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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 7.6k 1.3k

  2. Auto-PyTorch Auto-PyTorch Public

    Automatic architecture search and hyperparameter optimization for PyTorch

    Python 2.4k 284

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.1k 220

  4. TabPFN TabPFN Public

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

    Python 1.2k 106

  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 515 117

  6. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 136 35

Repositories

Showing 10 of 161 repositories
  • lmem-significance Public
    automl/lmem-significance’s past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated Oct 2, 2024
  • tabpfn-client Public
    automl/tabpfn-client’s past year of commit activity
    Python 22 1 2 1 Updated Oct 1, 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 53 Apache-2.0 13 36 (1 issue needs help) 7 Updated Oct 1, 2024
  • Mighty Public

    The Mighty cRL library you've been looking for! đź’Ş

    automl/Mighty’s past year of commit activity
    Python 17 Apache-2.0 0 17 0 Updated Oct 1, 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 6 2 4 0 Updated Oct 1, 2024
  • DACBench Public

    A benchmark library for Dynamic Algorithm Configuration.

    automl/DACBench’s past year of commit activity
    PDDL 28 Apache-2.0 14 11 (1 issue needs help) 0 Updated Sep 30, 2024
  • autorl_tutorial Public
    automl/autorl_tutorial’s past year of commit activity
    Python 1 BSD-3-Clause 0 0 0 Updated Sep 30, 2024
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,067 220 95 3 Updated Sep 27, 2024
  • QTT Public

    A framework for QuickTune

    automl/QTT’s past year of commit activity
    Jupyter Notebook 11 BSD-3-Clause 4 0 0 Updated Sep 27, 2024
  • auto-sklearn Public

    Automated Machine Learning with scikit-learn

    automl/auto-sklearn’s past year of commit activity
    Python 7,575 BSD-3-Clause 1,279 193 (11 issues need help) 6 Updated Sep 26, 2024
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