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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 8.1k 1.3k

  2. Auto-PyTorch Auto-PyTorch Public

    Automatic architecture search and hyperparameter optimization for PyTorch

    Python 2.5k 304

  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 587 129

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 165 38

Repositories

Showing 10 of 197 repositories
  • 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 219 95 16 (4 issues need help) 8 Updated Apr 2, 2026
  • Mighty Public

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

    automl/Mighty’s past year of commit activity
    Python 58 BSD-3-Clause 1 16 (2 issues need help) 1 Updated Apr 2, 2026
  • DynaBO Public
    automl/DynaBO’s past year of commit activity
    Python 2 1 0 0 Updated Mar 31, 2026
  • DeepCAVE Public

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

    automl/DeepCAVE’s past year of commit activity
    Python 95 Apache-2.0 14 52 1 Updated Mar 31, 2026
  • HyperSHAP Public

    HyperSHAP is a holistic framework for explaining hyperparameter optimization based on Shapley values and interactions.

    automl/HyperSHAP’s past year of commit activity
    Python 20 BSD-3-Clause 4 5 0 Updated Mar 30, 2026
  • CARP-S Public

    A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks.

    automl/CARP-S’s past year of commit activity
    Jupyter Notebook 19 2 51 5 Updated Mar 29, 2026
  • TFM-Playground Public

    A Playground for Tabular Foundation Models

    automl/TFM-Playground’s past year of commit activity
    Jupyter Notebook 64 Apache-2.0 23 0 8 Updated Mar 29, 2026
  • DACBench Public

    A benchmark library for Dynamic Algorithm Configuration.

    automl/DACBench’s past year of commit activity
    PDDL 35 Apache-2.0 16 14 (1 issue needs help) 2 Updated Mar 26, 2026
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,221 242 105 17 Updated Mar 26, 2026
  • 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 20 13 2 Updated Mar 25, 2026
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