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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 7.6k 1.3k

  2. Auto-PyTorch Auto-PyTorch Public

    Automatic architecture search and hyperparameter optimization for PyTorch

    Python 2.4k 287

  3. SMAC3 SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    Python 1.1k 223

  4. TabPFN TabPFN Public

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

    Python 1.2k 108

  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 522 117

  6. HPOBench HPOBench Public

    Collection of hyperparameter optimization benchmark problems

    Python 137 36

Repositories

Showing 10 of 168 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 2 BSD-3-Clause 0 0 0 Updated Nov 2, 2024
  • hposuite Public
    automl/hposuite’s past year of commit activity
    Python 0 BSD-3-Clause 0 0 0 Updated Nov 2, 2024
  • auto-sklearn Public

    Automated Machine Learning with scikit-learn

    automl/auto-sklearn’s past year of commit activity
    Python 7,612 BSD-3-Clause 1,279 194 (11 issues need help) 4 Updated Nov 2, 2024
  • tabpfn-client Public
    automl/tabpfn-client’s past year of commit activity
    Python 22 2 2 4 Updated Nov 1, 2024
  • lmem-significance Public

    This package is used to analyse datasets of different HPO-algorithms performing on multiple benchmarks, using a Linear Mixed-Effects Model-based approach.

    automl/lmem-significance’s past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated Nov 1, 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 13 Apache-2.0 2 10 0 Updated Nov 1, 2024
  • amltk Public

    A build-it-yourself AutoML Framework

    automl/amltk’s past year of commit activity
    Python 62 BSD-3-Clause 6 31 (1 issue needs help) 3 Updated Oct 31, 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 57 Apache-2.0 12 36 (1 issue needs help) 7 Updated Oct 30, 2024
  • arlbench Public

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

    automl/arlbench’s past year of commit activity
    Python 14 0 5 0 Updated Oct 30, 2024
  • SMAC3 Public

    SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

    automl/SMAC3’s past year of commit activity
    Python 1,083 223 93 6 Updated Oct 29, 2024
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