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AutoML-Freiburg-Hannover

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  1. auto-sklearn auto-sklearn Public

    Automated Machine Learning with scikit-learn

    Python 7.9k 1.3k

  2. Auto-PyTorch Auto-PyTorch Public

    Automatic architecture search and hyperparameter optimization for PyTorch

    Python 2.5k 300

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.2k 239

  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 558 124

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 154 36

Repositories

Showing 10 of 187 repositories
  • PFNs4BO Public

    The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization

    automl/PFNs4BO’s past year of commit activity
    Jupyter Notebook 33 Apache-2.0 5 1 0 Updated Sep 18, 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 4 Updated Sep 17, 2025
  • mo_mf_priors Public
    automl/mo_mf_priors’s past year of commit activity
    Python 1 BSD-3-Clause 0 0 0 Updated Sep 16, 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 3 BSD-3-Clause 0 3 0 Updated Sep 15, 2025
  • mdp-playground Public

    A python package to design and debug RL agents.

    automl/mdp-playground’s past year of commit activity
    Python 32 Apache-2.0 7 0 3 Updated Sep 9, 2025
  • PFNs Public

    Our maintained PFN repository. Come here to train SOTA PFNs.

    automl/PFNs’s past year of commit activity
    Jupyter Notebook 105 Apache-2.0 18 2 0 Updated Sep 8, 2025
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,196 239 106 14 Updated Sep 8, 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 214 96 27 (4 issues need help) 4 Updated Sep 5, 2025
  • auto-sklearn Public

    Automated Machine Learning with scikit-learn

    automl/auto-sklearn’s past year of commit activity
    Python 7,948 BSD-3-Clause 1,313 198 (11 issues need help) 6 Updated Sep 4, 2025
  • DynaBO Public
    automl/DynaBO’s past year of commit activity
    Python 0 0 0 0 Updated Sep 4, 2025
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