Pedro Ribeiro

Feature selection can be done using the FeatureSetSelector by specifying groups of columns as a "set" or by simply selecting a single column per node. Each set or feature will...

This would be done automatically as a preprocessing step or as part of the evolutionary algorithm. For the latter, a configuration dictionary could be defined such that the first segment...

the complexity objective function is defined here: https://github.com/EpistasisLab/tpot2/blob/main/tpot2/objectives/complexity.py Currently, only the classifiers are coded in. The regressors need to be added. Many of the same individual functions would likely also...

The budget can either be set to update after a number of generations or after set time periods. Related to #65

This tutorial could cover basic debugging steps and common issues. For example, identifying that the algorithm isn't training due to an incorrectly written objective function, plotting a training curve, checking...