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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 240

  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 567 125

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 155 37

Repositories

Showing 10 of 195 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 14 6 Updated Nov 4, 2025
  • mo_mf_priors Public
    automl/mo_mf_priors’s past year of commit activity
    Python 1 BSD-3-Clause 0 0 0 Updated Nov 4, 2025
  • HyperSHAP Public

    HyperSHAP is a holistic framework for explaining hyperparameter optimization based on Shapley values and interactions.

    automl/HyperSHAP’s past year of commit activity
    Python 4 BSD-3-Clause 0 3 0 Updated Nov 4, 2025
  • TempoPFN Public

    Official code release for the paper "TempoPFN: Synthetic Pre-training of Linear RNNs for Zero-shot Time Series Forecasting"

    automl/TempoPFN’s past year of commit activity
    Python 12 Apache-2.0 0 0 0 Updated Nov 4, 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 Nov 4, 2025
  • diverse-codegen-pipeline Public
    automl/diverse-codegen-pipeline’s past year of commit activity
    0 0 0 0 Updated Nov 4, 2025
  • nanoTabPFN Public

    Lightweight and educational reimplementation of TabPFN

    automl/nanoTabPFN’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Nov 3, 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 Nov 3, 2025
  • ConfigSpace Public

    Domain specific language for configuration spaces in Python. Useful for hyperparameter optimization and algorithm configuration.

    automl/ConfigSpace’s past year of commit activity
    Python 216 96 27 (4 issues need help) 5 Updated Oct 31, 2025
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,202 240 108 16 Updated Oct 30, 2025
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