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@automl

AutoML-Freiburg-Hannover

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  1. auto-sklearn auto-sklearn Public

    Automated Machine Learning with scikit-learn

    Python 8k 1.3k

  2. Auto-PyTorch Auto-PyTorch Public

    Automatic architecture search and hyperparameter optimization for PyTorch

    Python 2.5k 302

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.2k 242

  4. 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 576 124

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 157 37

Repositories

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Showing 10 of 196 repositories
  • CARP-S Public

    A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks.

    automl/CARP-S’s past year of commit activity
    Jupyter Notebook 18 0 51 5 Updated Dec 24, 2025
  • neps Public

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

    automl/neps’s past year of commit activity
    Python 78 Apache-2.0 19 13 7 Updated Dec 23, 2025
  • ConfigSpace Public

    Domain specific language for configuration spaces in Python. Useful for hyperparameter optimization and algorithm configuration.

    automl/ConfigSpace’s past year of commit activity
    Python 218 96 24 (4 issues need help) 6 Updated Dec 19, 2025
  • Mighty Public

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

    automl/Mighty’s past year of commit activity
    Python 57 0 13 (2 issues need help) 1 Updated Dec 19, 2025
  • TFM-Playground Public

    A Playground for Tabular Foundation Models

    automl/TFM-Playground’s past year of commit activity
    Python 42 Apache-2.0 14 1 5 Updated Dec 16, 2025
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,209 242 103 15 Updated Dec 16, 2025
  • DynaBO Public
    automl/DynaBO’s past year of commit activity
    Python 0 0 0 0 Updated Dec 10, 2025
  • nanoTabPFN Public

    Lightweight and educational reimplementation of TabPFN https://arxiv.org/pdf/2511.03634

    automl/nanoTabPFN’s past year of commit activity
    Jupyter Notebook 59 12 2 0 Updated Dec 1, 2025
  • promptolution Public

    A unified, modular Framework for Prompt Optimization

    automl/promptolution’s past year of commit activity
    Python 91 Apache-2.0 5 1 0 Updated Dec 1, 2025
  • DeepCAVE Public

    An interactive framework to visualize and analyze your AutoML process in real-time.

    automl/DeepCAVE’s past year of commit activity
    Python 93 Apache-2.0 13 52 0 Updated Dec 1, 2025
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