__init__

FullyConnected.__init__(input_dimension, quantiles, arch, layers=None)[source]

Create a fully-connected neural network.

Parameters:

  • input_dimension (int) – Number of input features

  • quantiles (array) – The quantiles to predict given as fractions within [0, 1].

  • arch (tuple) – Tuple (d, w, a) containing d, the number of hidden layers in the network, w, the width of the network and a, the type of activation functions to be used as string.