hyperspy-ml-algorithms Documentation#
hyperspy-ml-algorithms provides standalone, sklearn-like machine learning algorithms for signal decomposition and transformation, extracted from HyperSpy.
These estimators are self-contained — they have no dependency on HyperSpy itself and work with standard NumPy arrays. They are designed for hyperspectral data analysis but can be used for any multi-dimensional dataset.
Contents
User Guide
Installation, quick start, and detailed examples for every estimator.
API Reference
Complete API documentation with constructors, methods, and attributes.
GitHub Repository
Source code, issue tracker, and contributing guidelines.