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Predict latent representations for query cells.

Usage

predict_latentsp(
  trainer,
  query_seurat,
  mode = "fine",
  alpha_z = 0.5,
  alpha_predz = 0.5,
  step_size = NULL,
  step_wise = FALSE,
  batch_size = NULL,
  assay = "RNA"
)

Arguments

trainer

Trained Trainer object

query_seurat

Query Seurat object

mode

Prediction mode: "fine" or "coarse" (default: "fine")

alpha_z

Weight for encoder-derived latent (default: 0.5)

alpha_predz

Weight for ODE-derived latent (default: 0.5)

step_size

Step size for integration (default: NULL)

step_wise

Use step-wise integration (default: FALSE)

batch_size

Batch size (default: NULL)

assay

Assay name (default: "RNA")

Value

List with mix_zs, zs, pred_zs matrices