scglue.models.sc

GLUE component modules for single-cell omics data

Classifier

Linear label classifier

DataDecoder

Abstract data decoder

DataEncoder

Abstract data encoder

Discriminator

Modality discriminator

GraphDecoder

Graph decoder

GraphEncoder

Graph encoder

IndDataDecoder

Data decoder mixin that makes decoding independent of feature latent

IndNBDataDecoder

Negative binomial data decoder independent of feature latent

IndNormalDataDocoder

Normal data decoder independent of feature latent

IndZILNDataDecoder

Zero-inflated log-normal data decoder independent of feature latent

IndZINBDataDecoder

Zero-inflated negative binomial data decoder independent of feature latent

IndZINDataDecoder

Zero-inflated normal data decoder independent of feature latent

NBDataDecoder

Negative binomial data decoder

NBDataEncoder

Data encoder for negative binomial data

NormalDataDecoder

Normal data decoder

Prior

Prior distribution

VanillaDataEncoder

Vanilla data encoder

ZILNDataDecoder

Zero-inflated log-normal data decoder

ZINBDataDecoder

Zero-inflated negative binomial data decoder

ZINDataDecoder

Zero-inflated normal data decoder