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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 290

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.1k 229

  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 536 117

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 144 36

Repositories

Showing 10 of 166 repositories
  • 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 7 0 3 Updated Jan 10, 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 11 0 35 4 Updated Jan 10, 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 1 Updated Jan 10, 2025
  • quicktunetool Public

    A framework for QuickTune

    automl/quicktunetool’s past year of commit activity
    Python 12 BSD-3-Clause 5 0 0 Updated Jan 9, 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 64 Apache-2.0 13 36 (1 issue needs help) 7 Updated Jan 9, 2025
  • hposuite Public
    automl/hposuite’s past year of commit activity
    Python 2 BSD-3-Clause 0 1 0 Updated Jan 9, 2025
  • autorl-org Public

    The AutoRL.org site

    automl/autorl-org’s past year of commit activity
    Ruby 3 Apache-2.0 1 0 1 Updated Jan 8, 2025
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,100 229 104 8 Updated Jan 8, 2025
  • DeepCAVE Public

    An interactive framework to visualize and analyze your AutoML process in real-time.

    automl/DeepCAVE’s past year of commit activity
    Python 75 Apache-2.0 11 47 1 Updated Jan 8, 2025
  • hypersweeper Public

    Hydra sweeper integration of our favorite optimization packages, utilizing ask-and-tell interfaces.

    automl/hypersweeper’s past year of commit activity
    Python 9 2 8 0 Updated Jan 8, 2025
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