scglue.models.glue.GLUE

class scglue.models.glue.GLUE(g2v, v2g, x2u, u2x, idx, du, prior)

Bases: Module

Base class for GLUE (Graph-Linked Unified Embedding) network

Parameters:

• g2v (scglue.models.glue.GraphEncoder) – Graph encoder

• v2g (scglue.models.glue.GraphDecoder) – Graph decoder

• x2u (typing.Mapping[str, scglue.models.glue.DataEncoder]) – Data encoders (indexed by modality name)

• u2x (typing.Mapping[str, scglue.models.glue.DataDecoder]) – Data decoders (indexed by modality name)

• idx (typing.Mapping[str, torch.Tensor]) – Feature indices among graph vertices (indexed by modality name)

• du (scglue.models.glue.Discriminator) – Modality discriminator

• prior (scglue.models.glue.Prior) – Latent prior

Methods

forward

Invalidated forward operation

Attributes

device

Device of the module