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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 8k 1.3k

  2. Auto-PyTorch Auto-PyTorch Public

    Automatic architecture search and hyperparameter optimization for PyTorch

    Python 2.5k 301

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.2k 243

  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 580 124

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 158 38

Repositories

Showing 10 of 195 repositories
  • promptolution Public

    A unified, modular Framework for Prompt Optimization

    automl/promptolution’s past year of commit activity
    Python 100 Apache-2.0 6 1 1 Updated Jan 18, 2026
  • neps Public

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

    automl/neps’s past year of commit activity
    Python 79 Apache-2.0 19 13 8 Updated Jan 16, 2026
  • mdp-playground Public

    A python package to design and debug RL agents.

    automl/mdp-playground’s past year of commit activity
    Python 33 Apache-2.0 7 0 3 Updated Jan 15, 2026
  • arlbench Public

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

    automl/arlbench’s past year of commit activity
    Python 26 4 23 (2 issues need help) 0 Updated Jan 14, 2026
  • mo_mf_priors Public
    automl/mo_mf_priors’s past year of commit activity
    Python 1 BSD-3-Clause 0 0 0 Updated Jan 13, 2026
  • auto-sklearn Public

    Automated Machine Learning with scikit-learn

    automl/auto-sklearn’s past year of commit activity
    Python 8,036 BSD-3-Clause 1,315 200 (11 issues need help) 7 Updated Jan 12, 2026
  • DeepCAVE Public

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

    automl/DeepCAVE’s past year of commit activity
    Python 94 Apache-2.0 13 52 0 Updated Jan 11, 2026
  • nes Public

    Neural Ensemble Search for Uncertainty Estimation and Dataset Shift

    automl/nes’s past year of commit activity
    Python 33 Apache-2.0 7 0 1 Updated Jan 10, 2026
  • CAVE Public

    [deprecated] Configuration Assessment, Visualization and Evaluation

    automl/CAVE’s past year of commit activity
    Python 46 BSD-3-Clause 13 21 2 Updated Jan 6, 2026
  • DACBench Public

    A benchmark library for Dynamic Algorithm Configuration.

    automl/DACBench’s past year of commit activity
    PDDL 33 Apache-2.0 15 14 (1 issue needs help) 1 Updated Jan 6, 2026
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