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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 301

  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 567 125

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 155 37

Repositories

Showing 10 of 193 repositories
  • 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 5 Apache-2.0 0 0 0 Updated Nov 1, 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 1, 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 14 6 Updated Oct 31, 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 28 (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 1,201 239 107 16 Updated Oct 30, 2025
  • auto-sklearn Public

    Automated Machine Learning with scikit-learn

    automl/auto-sklearn’s past year of commit activity
    Python 7,982 BSD-3-Clause 1,312 198 (11 issues need help) 7 Updated Oct 27, 2025
  • NeuralAttentionSearch Public
    automl/NeuralAttentionSearch’s past year of commit activity
    Python 1 0 0 0 Updated Oct 23, 2025
  • STRAND Public

    Structure Refinement of RNA-Protein Complexes via Diffusion

    automl/STRAND’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Oct 22, 2025
  • anGPT Public

    Learning in Compact Spaces with Approximately Normalized Transformer

    automl/anGPT’s past year of commit activity
    0 MIT 0 0 0 Updated Oct 22, 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 Oct 22, 2025
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