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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 107

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 521 118

6. HPOBench HPOBench Public

   Collection of hyperparameter optimization benchmark problems

   Python 137 35