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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 304

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.2k 240

  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 570 125

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 157 37

Repositories

Showing 10 of 195 repositories
  • MetaPB2 Public
    automl/MetaPB2’s past year of commit activity
    Jupyter Notebook 4 Apache-2.0 1 0 0 Updated Nov 21, 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 77 Apache-2.0 19 15 7 Updated Nov 21, 2025
  • mo_mf_priors Public
    automl/mo_mf_priors’s past year of commit activity
    Python 1 BSD-3-Clause 0 0 0 Updated Nov 21, 2025
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,204 240 105 17 Updated Nov 21, 2025
  • 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 12 BSD-3-Clause 1 5 0 Updated Nov 21, 2025
  • CARL Public

    Benchmarking RL generalization in an interpretable way.

    automl/CARL’s past year of commit activity
    Python 170 Apache-2.0 17 12 1 Updated Nov 20, 2025
  • TFM-Playground Public

    A Playground for Tabular Foundation Models

    automl/TFM-Playground’s past year of commit activity
    Python 38 Apache-2.0 12 0 5 Updated Nov 20, 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 217 96 24 (4 issues need help) 7 Updated Nov 20, 2025
  • DACBench Public

    A benchmark library for Dynamic Algorithm Configuration.

    automl/DACBench’s past year of commit activity
    PDDL 32 Apache-2.0 15 13 (1 issue needs help) 0 Updated Nov 20, 2025
  • Mighty Public

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

    automl/Mighty’s past year of commit activity
    Python 56 0 11 (2 issues need help) 1 Updated Nov 19, 2025