loiccoyle / RPCA

Robust PCA using Accelerating Alternating Projections in python

AccAltProj for robust PCA

Port of the AccAltProj algorithm for robust PCA to python.

This is a python port of the AccAltProj algorithm for robust PCA, described in this paper.

This implementation follows sklearn's fit & transform API.

📦 Installation

Requires python 3

In a terminal:

pip install rpca

As always, it is usually a good idea to use a virtual environment.