/// <summary>
///
/// </summary>
/// <param name="obj"></param>
/// <param name="xmlOut"></param>
public void Save(IEncogPersistedObject obj, WriteXML xmlOut)
{
PersistorUtil.BeginEncogObject(EncogPersistedCollection.TYPE_TRAINING,
xmlOut, obj, true);
INeuralDataSet set = (INeuralDataSet)obj;
StringBuilder builder = new StringBuilder();
foreach (INeuralDataPair pair in set)
{
xmlOut.BeginTag(BasicNeuralDataSetPersistor.TAG_ITEM);
NumberList.ToList(CSVFormat.EG_FORMAT, builder, pair.Input.Data);
xmlOut.AddProperty(BasicNeuralDataSetPersistor.TAG_INPUT, builder
.ToString());
if (pair.Ideal != null)
{
NumberList.ToList(CSVFormat.EG_FORMAT, builder, pair.Ideal.Data);
xmlOut.AddProperty(BasicNeuralDataSetPersistor.TAG_IDEAL, builder
.ToString());
}
xmlOut.EndTag();
}
xmlOut.EndTag();
}
/// <summary>
/// Save the specified Encog object to an XML writer.
/// </summary>
/// <param name="obj">The object to save.</param>
/// <param name="xmlOut">The XML writer to save to.</param>
public void Save(IEncogPersistedObject obj, WriteXML xmlOut)
{
PersistorUtil.BeginEncogObject(
EncogPersistedCollection.TYPE_WEIGHTLESS_SYNAPSE, xmlOut, obj,
false);
xmlOut.EndTag();
}
/// <summary>
/// Save the specified Encog object to an XML writer.
/// </summary>
/// <param name="obj">The object to save.</param>
/// <param name="xmlOut">The XML writer to save to.</param>
public void Save(IEncogPersistedObject obj, WriteXML xmlOut)
{
PersistorUtil.BeginEncogObject(
EncogPersistedCollection.TYPE_CONTEXT_LAYER, xmlOut, obj, false);
ContextLayer layer = (ContextLayer)obj;
xmlOut.AddProperty(BasicLayerPersistor.PROPERTY_NEURONS, layer
.NeuronCount);
xmlOut.AddProperty(BasicLayerPersistor.PROPERTY_X, layer.X);
xmlOut.AddProperty(BasicLayerPersistor.PROPERTY_Y, layer.Y);
if (layer.HasBias)
{
StringBuilder result = new StringBuilder();
NumberList.ToList(CSVFormat.EG_FORMAT, result, layer.BiasWeights);
xmlOut.AddProperty(BasicLayerPersistor.PROPERTY_THRESHOLD, result
.ToString());
}
StringBuilder ctx = new StringBuilder();
NumberList.ToList(CSVFormat.EG_FORMAT, ctx, layer.Context.Data);
xmlOut.AddProperty(PROPERTY_CONTEXT, ctx.ToString());
xmlOut.AddProperty(BasicLayerPersistor.PROPERTY_BIAS_ACTIVATION, layer.BiasActivation);
BasicLayerPersistor.SaveActivationFunction(layer.ActivationFunction, xmlOut);
xmlOut.EndTag();
}
/// <summary>
/// Process any synapses that should be loaded.
/// </summary>
/// <param name="xmlIn">The XML reader.</param>
private void HandleSynapses(ReadXML xmlIn)
{
String end = xmlIn.LastTag.Name;
while (xmlIn.ReadToTag())
{
if (xmlIn.IsIt(BasicNetworkPersistor.TAG_SYNAPSE, true))
{
int from = xmlIn.LastTag.GetAttributeInt(
BasicNetworkPersistor.ATTRIBUTE_FROM);
int to = xmlIn.LastTag.GetAttributeInt(
BasicNetworkPersistor.ATTRIBUTE_TO);
xmlIn.ReadToTag();
IPersistor persistor = PersistorUtil.CreatePersistor(xmlIn
.LastTag.Name);
ISynapse synapse = (ISynapse)persistor.Load(xmlIn);
synapse.FromLayer = this.index2layer[from];
synapse.ToLayer = this.index2layer[to];
synapse.FromLayer.AddSynapse(synapse);
}
if (xmlIn.IsIt(end, false))
{
break;
}
}
}
/// <summary>
/// Save the specified Encog object to an XML writer.
/// </summary>
/// <param name="obj">The object to save.</param>
/// <param name="xmlout">The XML writer to save to.</param>
public void Save(IEncogPersistedObject obj, WriteXML xmlout)
{
PersistorUtil.BeginEncogObject(EncogPersistedCollection.TYPE_TEXT, xmlout,
obj, true);
TextData text = (TextData)obj;
xmlout.AddCDATA(text.Text);
xmlout.EndTag();
}
/// <summary>
/// Save the object.
/// </summary>
/// <param name="obj">The object to save.</param>
/// <param name="xmlout">The XML output object.</param>
public void Save(IEncogPersistedObject obj, WriteXML xmlout)
{
PersistorUtil.BeginEncogObject(
EncogPersistedCollection.TYPE_TRAINING_CONTINUATION, xmlout, obj,
true);
this.current = (TrainingContinuation)obj;
xmlout.BeginTag(TrainingContinuationPersistor.TAG_ITEMS);
SaveItems(xmlout);
xmlout.EndTag();
xmlout.EndTag();
}
/// <summary>
/// Save the specified Encog object to an XML writer.
/// </summary>
/// <param name="obj">The object to save.</param>
/// <param name="xmlOut">The XML writer to save to.</param>
public void Save(IEncogPersistedObject obj, WriteXML xmlOut)
{
PersistorUtil
.BeginEncogObject(
EncogPersistedCollection.TYPE_WEIGHTED_SYNAPSE, xmlOut,
obj, false);
WeightedSynapse synapse = (WeightedSynapse)obj;
xmlOut.BeginTag(WeightedSynapsePersistor.TAG_WEIGHTS);
PersistorUtil.SaveMatrix(synapse.WeightMatrix, xmlOut);
xmlOut.EndTag();
xmlOut.EndTag();
}
/// <summary>
/// Handle any layers that should be loaded.
/// </summary>
/// <param name="xmlIn">The XML reader.</param>
private void HandleLayers(ReadXML xmlIn)
{
String end = xmlIn.LastTag.Name;
while (xmlIn.ReadToTag())
{
if (xmlIn.IsIt(BasicNetworkPersistor.TAG_LAYER, true))
{
int num = xmlIn.LastTag.GetAttributeInt(
BasicNetworkPersistor.ATTRIBUTE_ID);
String type = xmlIn.LastTag.GetAttributeValue(
BasicNetworkPersistor.ATTRIBUTE_TYPE);
xmlIn.ReadToTag();
IPersistor persistor = PersistorUtil.CreatePersistor(xmlIn
.LastTag.Name);
ILayer layer = (ILayer)persistor.Load(xmlIn);
this.index2layer[num] = layer;
// the type attribute is actually "legacy", but if its there
// then use it!
if (type != null)
{
if (type.Equals(BasicNetworkPersistor.ATTRIBUTE_TYPE_INPUT))
{
this.currentNetwork.TagLayer(BasicNetwork.TAG_INPUT,
layer);
}
else if (type
.Equals(BasicNetworkPersistor.ATTRIBUTE_TYPE_OUTPUT))
{
this.currentNetwork.TagLayer(BasicNetwork.TAG_OUTPUT,
layer);
}
else if (type
.Equals(BasicNetworkPersistor.ATTRIBUTE_TYPE_BOTH))
{
this.currentNetwork.TagLayer(BasicNetwork.TAG_INPUT,
layer);
this.currentNetwork.TagLayer(BasicNetwork.TAG_OUTPUT,
layer);
}
}
// end of legacy processing
}
if (xmlIn.IsIt(end, false))
{
break;
}
}
}
/// <summary>
/// Save a RBF layer.
/// </summary>
/// <param name="obj">The object to save.</param>
/// <param name="xmlout">XML stream to write to.</param>
public void Save(IEncogPersistedObject obj, WriteXML xmlout)
{
PersistorUtil.BeginEncogObject(
EncogPersistedCollection.TYPE_RADIAL_BASIS_LAYER, xmlout, obj,
false);
RadialBasisFunctionLayer layer = (RadialBasisFunctionLayer)obj;
xmlout.AddProperty(BasicLayerPersistor.PROPERTY_NEURONS, layer.NeuronCount);
xmlout.AddProperty(BasicLayerPersistor.PROPERTY_X, layer.X);
xmlout.AddProperty(BasicLayerPersistor.PROPERTY_Y, layer.Y);
SaveRBF(xmlout, layer);
xmlout.EndTag();
}
/// <summary>
/// Save a SVMNetwork.
/// </summary>
/// <param name="obj">The object to save.</param>
/// <param name="xmlout">Where to save it to.</param>
public void Save(IEncogPersistedObject obj, WriteXML xmlout)
{
PersistorUtil.BeginEncogObject(EncogPersistedCollection.TYPE_SVM, xmlout,
obj, true);
SVMNetwork net = (SVMNetwork)obj;
xmlout.AddProperty(SVMNetworkPersistor.TAG_INPUT, net.InputCount);
xmlout.AddProperty(SVMNetworkPersistor.TAG_OUTPUT, net.OutputCount);
xmlout.BeginTag(SVMNetworkPersistor.TAG_MODELS);
for (int i = 0; i < net.Models.Length; i++)
{
SaveModel(xmlout, net.Models[i]);
}
xmlout.EndTag();
xmlout.EndTag();
}
/// <summary>
/// Save the specified Encog object to an XML writer.
/// </summary>
/// <param name="obj">The object to save.</param>
/// <param name="xmlout">The XML writer to save to.</param>
public void Save(IEncogPersistedObject obj, WriteXML xmlout)
{
PropertyData pData = (PropertyData)obj;
PersistorUtil.BeginEncogObject(EncogPersistedCollection.TYPE_PROPERTY,
xmlout, obj, true);
xmlout.BeginTag(PropertyDataPersistor.TAG_PROPERTIES);
foreach (String key in pData.Data.Keys)
{
xmlout.AddAttribute(PropertyDataPersistor.ATTRIBUTE_NAME, key);
xmlout.AddAttribute(PropertyDataPersistor.ATTRIBUTE_VALUE, pData
[key]);
xmlout.BeginTag(PropertyDataPersistor.TAG_PROPERTY);
xmlout.EndTag();
}
xmlout.EndTag();
xmlout.EndTag();
}
/// <summary>
/// Load the specified Encog object from an XML reader.
/// </summary>
/// <param name="xmlIn">The XML reader to use.</param>
/// <returns>The loaded object.</returns>
public IEncogPersistedObject Load(ReadXML xmlIn)
{
WeightedSynapse synapse = new WeightedSynapse();
String end = xmlIn.LastTag.Name;
while (xmlIn.ReadToTag())
{
if (xmlIn.IsIt(WeightedSynapsePersistor.TAG_WEIGHTS, true))
{
xmlIn.ReadToTag();
synapse.WeightMatrix = PersistorUtil.LoadMatrix(xmlIn);
}
if (xmlIn.IsIt(end, false))
{
break;
}
}
return(synapse);
}
/// <summary>
/// Save the specified Encog object to an XML writer.
/// </summary>
/// <param name="obj">The object to save.</param>
/// <param name="xmlOut">The XML writer to save to.</param>
public void Save(IEncogPersistedObject obj, WriteXML xmlOut)
{
PersistorUtil.BeginEncogObject(EncogPersistedCollection.TYPE_BASIC_NET,
xmlOut, obj, true);
this.currentNetwork = (BasicNetwork)obj;
this.currentNetwork.Structure.FinalizeStructure();
// save the layers
xmlOut.BeginTag(BasicNetworkPersistor.TAG_LAYERS);
SaveLayers(xmlOut);
xmlOut.EndTag();
// save the structure of these layers
xmlOut.BeginTag(BasicNetworkPersistor.TAG_SYNAPSES);
SaveSynapses(xmlOut);
xmlOut.EndTag();
SaveProperties(xmlOut);
SaveTags(xmlOut);
SaveLogic(xmlOut);
xmlOut.EndTag();
}