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AutoML-Freiburg-Hannover

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  1. auto-sklearn auto-sklearn Public

    Automated Machine Learning with scikit-learn

    Python 7.7k 1.3k

  2. Auto-PyTorch Auto-PyTorch Public

    Automatic architecture search and hyperparameter optimization for PyTorch

    Python 2.4k 289

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.1k 229

  4. TabPFN TabPFN Public

    Official implementation of the TabPFN paper (https://arxiv.org/abs/2207.01848) and the tabpfn package.

    Python 1.3k 113

  5. NASLib NASLib Public

    NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several state-of-the-art NAS search spaces and optimizers.

    Python 533 118

  6. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 141 36

Repositories

Showing 10 of 169 repositories
  • mdp-playground Public

    A python package to design and debug RL agents.

    automl/mdp-playground’s past year of commit activity
    Python 28 Apache-2.0 7 0 3 Updated Dec 20, 2024
  • tabpfn-client Public
    automl/tabpfn-client’s past year of commit activity
    Python 27 2 3 2 Updated Dec 20, 2024
  • hypersweeper Public

    Hydra sweeper integration of our favorite optimization packages, utilizing ask-and-tell interfaces.

    automl/hypersweeper’s past year of commit activity
    Python 8 2 7 0 Updated Dec 20, 2024
  • neps Public

    Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.

    automl/neps’s past year of commit activity
    Python 63 Apache-2.0 13 37 (1 issue needs help) 12 Updated Dec 20, 2024
  • CAAFE Public

    Semi-automatic feature engineering process using Language Models and your dataset descriptions. Based on the paper "LLMs for Semi-Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering" by Hollmann, Müller, and Hutter (2023).

    automl/CAAFE’s past year of commit activity
    Python 136 23 3 1 Updated Dec 20, 2024
  • CARP-S Public

    A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks.

    automl/CARP-S’s past year of commit activity
    Jupyter Notebook 11 0 35 4 Updated Dec 20, 2024
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,094 229 103 7 Updated Dec 19, 2024
  • hposuite Public
    automl/hposuite’s past year of commit activity
    Python 2 BSD-3-Clause 0 0 0 Updated Dec 19, 2024
  • quicktunetool Public

    A framework for QuickTune

    automl/quicktunetool’s past year of commit activity
    Python 12 BSD-3-Clause 5 0 0 Updated Dec 18, 2024
  • Mighty Public

    The Mighty cRL library you've been looking for! 💪

    automl/Mighty’s past year of commit activity
    Python 17 Apache-2.0 0 18 0 Updated Dec 17, 2024
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