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AutoML-Freiburg-Hannover

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  1. auto-sklearn auto-sklearn Public

    Automated Machine Learning with scikit-learn

    Python 7.7k 1.3k

  2. Auto-PyTorch Auto-PyTorch Public

    Automatic architecture search and hyperparameter optimization for PyTorch

    Python 2.4k 292

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.1k 230

  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 538 118

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 145 36

Repositories

Showing 10 of 172 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 69 Apache-2.0 16 37 (1 issue needs help) 2 Updated Feb 7, 2025
  • GoLU Public
    automl/GoLU’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Feb 6, 2025
  • hposuite Public

    A lightweight framework for benchmarking HPO algorithms

    automl/hposuite’s past year of commit activity
    Python 2 BSD-3-Clause 0 1 0 Updated Feb 6, 2025
  • PFNs Public

    Our maintained PFN repository. Come here to train SOTA PFNs.

    automl/PFNs’s past year of commit activity
    Jupyter Notebook 59 Apache-2.0 12 4 0 Updated Feb 6, 2025
  • automated-sub-network-selection Public

    Official Repo for "Compressing Large Language Models with Automated Sub-Network Search"

    automl/automated-sub-network-selection’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Feb 6, 2025
  • KinPFN Public

    Bayesian Approximation of RNA Folding Kinetics using Prior-Data Fitted Networks

    automl/KinPFN’s past year of commit activity
    Jupyter Notebook 1 Apache-2.0 0 0 0 Updated Feb 6, 2025
  • CARL Public

    Benchmarking RL generalization in an interpretable way.

    automl/CARL’s past year of commit activity
    Python 141 Apache-2.0 13 9 2 Updated Feb 5, 2025
  • hpoglue Public

    HPO tool with a modular API that allows for the easy interfacing of a new Optimizer and a new Benchmark

    automl/hpoglue’s past year of commit activity
    Python 3 BSD-3-Clause 0 1 0 Updated Feb 5, 2025
  • scaling-cbs-under-mup Public
    automl/scaling-cbs-under-mup’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Feb 4, 2025
  • Mighty Public

    The Mighty cRL library you've been looking for! 💪

    automl/Mighty’s past year of commit activity
    Python 17 Apache-2.0 0 18 0 Updated Feb 4, 2025
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