/// <summary>
/// Creates a network with cellsParameters.Length (if only cellsParameters is given else 1) lstm cell in each layer
/// and the number of layers equal to the size of the input sequence of vectors.
/// All sequence is returned
/// </summary>
/// <param name="lengthOfInput">Length of input vector</param>
/// <param name="lengthOfOutput">Length of output vector</param>
/// <param name="cellsParameters"></param>
public Lstm(int lengthOfInput, int lengthOfOutput, RecurentParameters parameters, params RecurentCellParameters[] cellsParameters)
{
CheckDataOnError(lengthOfInput, lengthOfOutput, cellsParameters);
LengthOfInput = lengthOfInput;
LengthOfOutput = lengthOfOutput;
ReturnFullSequences = true;
LayerCountEqualsLengthOfInputSequence = true;
Parameters = parameters;
CellsParameters = cellsParameters;
InitCellsParametersIfNotExist();
InitializeElementOfLstmAndGates();
}
public Lstm(RecurentParameters parameters)
{
}