public bool Equals(FeedforwardNetwork other)
{
var i = 0;
foreach (var layer in Layers)
{
var otherLayer = other.Layers[i++];
if (layer.NeuronCount != otherLayer.NeuronCount)
{
return(false);
}
// make sure they either both have or do not have matrix weight matrix.
if ((layer.LayerMatrix == null) && (otherLayer.LayerMatrix != null))
{
return(false);
}
if ((layer.LayerMatrix != null) && (otherLayer.LayerMatrix == null))
{
return(false);
}
// if they both have matrix matrix, then compare the matrices
if ((layer.LayerMatrix != null) && (otherLayer.LayerMatrix != null))
{
if (!layer.LayerMatrix.Equals(otherLayer.LayerMatrix))
{
return(false);
}
}
}
return(true);
}
public FeedforwardNetwork CloneStructure()
{
var result = new FeedforwardNetwork();
foreach (var layer in Layers)
{
var clonedLayer = new FeedforwardLayer(layer.NeuronCount);
result.AddLayer(clonedLayer);
}
return(result);
}
public static void ArrayToNetwork(Double[] array, FeedforwardNetwork network)
{
var index = 0;
foreach (var layer in network.Layers)
{
if (layer.Next != null)
{
index = layer.LayerMatrix.FromPackedArray(array, index);
}
}
}
public FeedforwardNetwork CloneStructure()
{
var result = new FeedforwardNetwork();
foreach (var layer in Layers)
{
var clonedLayer = new FeedforwardLayer(layer.NeuronCount);
result.AddLayer(clonedLayer);
}
return result;
}
public static void ArrayToNetwork(Double[] array, FeedforwardNetwork network)
{
var index = 0;
foreach (var layer in network.Layers)
{
if (layer.Next != null)
index = layer.LayerMatrix.FromPackedArray(array, index);
}
}
public bool Equals(FeedforwardNetwork other)
{
var i = 0;
foreach (var layer in Layers)
{
var otherLayer = other.Layers[i++];
if (layer.NeuronCount != otherLayer.NeuronCount)
return false;
// make sure they either both have or do not have matrix weight matrix.
if ((layer.LayerMatrix == null) && (otherLayer.LayerMatrix != null))
return false;
if ((layer.LayerMatrix != null) && (otherLayer.LayerMatrix == null))
return false;
// if they both have matrix matrix, then compare the matrices
if ((layer.LayerMatrix != null) && (otherLayer.LayerMatrix != null))
{
if (!layer.LayerMatrix.Equals(otherLayer.LayerMatrix))
return false;
}
}
return true;
}