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@automl

AutoML-Freiburg-Hannover

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  1. auto-sklearn Public

    Automated Machine Learning with scikit-learn

    Python 7.8k 1.3k

  2. Auto-PyTorch Public

    Automatic architecture search and hyperparameter optimization for PyTorch

    Python 2.4k 297

  3. SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.1k 233

  4. 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 542 120

  5. HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 145 36

Repositories

Showing 10 of 172 repositories
  • neps Public

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

    Python 72 Apache-2.0 16 38 (1 issue needs help) 2 Updated Mar 22, 2025
  • PFNs Public

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

    Jupyter Notebook 66 Apache-2.0 12 4 0 Updated Mar 21, 2025
  • hpoglue Public

    HPO tool with a modular API that allows for the easy interfacing of a new Optimizer and a new Benchmark

    Python 4 BSD-3-Clause 0 1 0 Updated Mar 21, 2025
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1,134 233 100 8 Updated Mar 20, 2025
  • CARP-S Public

    A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks.

    Jupyter Notebook 11 0 36 3 Updated Mar 20, 2025
  • hposuite Public

    A lightweight framework for benchmarking HPO algorithms

    Python 2 BSD-3-Clause 0 1 1 Updated Mar 20, 2025
  • fanova Public Forked from frank-hutter/fanova

    Functional ANOVA

    Python 122 56 19 1 Updated Mar 19, 2025
  • Python 0 MIT 0 0 0 Updated Mar 18, 2025
  • Python 0 1 0 0 Updated Mar 18, 2025
  • mf-prior-bench Public

    A collection of multi-fidelity benchmarks with first class support for user priors

    Python 8 Apache-2.0 2 7 2 Updated Mar 17, 2025

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