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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 7.8k 1.3k

  2. Auto-PyTorch Auto-PyTorch Public

    Automatic architecture search and hyperparameter optimization for PyTorch

    Python 2.4k 299

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.2k 235

  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 557 122

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 146 36

Repositories

Showing 10 of 174 repositories
  • PFNs Public

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

    automl/PFNs’s past year of commit activity
    Jupyter Notebook 83 Apache-2.0 14 6 0 Updated May 22, 2025
  • hposuite Public

    A lightweight framework for benchmarking HPO algorithms

    automl/hposuite’s past year of commit activity
    Python 2 BSD-3-Clause 0 7 1 Updated May 21, 2025
  • 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 14 0 Updated May 21, 2025
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,161 235 101 8 Updated May 21, 2025
  • HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    automl/HPOBench’s past year of commit activity
    Python 146 Apache-2.0 36 20 (1 issue needs help) 14 Updated May 21, 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 14 0 37 3 Updated May 21, 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 77 Apache-2.0 17 11 3 Updated May 21, 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 87 Apache-2.0 13 54 0 Updated May 19, 2025
  • Drift-Resilient_TabPFN Public

    Drift-Resilient TabPFN is a method using In-Context Learning via a Prior-Data Fitted Network, to address temporal distribution shifts in tabular data, outperforming existing methods in terms of performance and calibration.

    automl/Drift-Resilient_TabPFN’s past year of commit activity
    Python 14 0 0 0 Updated May 17, 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 5 Apache-2.0 0 33 3 Updated May 16, 2025
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