selection projects in Python? This list will help you:

Project Stars
1 Ray 18,352
2 yellowbrick 3,423
3 LightAutoML 642
4 evalml 432
5 TSCV 160
6 Sklearn-genetic-opt 68
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