Basic machine learning optimization support, developed to identify big trees.
Source code: forestobservatory/giants
giants is a simple package that provides python support for tuning
sklearn models via hyperparameter searches. There are a series of pre-defined configurations and hyperparameter grids defined for a series of models, which should be fairly easy to extend as needed.
It was originally developed for the Big Trees project but we found it useful enough to clean it up and publish it as a standalone package for easy re-use.
pip install giants