giants 1.0.0

Statistical and geospatial modeling tools for mapping big trees.

giants

Basic machine learning optimization support, developed to identify big trees.

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Documentation: the.forestobservatory.com/giants

Source code: forestobservatory/giants

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Introduction

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.

Install

pip install giants

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