A Machine Learning Pipeline for Climate ScienceΒΆ

This repository is an end-to-end pipeline for the creation, intercomparison and evaluation of machine learning methods in climate science.

The pipeline carries out a number of tasks to create a unified-data format for training and testing machine learning methods.

These tasks are split into the different classes defined in the src folder, and explained further below:

Pipeline overview

Some basic working knowledge of Python is required to use this pipeline, although it is not too onerous.

For more information, see:

Getting started: