scglue.models.sc.Discriminator

class scglue.models.sc.Discriminator(in_features, out_features, n_batches=0, h_depth=2, h_dim=256, dropout=0.2)[source]

Bases: Sequential, Discriminator

Modality discriminator

Parameters:

  • in_features (int) – Input dimensionality

  • out_features (int) – Output dimensionality

  • h_depth (int) – Hidden layer depth

  • h_dim (typing.Optional[int]) – Hidden layer dimensionality

  • dropout (float) – Dropout rate

Methods

forward

Discriminate among modalities

Attributes