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AutoML-Freiburg-Hannover

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  1. auto-sklearn auto-sklearn Public

    Automated Machine Learning with scikit-learn

    Python 7.8k 1.3k

  2. Auto-PyTorch Auto-PyTorch Public

    Automatic architecture search and hyperparameter optimization for PyTorch

    Python 2.4k 297

  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
  • fanova Public Forked from frank-hutter/fanova

    Functional ANOVA

    automl/fanova’s past year of commit activity
    Python 122 56 19 1 Updated Mar 19, 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 19, 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 19, 2025
  • scaling-cbs-under-mup Public
    automl/scaling-cbs-under-mup’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Mar 18, 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) 2 Updated Mar 18, 2025
  • PFNs Public

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

    automl/PFNs’s past year of commit activity
    Jupyter Notebook 66 Apache-2.0 12 4 0 Updated Mar 18, 2025
  • tabpfn_common_utils Public
    automl/tabpfn_common_utils’s past year of commit activity
    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

    automl/mf-prior-bench’s past year of commit activity
    Python 8 Apache-2.0 2 7 2 Updated Mar 17, 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 4 BSD-3-Clause 0 1 0 Updated Mar 16, 2025
  • unlocking_state_tracking Public

    Expanding linear RNN state-transition matrix eigenvalues to include negatives improves state-tracking tasks and language modeling without added training or inference costs.

    automl/unlocking_state_tracking’s past year of commit activity
    Python 14 1 0 0 Updated Mar 15, 2025
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