fynance.models.recurrent_neural_network.LongShortTermMemory.train_on

LongShortTermMemory.train_on(X, y, H, C)

Trains the neural network model.

Parameters:

X, y, H, C : torch.Tensor

Respectively inputs, outputs, states and cell memory to train model.

Returns:

torch.nn.modules.loss

Loss outputs.

torch.Tensor

Updated states of the model.

torch.Tensor

Cell memory of the model.