API Documentation Index

API Documentation Index#

PyEarthTools comprises multiple sub-packages which can be used individually or together.

API

How-To Guide

Purpose

Data API

Data How-To

Loading Earth system data sets to xarray for processing

Utils API

n/a (internal)

Code for common functionality across the sub-packages

Pipeline API

Pipeline How-To

Process and normalise Earth system data ready for machine learning

Bundled Models

Model How-To

Maintained versions of specific, bundled models which can be easily trained and run

Training API

n/a (to be done)

Training processes for machine learning models

Tutorial API

n/a (internal)

Contains helper code for data sets used in tutorials

Zoo API

na/ (internal)

Contains code for managing registered models (such as the bundled models)

Evaluation

(to be done)

(Coming soon) Contains code for producing standard evaluations (such as benchmarks and scorecards)