SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
A scikit-learn compatible implementation of hyperband
Iterated Racing for Automatic Algorithm Configuration
A benchmark library for Dynamic Algorithm Configuration.
Algorithm Configuration Visualizations for irace!
Sparkle is a Programming by Optimisation (PbO)-based problem-solving platform designed to enable the widespread and effective use of PbO techniques for improving the state-of-the-art in solving a broad range of prominent AI problems, including SAT and AI Planning.
Mosaic: MCTS-based Pipeline Optimization
AutoML via model selection with MCTS and model configuration with optimizer ensembles.
An example of how to use irace with Julia on a Windows computer
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