/// <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) { }