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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 7.7k 1.3k

  2. Auto-PyTorch Auto-PyTorch Public

    Automatic architecture search and hyperparameter optimization for PyTorch

    Python 2.4k 292

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.1k 230

  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 536 117

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 144 36

Repositories

Showing 10 of 168 repositories
  • position_rl_still_doesnt_matter Public
    automl/position_rl_still_doesnt_matter’s past year of commit activity
    Jupyter Notebook 0 BSD-3-Clause 0 0 0 Updated Jan 23, 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 67 Apache-2.0 15 36 (1 issue needs help) 3 Updated Jan 23, 2025
  • autorl-org Public

    The AutoRL.org site

    automl/autorl-org’s past year of commit activity
    HTML 3 Apache-2.0 1 0 0 Updated Jan 23, 2025
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,105 230 103 6 Updated Jan 23, 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 11 0 36 4 Updated Jan 23, 2025
  • auto-sklearn Public

    Automated Machine Learning with scikit-learn

    automl/auto-sklearn’s past year of commit activity
    Python 7,703 BSD-3-Clause 1,291 195 (11 issues need help) 8 Updated Jan 22, 2025
  • FOB Public
    automl/FOB’s past year of commit activity
    Python 9 Apache-2.0 4 1 1 Updated Jan 17, 2025
  • GoLU Public
    automl/GoLU’s past year of commit activity
    0 0 0 0 Updated Jan 17, 2025
  • DeepCAVE Public

    An interactive framework to visualize and analyze your AutoML process in real-time.

    automl/DeepCAVE’s past year of commit activity
    Python 76 Apache-2.0 11 47 0 Updated Jan 16, 2025
  • ifBO Public

    In-context Bayesian Optimization

    automl/ifBO’s past year of commit activity
    Python 15 MIT 2 0 1 Updated Jan 16, 2025
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