Create setting for CNN model with python

Create setting for CNN model with python

setCNNTorch(
  nbfilters = c(16, 32),
  epochs = c(20, 50),
  seed = 0,
  class_weight = 0,
  type = "CNN"
)

Arguments

nbfilters	The number of filters
epochs	The number of epochs
seed	A seed for the model
class_weight	The class weight used for imbalanced data: 0: Inverse ratio between positives and negatives -1: Focal loss
type	It can be normal 'CNN', 'CNN_LSTM', CNN_MLF' with multiple kernels with different kernel size, 'CNN_MIX', 'ResNet' and 'CNN_MULTI'

Examples

if (FALSE) {
model.cnnTorch <- setCNNTorch()
}