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1. auto-sklearn auto-sklearn Public

   Automated Machine Learning with scikit-learn

   Python 7.5k 1.3k

2. Auto-PyTorch Auto-PyTorch Public

   Automatic architecture search and hyperparameter optimization for PyTorch

   Python 2.3k 281

3. SMAC3 SMAC3 Public

   SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

   Python 1k 220

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 503 114

5. HPOBench HPOBench Public

   Collection of hyperparameter optimization benchmark problems

   Python 127 35

6. TabPFN TabPFN Public

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

   Python 1.1k 104