pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python

Author: Dr. Zhonghua Zheng

Overview

• About
• Installation

Tutorial

• load sample data
• EOF Analysis
  • reshape the dataframe to be [time, space]
  • varimax rotated PCA analysis
  • unrotated EOFs analysis
• compare with Eofs package (unrotated EOFs)

How to ask for help

The GitHub issue tracker is the primary place for bug reports.