Skip to content
@automl

AutoML-Freiburg-Hannover

Pinned Loading

  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 304

  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 573 125

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 157 37

Repositories

Showing 10 of 195 repositories
  • CARP-S Public

    A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks.

    automl/CARP-S’s past year of commit activity
    Jupyter Notebook 18 0 52 5 Updated Nov 26, 2025
  • arlbench Public

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

    automl/arlbench’s past year of commit activity
    Python 26 4 22 (2 issues need help) 0 Updated Nov 26, 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 26, 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 78 Apache-2.0 19 15 6 Updated Nov 26, 2025
  • TFM-Playground Public

    A Playground for Tabular Foundation Models

    automl/TFM-Playground’s past year of commit activity
    Python 38 Apache-2.0 12 0 5 Updated Nov 25, 2025
  • hposuite Public

    A lightweight framework for benchmarking HPO algorithms

    automl/hposuite’s past year of commit activity
    Python 3 BSD-3-Clause 0 6 1 Updated Nov 25, 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 217 96 24 (4 issues need help) 7 Updated Nov 25, 2025
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,204 240 103 16 Updated Nov 24, 2025
  • MetaPB2 Public
    automl/MetaPB2’s past year of commit activity
    Jupyter Notebook 4 Apache-2.0 1 0 0 Updated Nov 21, 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 12 BSD-3-Clause 1 5 0 Updated Nov 21, 2025
View all repositories

Top languages

Loading…