scSLAT.model.graphmodel

Graph and GAN networks in SLAT

Classes

LGCN

Lightweight GCN which remove nonlinear functions and concatenate the embeddings of each layer:

LGCN_mlp

Add one hidden layer MLP in LGCN

ReconDNN

Data reconstruction network

WDiscriminator

WGAN Discriminator

notrans

LGCN without transformation

transformation

Transformation in LGCN