`genome.models.base`¶

Base classes for model types

class genome.models.base.BaseModel(input)¶

Bases: object

Base model class

Stores generic parameters and tracking the input

Parameters:	input (theano.tensor.TensorVariable) – Symbolic variable that describes the input.

class genome.models.base.MultiLayerModel(input, n_in, n_out, layers)¶

Base model class for multi-layered models

Parameters:	input (theano.tensor.TensorVariable) – symbolic variable that describes the input n_in (int) – Number of input nodes n_out (int) – Number of output nodes layers (list of tuple) – Defines the number of input connection, output connection and layer activation function. Example: `[(n_in, n_hidden, activation),... (n_hidden, n_out, activation)]`

genome.models.base¶