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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 300

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.3k 245

  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 595 133

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 173 36

Repositories

Showing 10 of 201 repositories
  • neps Public

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

    automl/neps's past year of commit activity
    Python 86 Apache-2.0 20 8 3 Updated Sep 25, 2026
  • TFM-Playground Public

    A Playground for Tabular Foundation Models

    automl/TFM-Playground's past year of commit activity
    Jupyter Notebook 104 Apache-2.0 29 6 3 Updated Sep 25, 2026
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3's past year of commit activity
    Python 1,251 245 97 15 Updated Sep 25, 2026
  • 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 226 94 19 (4 issues need help) 11 Updated Sep 25, 2026
  • mo_mf_priors Public
    automl/mo_mf_priors's past year of commit activity
    Python 2 BSD-3-Clause 0 0 0 Updated Sep 24, 2026
  • DACBench Public

    A benchmark library for Dynamic Algorithm Configuration.

    automl/DACBench's past year of commit activity
    PDDL 39 Apache-2.0 19 13 (1 issue needs help) 2 Updated Sep 24, 2026
  • SyntheticEvolution Public

    RNA Secondary Structure Based Generation of Synthetic Homologous Sequences

    automl/SyntheticEvolution's past year of commit activity
    C++ 3 Apache-2.0 1 1 3 Updated Sep 23, 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 23 2 42 4 Updated Sep 22, 2026
  • nanoTabPFN Public

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

    automl/nanoTabPFN's past year of commit activity
    Jupyter Notebook 199 Apache-2.0 36 0 2 Updated Sep 18, 2026
  • auto-sklearn Public

    Automated Machine Learning with scikit-learn

    automl/auto-sklearn's past year of commit activity
    Python 8,134 BSD-3-Clause 1,325 200 (11 issues need help) 9 Updated Sep 15, 2026