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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 586 128

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 164 38

Repositories

Showing 10 of 197 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 78 Apache-2.0 20 13 6 Updated Mar 16, 2026
  • arlbench Public

    HPO and Architecture Benchmarking for RL: Dynamically, Reactive and Efficient

    automl/arlbench’s past year of commit activity
    Python 28 5 26 (2 issues need help) 0 Updated Mar 16, 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 219 95 16 (4 issues need help) 9 Updated Mar 16, 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 16, 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 94 Apache-2.0 14 52 1 Updated Mar 16, 2026
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,220 242 106 17 Updated Mar 11, 2026
  • automl/NeuralAttentionSearchLinear’s past year of commit activity
    Python 0 0 0 0 Updated Mar 10, 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 Mar 9, 2026
  • TFM-Playground Public

    A Playground for Tabular Foundation Models

    automl/TFM-Playground’s past year of commit activity
    Jupyter Notebook 58 Apache-2.0 21 0 9 Updated Mar 5, 2026
  • promptolution Public

    A unified, modular Framework for Prompt Optimization

    automl/promptolution’s past year of commit activity
    Python 115 Apache-2.0 8 1 0 Updated Mar 2, 2026