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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 296

  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 542 120

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 145 36

Repositories

Showing 10 of 172 repositories
  • 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 4 BSD-3-Clause 0 1 0 Updated Mar 11, 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 Mar 11, 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 38 (1 issue needs help) 1 Updated Mar 11, 2025
  • mf-prior-bench Public

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

    automl/mf-prior-bench’s past year of commit activity
    Python 8 Apache-2.0 2 5 2 Updated Mar 11, 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 Mar 10, 2025
  • arlbench Public

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

    automl/arlbench’s past year of commit activity
    Python 21 1 7 (1 issue needs help) 0 Updated Mar 10, 2025
  • CARL Public

    Benchmarking RL generalization in an interpretable way.

    automl/CARL’s past year of commit activity
    Python 146 Apache-2.0 13 13 1 Updated Mar 10, 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 Mar 7, 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 84 Apache-2.0 12 47 0 Updated Mar 6, 2025
  • tabpfn_common_utils Public
    automl/tabpfn_common_utils’s past year of commit activity
    Python 0 1 0 0 Updated Mar 6, 2025
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