Tutorial Gallery

Here are some tutorials to help you get started with the package. Examples presented in the sisPCA paper can be reproduced by following the provided notebooks. Note that notebook results and figures may not be exactly the same as those in the manuscript, but should be very close.

Feature selection using sisPCA on the Breast Cancer Wisconsin dataset

Recovering supervised and unsupervised subspaces in simulated data

Disentangling infection-induced changes in the single-cell atlas of the Plasmodium liver stage (Part I)

Disentangling infection-induced changes in the single-cell atlas of the Plasmodium liver stage (Part II)