scButterfly.butterfly.Butterfly

class scButterfly.butterfly.Butterfly
__init__()

Butterfly model.

Methods

__init__()

Butterfly model.

augmentation([aug_type, MultiVI_path])

Data augmentation for Butterfly model.

construct_model(chrom_list[, logging_path, ...])

Main model.

data_preprocessing([normalize_total, log1p, ...])

Preprocessing for RNA data and ATAC data in Butterfly.

load_data(RNA_data, ATAC_data, train_id, test_id)

Load data to Butterfly model.

test_model([batch_size, model_path, ...])

Test for model.

train_model([R_encoder_lr, A_encoder_lr, ...])

Training for model.