Artificial Neural Networks analysis

ANN_analysis.initialise_net()

Initialise feed forward neural network with 4 fully connected layers of size 48, 100, 70 and 55.

Returns: torch.nn

ANN_analysis.iterate()

Minimise MAPE

ANN_analysis.my_loss(y_true, y_pred)

Given the target and the current values, compute the Mean Absolute Percentage Error (MAPE).

Args:

• y_true(array): Target value.

• y_pred(array): Current value.

Returns: MAPE.