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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 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 515 117

  6. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 136 35

Repositories

Showing 10 of 160 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 53 Apache-2.0 13 36 (1 issue needs help) 6 Updated Sep 24, 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 5 2 9 1 Updated Sep 23, 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 22, 2024
  • tabpfn-client Public
    automl/tabpfn-client’s past year of commit activity
    Python 19 1 1 0 Updated Sep 22, 2024
  • tabpfn_common_utils Public
    automl/tabpfn_common_utils’s past year of commit activity
    Python 0 1 0 0 Updated Sep 22, 2024
  • ifBO Public

    In-context Bayesian Optimization

    automl/ifBO’s past year of commit activity
    Python 10 MIT 2 2 0 Updated Sep 21, 2024
  • mdp-playground Public

    A python package to design and debug RL agents.

    automl/mdp-playground’s past year of commit activity
    Python 28 Apache-2.0 5 0 3 Updated Sep 20, 2024
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,065 220 97 6 Updated Sep 17, 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 16, 2024
  • arlbench Public

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

    automl/arlbench’s past year of commit activity
    Python 10 0 5 0 Updated Sep 16, 2024
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