saveTrainedModelAsH5: Save a trained 'DigitalDLSorter' Deep Neural Network model to...

In digitalDLSorteR: Deconvolution of Bulk RNA-Seq Data Based on Deep Learning

Save a trained DigitalDLSorter Deep Neural Network model to disk as an HDF5 file

Description

Save a trained DigitalDLSorter Deep Neural Network model to disk as an HDF5 file. Note that this function does not save the DigitalDLSorterDNN object, but the trained keras model. This is the alternative to the saveRDS and preparingToSave functions if you want to keep the state of the optimizer.

Usage

saveTrainedModelAsH5(object, file.path, overwrite = FALSE)

Arguments

object	DigitalDLSorter object with trained.model slot.
file.path	Valid file path where to save the model to.
overwrite	Overwrite file if it already exists.

Value

No return value, saves a keras DNN trained model as HDF5 file on disk.

See Also

trainDDLSModel loadTrainedModelFromH5

digitalDLSorteR documentation built on Sept. 13, 2024, 5:06 p.m.