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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 580 124

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 158 38

Repositories

Showing 10 of 195 repositories
  • mo_mf_priors Public
    automl/mo_mf_priors’s past year of commit activity
    Python 1 BSD-3-Clause 0 0 0 Updated Jan 11, 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 19 13 7 Updated Jan 11, 2026
  • auto-sklearn Public

    Automated Machine Learning with scikit-learn

    automl/auto-sklearn’s past year of commit activity
    Python 8,032 BSD-3-Clause 1,316 200 (11 issues need help) 6 Updated Jan 11, 2026
  • nes Public

    Neural Ensemble Search for Uncertainty Estimation and Dataset Shift

    automl/nes’s past year of commit activity
    Python 33 Apache-2.0 7 0 1 Updated Jan 10, 2026
  • promptolution Public

    A unified, modular Framework for Prompt Optimization

    automl/promptolution’s past year of commit activity
    Python 96 Apache-2.0 6 1 2 Updated Jan 9, 2026
  • CAVE Public

    [deprecated] Configuration Assessment, Visualization and Evaluation

    automl/CAVE’s past year of commit activity
    Python 46 BSD-3-Clause 13 21 2 Updated Jan 6, 2026
  • DACBench Public

    A benchmark library for Dynamic Algorithm Configuration.

    automl/DACBench’s past year of commit activity
    PDDL 33 Apache-2.0 15 14 (1 issue needs help) 1 Updated Jan 6, 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 18 0 51 5 Updated Jan 5, 2026
  • autorl-org Public

    The AutoRL.org site

    automl/autorl-org’s past year of commit activity
    JavaScript 3 Apache-2.0 1 0 0 Updated Jan 5, 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 218 96 24 (4 issues need help) 6 Updated Jan 5, 2026
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