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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 294

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.1k 231

  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 541 118

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 145 36

Repositories

Showing 10 of 172 repositories
  • scaling-cbs-under-mup Public
    automl/scaling-cbs-under-mup’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Feb 25, 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 11 4 9 2 Updated Feb 25, 2025
  • arlbench Public

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

    automl/arlbench’s past year of commit activity
    Python 19 1 7 (1 issue needs help) 0 Updated Feb 24, 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 71 Apache-2.0 16 37 (1 issue needs help) 2 Updated Feb 24, 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 23, 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 83 Apache-2.0 12 47 0 Updated Feb 21, 2025
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,119 231 105 6 Updated Feb 19, 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 17, 2025
  • FOB Public
    automl/FOB’s past year of commit activity
    Python 9 Apache-2.0 5 1 1 Updated Feb 15, 2025
  • interactive-mo-ml Public

    Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning

    automl/interactive-mo-ml’s past year of commit activity
    Python 1 Apache-2.0 1 0 0 Updated Feb 13, 2025
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