AutoML-Freiburg-Hannover

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 246 Apache-2.0 54 7 0 Updated May 19, 2022
auto-sklearn Public
Automated Machine Learning with scikit-learn

Python 6,275 BSD-3-Clause 1,157 99 (1 issue needs help) 10 Updated May 18, 2022
DeepCAVE Public
An interactive framework to visualize and analyze your AutoML process in real-time.

Python 11 Apache-2.0 1 7 2 Updated May 18, 2022
automl_sphinx_theme Public
Write easy documentations with the AutoML sphinx theme. No sphinx knowledge necessary. See the documentation to get a preview:

Python 1 Apache-2.0 0 2 0 Updated May 18, 2022
HPOBench Public
Collection of hyperparameter optimization benchmark problems

Python 77 Apache-2.0 15 9 (1 issue needs help) 8 Updated May 17, 2022
DACBench Public
A benchmark library for Dynamic Algorithm Configuration.

Python 13 Apache-2.0 8 44 (1 issue needs help) 0 Updated May 17, 2022
automl_common Public
This repository holds shared utilities that AutoML frameworks may benefit from.

Python 3 Apache-2.0 3 1 1 Updated May 16, 2022
Auto-PyTorch Public
Automatic architecture search and hyperparameter optimization for PyTorch

Python 1,644 Apache-2.0 208 46 34 Updated May 16, 2022
metassl Public
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

Python 4 MIT 191 0 0 Updated May 15, 2022
awesome-transformer-search Public
A curated list of awesome resources combining Transformers with Neural Architecture Search

125 15 1 0 Updated May 14, 2022

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