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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 299

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.2k 237

  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 149 36

Repositories

Showing 10 of 180 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 77 Apache-2.0 17 10 3 Updated Jul 10, 2025
  • PFNs Public

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

    automl/PFNs’s past year of commit activity
    Jupyter Notebook 94 Apache-2.0 16 1 0 Updated Jul 8, 2025
  • ConfigurableOptimizer Public

    Repo for the Configurable Optimizer project, which aims at searching in the space of one-shot optimizers

    automl/ConfigurableOptimizer’s past year of commit activity
    Python 6 Apache-2.0 0 33 2 Updated Jul 8, 2025
  • arlbench Public

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

    automl/arlbench’s past year of commit activity
    Python 22 2 7 1 Updated Jul 7, 2025
  • Mighty Public

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

    automl/Mighty’s past year of commit activity
    Python 19 Apache-2.0 0 14 (1 issue needs help) 3 Updated Jul 7, 2025
  • 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 Jul 4, 2025
  • hypersweeper Public

    Hydra sweeper integration of our favorite optimization packages, utilizing ask-and-tell interfaces.

    automl/hypersweeper’s past year of commit activity
    Python 12 5 7 0 Updated Jul 4, 2025
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,181 237 100 9 Updated Jul 2, 2025
  • CARP-S Public

    A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks.

    automl/CARP-S’s past year of commit activity
    Jupyter Notebook 16 0 40 4 Updated Jul 2, 2025
  • OptBench Public
    automl/OptBench’s past year of commit activity
    Python 0 1 0 0 Updated Jun 29, 2025
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