esmtools: a toolbox for Earth system model analysis

Most Recent Release

v1.1.1 of esmtools mainly introduces dask-friendly, vectorized, lightweight functions for standard statistical functions. They also intelligently handle datetimes on the independent (x) axis:

• linear_slope()
• linregress()
• polyfit()
• rm_poly()
• rm_trend()

Installation

You can install the latest release of esmtools using pip or conda:

pip install esmtools

conda install -c conda-forge esmtools

You can also install the bleeding edge (pre-release versions) by running

pip install git+https://github.com/bradyrx/esmtools@master --upgrade

Getting Started

• Examples
• Calling Functions via Accessors

Help & Reference

• API Reference
• Contribution Guide
• Changelog History
• Release Procedure
• Contributors
• Additional Packages