WIP Multiview Generator

This package aims at generating mutliview datasets according to multipe paramterers : an error matrix, that tracks the error of each view on each class, a redundancy float that controls the ration of examples that are well described by all the viewsw, similarly the lutual error float controls the one that are misdescribed in eavery views.

Structure

The class of intereset is located in generator/multiple_sub_problems.py and called MultiViewSubProblemsGenerator.

A demo is available in demo/demo.py and generates a 3D dataset, along with a figure that analyzes it.