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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 7.7k 1.3k

  2. Auto-PyTorch Auto-PyTorch Public

    Automatic architecture search and hyperparameter optimization for PyTorch

    Python 2.4k 289

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.1k 228

  4. TabPFN TabPFN Public

    Official implementation of the TabPFN paper (https://arxiv.org/abs/2207.01848) and the tabpfn package.

    Python 1.2k 112

  5. 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 530 118

  6. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 140 36

Repositories

Showing 10 of 169 repositories
  • tabpfn-client Public
    automl/tabpfn-client’s past year of commit activity
    Python 24 2 3 7 Updated Dec 11, 2024
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,093 228 100 6 Updated Dec 11, 2024
  • neps Public

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

    automl/neps’s past year of commit activity
    Python 62 Apache-2.0 13 37 (1 issue needs help) 9 Updated Dec 11, 2024
  • CARP-S Public

    A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks.

    automl/CARP-S’s past year of commit activity
    Jupyter Notebook 10 0 34 4 Updated Dec 10, 2024
  • DeepCAVE Public

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

    automl/DeepCAVE’s past year of commit activity
    Python 72 Apache-2.0 11 45 0 Updated Dec 10, 2024
  • Drift-Resilient_TabPFN Public

    Drift-Resilient TabPFN is a method using In-Context Learning via a Prior-Data Fitted Network, to address temporal distribution shifts in tabular data, outperforming existing methods in terms of performance and calibration.

    automl/Drift-Resilient_TabPFN’s past year of commit activity
    4 0 0 0 Updated Dec 9, 2024
  • HW-GPT-Bench Public

    HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models

    automl/HW-GPT-Bench’s past year of commit activity
    Python 17 Apache-2.0 3 5 0 Updated Dec 6, 2024
  • autorl-org Public

    The AutoRL.org site

    automl/autorl-org’s past year of commit activity
    Ruby 2 Apache-2.0 0 0 0 Updated Dec 5, 2024
  • hposuite Public
    automl/hposuite’s past year of commit activity
    Python 2 BSD-3-Clause 0 0 0 Updated Dec 5, 2024
  • quicktunetool Public

    A framework for QuickTune

    automl/quicktunetool’s past year of commit activity
    Python 12 BSD-3-Clause 5 0 0 Updated Dec 5, 2024
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