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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 7.8k 1.3k

  2. Auto-PyTorch Auto-PyTorch Public

    Automatic architecture search and hyperparameter optimization for PyTorch

    Python 2.4k 299

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.1k 233

  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 545 121

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 145 36

Repositories

Showing 10 of 174 repositories
  • ConfigurableOptimizer Public

    Repo for the Configurable Optimizer project, which aims at searching in the space of one-shot optimizers

    automl/ConfigurableOptimizer’s past year of commit activity
    Python 3 0 34 6 Updated Apr 5, 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 72 Apache-2.0 17 22 (1 issue needs help) 4 Updated Apr 5, 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 36 3 Updated Apr 4, 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 1 Updated Apr 1, 2025
  • MetaPB2 Public
    automl/MetaPB2’s past year of commit activity
    Jupyter Notebook 2 Apache-2.0 1 0 0 Updated Mar 31, 2025
  • GoLU Public

    GoLU, a novel, self-gated and element-wise activation function that performs well over a diverse set of tasks

    automl/GoLU’s past year of commit activity
    Python 4 MIT 1 0 0 Updated Mar 30, 2025
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,141 233 101 10 Updated Mar 28, 2025
  • yahpo_gym Public Forked from slds-lmu/yahpo_gym

    Surrogate benchmarks for HPO problems

    automl/yahpo_gym’s past year of commit activity
    Jupyter Notebook 0 7 0 1 Updated Mar 26, 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 86 Apache-2.0 13 48 0 Updated Mar 26, 2025
  • PFNs Public

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

    automl/PFNs’s past year of commit activity
    Jupyter Notebook 72 Apache-2.0 12 4 0 Updated Mar 24, 2025
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