sklearn-xarray: Using scikit-learn with xarray

sklearn-xarray is an open-source python package that combines the n-dimensional labeled arrays of xarray with the machine learning and model selection tools of scikit-learn. The package contains wrappers that allow the user to apply scikit-learn estimators to xarray types without losing their labels.

The code repository is hosted on GitHub.

Documentation

• What’s New
• Introduction
• Installation
• Wrappers for sklearn estimators
• Using coordinates as targets
• Pipelining and cross-validation
• Custom transformers
• General examples
• API Reference

Indices and tables

• Index

• Search Page