automatminer.automl.config package¶
Submodules¶
automatminer.automl.config.tpot_configs module¶
This file is modified from the default config files of the TPOT library. It contains a customed dict of operators that we want to optimize using genetic algorithm.
We can add/remove Regressors/Preprocessors/Selectors-related operators to custom the operators to be optimized by tpot in the future. For instance, the Preprocessors/Selectors-related procedures are currently taken care of by the Preprocess class in automatminer, so we may consider to comment out the related operators in the config_dicts (or use tpot instead of Preprocess to optimize some procedures).
Check the TPOT documentation for information on the structure of config_dicts