neural network configuration and tensorflow model hyperparameters
extra instance properties
Adds dense layers to tensorflow classification model
independent variables
dependent variables
model dense layer parameters
Loads a saved tensoflow / keras model, this is an alias for
tensorflow load model options
tensorflow model
saves a tensorflow model, this is an alias for
tensorflow save model options
tensorflow model
Creates dataset data
array of values
number of values in each feature
returns x matrix and y matrix for model trainning
Returns the shape of an input matrix
input matrix
returns the shape of a matrix (e.g. [2,2])
Returns data for predicting values
Reshape input to be [samples, time steps, features]
dataset array of values
returns proper timeseries forecasting shape
Reshapes an array
input array
shape array
returns a matrix with the defined shape
Long Short Term Memory Time Series with Tensorflow
{BaseNeuralNetwork}