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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 299

  3. SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.1k 234

  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 551 122

  5. HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 146 36

Repositories

Showing 10 of 174 repositories
  • CARP-S Public

    A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks.

    Jupyter Notebook 11 0 36 3 Updated Apr 22, 2025
  • PFNs Public

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

    Jupyter Notebook 78 Apache-2.0 12 5 0 Updated Apr 18, 2025
  • ConfigurableOptimizer Public

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

    Python 4 Apache-2.0 1 33 4 Updated Apr 17, 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 Apr 17, 2025
  • LoRA-DARTS Public

    Applies LoRA modules to the supernets in gradient-based one-shot NAS methods to improve performance.

    Python 1 Apache-2.0 0 0 0 Updated Apr 17, 2025
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1,149 234 103 8 Updated Apr 17, 2025
  • DeepCAVE Public

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

    Python 87 Apache-2.0 13 53 0 Updated Apr 16, 2025
  • Mighty Public

    The Mighty cRL library you've been looking for! 💪

    Python 17 Apache-2.0 0 19 0 Updated Apr 16, 2025
  • neps Public

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

    Python 72 Apache-2.0 17 17 (1 issue needs help) 3 Updated Apr 16, 2025
  • hposuite Public

    A lightweight framework for benchmarking HPO algorithms

    Python 2 BSD-3-Clause 0 1 1 Updated Apr 10, 2025
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