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AutoML-Freiburg-Hannover

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  1. auto-sklearn auto-sklearn Public

    Automated Machine Learning with scikit-learn

    Python 8.1k 1.3k

  2. Auto-PyTorch Auto-PyTorch Public

    Automatic architecture search and hyperparameter optimization for PyTorch

    Python 2.5k 300

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.3k 250

  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 596 133

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 175 36

Repositories

Showing 10 of 209 repositories
  • extrapolaw Public Forked from automl/neps

    Automated Scaling Analysis (AutoScAn); helps deep learning experts find the optimum Architectural and Hyperparameter choices.

    automl/extrapolaw's past year of commit activity
    Python 1 Apache-2.0 23 1 1 Updated Nov 7, 2026
  • ucr-provenance-audit Public

    Provenance audit of the 128 UCR time series classification datasets: CSV, records, duplicate checks, protocols

    automl/ucr-provenance-audit's past year of commit activity
    HTML 0 MIT 0 0 0 Updated Nov 7, 2026
  • scan_bench Public

    A curated benchmark suite for scaling analysis of foundation models across model and data scales.

    automl/scan_bench's past year of commit activity
    Python 8 MIT 0 0 0 Updated Nov 7, 2026
  • scaling_studies_algorithm Public
    automl/scaling_studies_algorithm's past year of commit activity
    Python 0 MIT 0 0 0 Updated Nov 7, 2026
  • scan_llm_bench Public
    automl/scan_llm_bench's past year of commit activity
    Python 0 MIT 0 0 0 Updated Nov 7, 2026
  • SyntheticEvolution Public

    RNA Secondary Structure Based Generation of Synthetic Homologous Sequences

    automl/SyntheticEvolution's past year of commit activity
    C++ 3 Apache-2.0 1 1 3 Updated Nov 7, 2026
  • RNA-Protein-3D-Structure-Evaluation Public

    This Repository provides source code for evaluation, analysis, and visualization of RNA-containing 3D structures.

    automl/RNA-Protein-3D-Structure-Evaluation's past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Nov 6, 2026
  • 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 22 BSD-3-Clause 5 7 1 Updated Nov 6, 2026
  • 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 226 95 22 (4 issues need help) 16 Updated Nov 5, 2026
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3's past year of commit activity
    Python 1,270 250 88 24 Updated Nov 4, 2026
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