Metadata-Version: 2.1
Name: giants
Version: 1.0.0
Summary: Statistical and geospatial modeling tools for mapping big trees.
Home-page: https://the.forestobservatory.com/giants
Author: Salo Sciences
Author-email: cba@salo.ai
License: MIT
Description: # giants
        
        <img src="img/redwoods.jpg" alt="giant forests"/>
        
        <p align="center">
          <em>Basic machine learning optimization support, developed to identify big trees.</em>
        </p>
        
        ![License](https://img.shields.io/github/license/forestobservatory/giants)
        ![PyPI package](https://img.shields.io/pypi/v/giants)
        ![PyPI downloads](https://img.shields.io/pypi/dm/giants)
        ![Last commit](https://img.shields.io/github/last-commit/earth-chris/giants)
        ![Lines of code](https://img.shields.io/tokei/lines/github/earth-chris/giants)
        ![Forest Observatory](https://img.shields.io/twitter/follow/forestobs)
        
        ---
        
        **Documentation**: [the.forestobservatory.com/giants](https://the.forestobservatory.com/giants)
        
        **Source code**: [forestobservatory/giants](https://github.com/forestobservatory/giants)
        
        ---
        
        ## 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](https://github.com/forestobservatory/cfo-big-trees) but we found it useful enough to clean it up and publish it as a standalone package for easy re-use.
        
        ## Install
        
        ```bash
        pip install giants
        ```
        
        ## Developed by
        
        ![Earth Chris](https://img.shields.io/twitter/follow/earth_chris)
        
Keywords: ecology,conservation,remote sensing,machine learning
Platform: any
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.0
Description-Content-Type: text/markdown
