Welcome to ESSA documentation!

ESSA (Easy Singular Spectrum Analysis) is a Python package for performing Singular Spectrum Analysis (SSA) on time series data.

Contents:

• Installation
• Usage
  • Basic Example
  • Advanced Usage
• API Reference
  • Decompose Class
  • BasicDecompose Class
  • ToeplitzDecompose Class
  • Reconstruct Method

Key Features

• Support for both basic SSA and Toeplitz SSA methods

• Full and randomized SVD options for large datasets

• Efficient decomposition and reconstruction of time series

• Intuitive API for time series analysis

Indices and tables

• Index

• Module Index

• Search Page