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@automl

AutoML-Freiburg-Hannover

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  1. auto-sklearn auto-sklearn Public

    Automated Machine Learning with scikit-learn

    Python 7.6k 1.3k

  2. Auto-PyTorch Auto-PyTorch Public

    Automatic architecture search and hyperparameter optimization for PyTorch

    Python 2.4k 289

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.1k 225

  4. TabPFN TabPFN Public

    Official implementation of the TabPFN paper (https://arxiv.org/abs/2207.01848) and the tabpfn package.

    Python 1.2k 109

  5. 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 527 117

  6. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 138 36

Repositories

Showing 10 of 167 repositories
  • FOB Public
    automl/FOB’s past year of commit activity
    Python 5 Apache-2.0 2 0 1 Updated Nov 15, 2024
  • neps Public

    Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.

    automl/neps’s past year of commit activity
    Python 59 Apache-2.0 13 36 (1 issue needs help) 8 Updated Nov 16, 2024
  • auto-sklearn Public

    Automated Machine Learning with scikit-learn

    automl/auto-sklearn’s past year of commit activity
    Python 7,632 BSD-3-Clause 1,280 194 (11 issues need help) 5 Updated Nov 15, 2024
  • arlbench Public

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

    automl/arlbench’s past year of commit activity
    Python 15 0 5 0 Updated Nov 15, 2024
  • tabpfn-client Public
    automl/tabpfn-client’s past year of commit activity
    Python 24 2 2 4 Updated Nov 14, 2024
  • 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 2 BSD-3-Clause 0 0 1 Updated Nov 14, 2024
  • CARP-S Public

    A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks.

    automl/CARP-S’s past year of commit activity
    Jupyter Notebook 8 0 34 3 Updated Nov 14, 2024
  • hposuite Public
    automl/hposuite’s past year of commit activity
    Python 1 BSD-3-Clause 0 0 0 Updated Nov 13, 2024
  • 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.

    automl/NASLib’s past year of commit activity
    Python 527 Apache-2.0 117 27 8 Updated Nov 11, 2024
  • PFNs Public

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

    automl/PFNs’s past year of commit activity
    Jupyter Notebook 50 Apache-2.0 10 3 0 Updated Nov 11, 2024
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