public static LearningApi UseRbm(this LearningApi api,
double learningRate, int iterations, int numVisible, int numHidden,
IActivationFunction activationFnc = null)
{
var alg = new Rbm(numVisible, numHidden, iterations, learningRate);
api.AddModule(alg, "Rbm");
return(api);
}
/// <summary>
///
/// </summary>
/// <param name="api">Instance of LearningAPI.</param>
/// <param name="learningRate">Defines how fast the RBM algorithm will learn. </param>
/// <param name="iterations">How many iterations are done per given dataset.</param>
/// <param name="numVisible">Number of visible nodes should be equal to number of inputs.</param>
/// <param name="numHidden">Number of hidden nodes.</param>
/// <param name="activationFnc">Optionaly, you can specify some activation function.</param>
/// <returns></returns>
public static LearningApi UseRbm(this LearningApi api,
double learningRate, int iterations, int numVisible, int numHidden,
IActivationFunction activationFnc = null)
{
var alg = new Rbm(numVisible, numHidden, iterations, learningRate /*, bool writeLossToFile = false*/);
api.AddModule(alg, $"Rbm_{Guid.NewGuid()}");
return(api);
}