public RBMTrainer(MnistDataMgr dataMgr, RBM rbm)
{
_dataMgr = dataMgr;
_rbm = rbm;
_rnd = new Random();
}
public RBM(RBM rmb)
{
_visible = rmb._visible;
_hidden = rmb._hidden;
_weightVisibleHidden = rmb._weightVisibleHidden;
_visibleBias = rmb._visibleBias;
_hiddenBias = rmb._hiddenBias;
}
public LRBM(double learningRate, int[] layerNbr, int relaxStep = 1)
{
_rbms = new List <RBM>();
for (int i = 0; i < layerNbr.Length - 1; i++)
{
RBM rbm = new RBM(learningRate, layerNbr[i], layerNbr[i + 1], relaxStep);
rbm._index = i;
_rbms.Add(rbm);
}
}