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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 7.5k 1.3k

  2. Auto-PyTorch Auto-PyTorch Public

    Automatic architecture search and hyperparameter optimization for PyTorch

    Python 2.3k 283

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.1k 219

  4. TabPFN TabPFN Public

    Official implementation of the TabPFN paper (https://arxiv.org/abs/2207.01848) and the tabpfn package.

    Python 1.2k 107

  5. 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 511 116

  6. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 133 35

Repositories

Showing 10 of 159 repositories
  • DeepCAVE Public

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

    automl/DeepCAVE’s past year of commit activity
    Python 69 Apache-2.0 11 40 0 Updated Sep 5, 2024
  • hypersweeper Public

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

    automl/hypersweeper’s past year of commit activity
    Python 2 1 8 1 Updated Sep 4, 2024
  • automl/random_forest_run’s past year of commit activity
    C++ 35 24 16 3 Updated Sep 3, 2024
  • ifBO Public

    In-context Bayesian Optimization

    automl/ifBO’s past year of commit activity
    Python 8 MIT 2 0 0 Updated Sep 3, 2024
  • neps Public

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

    automl/neps’s past year of commit activity
    Python 51 Apache-2.0 12 36 (1 issue needs help) 9 Updated Sep 3, 2024
  • auto-sklearn Public

    Automated Machine Learning with scikit-learn

    automl/auto-sklearn’s past year of commit activity
    Python 7,533 BSD-3-Clause 1,274 191 (11 issues need help) 6 Updated Sep 3, 2024
  • QTT Public

    A framework for QuickTune

    automl/QTT’s past year of commit activity
    Jupyter Notebook 10 BSD-3-Clause 4 0 0 Updated Sep 3, 2024
  • Mighty Public

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

    automl/Mighty’s past year of commit activity
    Python 17 Apache-2.0 0 17 0 Updated Sep 3, 2024
  • FOB Public
    automl/FOB’s past year of commit activity
    Python 1 Apache-2.0 1 0 1 Updated Sep 2, 2024
  • CARP-S-template Public template

    A template repository for benchmarking your optimizer with CARP-S

    automl/CARP-S-template’s past year of commit activity
    Python 0 BSD-2-Clause 0 0 0 Updated Sep 2, 2024

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