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AutoML-Freiburg-Hannover

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  1. auto-sklearn auto-sklearn Public

    Automated Machine Learning with scikit-learn

    Python 8k 1.3k

  2. Auto-PyTorch Auto-PyTorch Public

    Automatic architecture search and hyperparameter optimization for PyTorch

    Python 2.5k 302

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.2k 239

  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 565 126

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 154 37

Repositories

Showing 10 of 190 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 78 Apache-2.0 19 13 6 Updated Oct 13, 2025
  • DeltaProduct Public

    DeltaProduct is a new linear recurrent neural network architecture that uses products of generalized Householder matrices as state-transition matrices enabling better expressivity, state-tracking, and language modeling performance than DeltaNet.

    automl/DeltaProduct’s past year of commit activity
    Python 9 MIT 0 0 0 Updated Oct 13, 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 17 0 45 4 Updated Oct 13, 2025
  • mdp-playground Public

    A python package to design and debug RL agents.

    automl/mdp-playground’s past year of commit activity
    Python 32 Apache-2.0 7 0 3 Updated Oct 13, 2025
  • auto-sklearn Public

    Automated Machine Learning with scikit-learn

    automl/auto-sklearn’s past year of commit activity
    Python 7,969 BSD-3-Clause 1,313 198 (11 issues need help) 7 Updated Oct 13, 2025
  • nanoTabPFN Public

    nanoTabPFN: A Playground for Tabular Foundation Models

    automl/nanoTabPFN’s past year of commit activity
    Python 28 Apache-2.0 8 0 3 Updated Oct 13, 2025
  • tabpfn-v1-prior Public
    automl/tabpfn-v1-prior’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Oct 13, 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 90 Apache-2.0 13 52 1 Updated Oct 13, 2025
  • tabularpriors Public

    A python module implementing interfaces for various public tabular priors

    automl/tabularpriors’s past year of commit activity
    Jupyter Notebook 5 Apache-2.0 1 0 1 Updated Oct 12, 2025
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,198 239 107 15 Updated Oct 8, 2025
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