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AutoML-Freiburg-Hannover

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  1. auto-sklearn auto-sklearn Public

    Automated Machine Learning with scikit-learn

    Python 8k 1.3k

  2. Auto-PyTorch Auto-PyTorch Public

    Automatic architecture search and hyperparameter optimization for PyTorch

    Python 2.5k 302

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.2k 240

  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 568 125

  5. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 156 37

Repositories

Showing 10 of 195 repositories
  • arlbench Public

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

    automl/arlbench’s past year of commit activity
    Python 26 4 22 (2 issues need help) 0 Updated Nov 10, 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 77 Apache-2.0 19 15 6 Updated Nov 9, 2025
  • nanoTabPFN Public

    Lightweight and educational reimplementation of TabPFN

    automl/nanoTabPFN’s past year of commit activity
    Jupyter Notebook 8 0 1 0 Updated Nov 8, 2025
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,202 240 108 15 Updated Nov 7, 2025
  • TempoPFN Public

    TempoPFN: Zero-shot Time Series Forecasting (accepted at EurIPS 2025 AI for Tabular Data Workshop)

    automl/TempoPFN’s past year of commit activity
    Python 26 Apache-2.0 0 0 0 Updated Nov 7, 2025
  • hposuite Public

    A lightweight framework for benchmarking HPO algorithms

    automl/hposuite’s past year of commit activity
    Python 3 BSD-3-Clause 0 6 1 Updated Nov 7, 2025
  • HyperSHAP Public

    HyperSHAP is a holistic framework for explaining hyperparameter optimization based on Shapley values and interactions.

    automl/HyperSHAP’s past year of commit activity
    Python 4 BSD-3-Clause 0 3 0 Updated Nov 6, 2025
  • TFM-Playground Public

    A Playground for Tabular Foundation Models

    automl/TFM-Playground’s past year of commit activity
    Python 35 Apache-2.0 11 0 4 Updated Nov 6, 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 17 0 51 4 Updated Nov 6, 2025
  • diverse-codegen-pipeline Public
    automl/diverse-codegen-pipeline’s past year of commit activity
    HTML 0 MIT 0 0 0 Updated Nov 5, 2025
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