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AutoML-Freiburg-Hannover

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  1. auto-sklearn auto-sklearn Public

    Automated Machine Learning with scikit-learn

    Python 7.6k 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 224

  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 524 118

  6. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 137 36

Repositories

Showing 10 of 167 repositories
  • CPR Public

    Constraint Parameter Regularization

    automl/CPR’s past year of commit activity
    Python 1 Apache-2.0 1 0 0 Updated Nov 9, 2024
  • FOB Public
    automl/FOB’s past year of commit activity
    Python 5 Apache-2.0 2 0 1 Updated Nov 9, 2024
  • hposuite Public
    automl/hposuite’s past year of commit activity
    Python 1 BSD-3-Clause 0 0 0 Updated Nov 9, 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 0 Updated Nov 9, 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 57 Apache-2.0 13 36 (1 issue needs help) 9 Updated Nov 8, 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 8, 2024
  • mdp-playground Public

    A python package to design and debug RL agents.

    automl/mdp-playground’s past year of commit activity
    Python 28 Apache-2.0 6 0 3 Updated Nov 7, 2024
  • quicktunetool Public

    A framework for QuickTune

    automl/quicktunetool’s past year of commit activity
    Python 12 BSD-3-Clause 5 0 0 Updated Nov 6, 2024
  • automl/tabpfn-client’s past year of commit activity
    Python 22 2 2 4 Updated Nov 6, 2024
  • autorl-org Public

    The AutoRL.org site

    automl/autorl-org’s past year of commit activity
    Ruby 2 Apache-2.0 0 0 0 Updated Nov 5, 2024