/**
* {@inheritDoc}
*/
public Object Read(Stream istream)
{
var result = new SOMNetwork();
var reader = new EncogReadHelper(istream);
EncogFileSection section;
while ((section = reader.ReadNextSection()) != null)
{
if (section.SectionName.Equals("SOM") &&
section.SubSectionName.Equals("PARAMS"))
{
IDictionary <String, String> p = section.ParseParams();
EngineArray.PutAll(p, result.Properties);
}
if (section.SectionName.Equals("SOM") &&
section.SubSectionName.Equals("NETWORK"))
{
IDictionary <String, String> p = section.ParseParams();
result.Weights = EncogFileSection.ParseMatrix(p,
PersistConst.Weights)
;
}
}
return(result);
}
/// <inheritdoc/>
public Object Read(Stream mask0)
{
var result = new BAMNetwork();
var ins0 = new EncogReadHelper(mask0);
EncogFileSection section;
while ((section = ins0.ReadNextSection()) != null)
{
if (section.SectionName.Equals("BAM") &&
section.SubSectionName.Equals("PARAMS"))
{
IDictionary <String, String> paras = section.ParseParams();
EngineArray.PutAll(paras, result.Properties);
}
if (section.SectionName.Equals("BAM") &&
section.SubSectionName.Equals("NETWORK"))
{
IDictionary <String, String> p = section.ParseParams();
result.F1Count = EncogFileSection.ParseInt(p,
PersistConst.PropertyF1Count);
result.F2Count = EncogFileSection.ParseInt(p,
PersistConst.PropertyF2Count);
result.WeightsF1ToF2 = EncogFileSection.ParseMatrix(p, PersistConst.PropertyWeightsF1F2);
result.WeightsF2ToF1 = EncogFileSection.ParseMatrix(p, PersistConst.PropertyWeightsF2F1);
}
}
return(result);
}
/// <inheritdoc/>
public Object Read(Stream mask0)
{
IDictionary <String, String> networkParams = null;
var ins0 = new EncogReadHelper(mask0);
EncogFileSection section;
int inputCount = 0;
int instarCount = 0;
int outputCount = 0;
int winnerCount = 0;
Matrix m1 = null;
Matrix m2 = null;
while ((section = ins0.ReadNextSection()) != null)
{
if (section.SectionName.Equals("CPN") &&
section.SubSectionName.Equals("PARAMS"))
{
networkParams = section.ParseParams();
}
if (section.SectionName.Equals("CPN") &&
section.SubSectionName.Equals("NETWORK"))
{
IDictionary <String, String> paras = section.ParseParams();
inputCount = EncogFileSection.ParseInt(paras,
PersistConst.InputCount);
instarCount = EncogFileSection.ParseInt(paras,
PersistConst.Instar);
outputCount = EncogFileSection.ParseInt(paras,
PersistConst.OutputCount);
winnerCount = EncogFileSection.ParseInt(paras,
PropertyWinnerCount);
m1 = EncogFileSection.ParseMatrix(paras,
PropertyInputToInstar);
m2 = EncogFileSection.ParseMatrix(paras,
PropertyInstarToInput);
}
}
var result = new CPNNetwork(inputCount, instarCount, outputCount,
winnerCount);
EngineArray.PutAll(networkParams, result.Properties);
result.WeightsInputToInstar.Set(m1);
result.WeightsInstarToOutstar.Set(m2);
return(result);
}
/// <inheritdoc/>
public Object Read(Stream mask0)
{
var result = new ART1();
var ins0 = new EncogReadHelper(mask0);
EncogFileSection section;
while ((section = ins0.ReadNextSection()) != null)
{
if (section.SectionName.Equals("ART1") &&
section.SubSectionName.Equals("PARAMS"))
{
IDictionary <String, String> paras = section.ParseParams();
EngineArray.PutAll(paras, result.Properties);
}
if (section.SectionName.Equals("ART1") &&
section.SubSectionName.Equals("NETWORK"))
{
IDictionary <String, String> p = section.ParseParams();
result.A1 = EncogFileSection.ParseDouble(p,
BasicART.PropertyA1);
result.B1 = EncogFileSection.ParseDouble(p,
BasicART.PropertyB1);
result.C1 = EncogFileSection.ParseDouble(p,
BasicART.PropertyC1);
result.D1 = EncogFileSection.ParseDouble(p,
BasicART.PropertyD1);
result.F1Count = EncogFileSection.ParseInt(p,
PersistConst.PropertyF1Count);
result.F2Count = EncogFileSection.ParseInt(p,
PersistConst.PropertyF2Count);
result.NoWinner = EncogFileSection.ParseInt(p,
BasicART.PropertyNoWinner);
result.L = EncogFileSection
.ParseDouble(p, BasicART.PropertyL);
result.Vigilance = EncogFileSection.ParseDouble(p,
BasicART.PropertyVigilance);
result.WeightsF1ToF2 = EncogFileSection.ParseMatrix(p,
PersistConst.PropertyWeightsF1F2);
result.WeightsF2ToF1 = EncogFileSection.ParseMatrix(p,
PersistConst.PropertyWeightsF2F1);
}
}
return(result);
}
/// <inheritdoc/>
public Object Read(Stream istream)
{
int states = 0;
int[] items;
double[] pi = null;
Matrix transitionProbability = null;
IDictionary <String, String> properties = null;
IList <IStateDistribution> distributions = new List <IStateDistribution>();
EncogReadHelper reader = new EncogReadHelper(istream);
EncogFileSection section;
while ((section = reader.ReadNextSection()) != null)
{
if (section.SectionName.Equals("HMM") &&
section.SubSectionName.Equals("PARAMS"))
{
properties = section.ParseParams();
}
if (section.SectionName.Equals("HMM") &&
section.SubSectionName.Equals("CONFIG"))
{
IDictionary <String, String> p = section.ParseParams();
states = EncogFileSection.ParseInt(p, HiddenMarkovModel.TAG_STATES);
if (p.ContainsKey(HiddenMarkovModel.TAG_ITEMS))
{
items = EncogFileSection.ParseIntArray(p, HiddenMarkovModel.TAG_ITEMS);
}
pi = section.ParseDoubleArray(p, HiddenMarkovModel.TAG_PI);
transitionProbability = EncogFileSection.ParseMatrix(p, HiddenMarkovModel.TAG_TRANSITION);
}
else if (section.SectionName.Equals("HMM") &&
section.SubSectionName.StartsWith("DISTRIBUTION-"))
{
IDictionary <String, String> p = section.ParseParams();
String t = p[HiddenMarkovModel.TAG_DIST_TYPE];
if ("ContinousDistribution".Equals(t))
{
double[] mean = section.ParseDoubleArray(p, HiddenMarkovModel.TAG_MEAN);
Matrix cova = EncogFileSection.ParseMatrix(p, HiddenMarkovModel.TAG_COVARIANCE);
ContinousDistribution dist = new ContinousDistribution(mean, cova.Data);
distributions.Add(dist);
}
else if ("DiscreteDistribution".Equals(t))
{
Matrix prob = EncogFileSection.ParseMatrix(p, HiddenMarkovModel.TAG_PROBABILITIES);
DiscreteDistribution dist = new DiscreteDistribution(prob.Data);
distributions.Add(dist);
}
}
}
HiddenMarkovModel result = new HiddenMarkovModel(states);
EngineArray.PutAll(properties, result.Properties);
result.TransitionProbability = transitionProbability.Data;
result.Pi = pi;
int index = 0;
foreach (IStateDistribution dist in distributions)
{
result.StateDistributions[index++] = dist;
}
return(result);
}