Examples of DoubleList

com.gs.collections.api.list.primitive.DoubleList
This file was automatically generated from template file primitiveList.stg. @since 3.0.
it.unimi.dsi.fastutil.doubles.DoubleList
org.apache.commons.collections.primitives.DoubleList
An ordered collection of double values. @see org.apache.commons.collections.primitives.adapters.DoubleListList @see org.apache.commons.collections.primitives.adapters.ListDoubleList @since Commons Primitives 1.0 @version $Revision: 1.3 $ $Date: 2003/10/16 20:49:36 $ @author Rodney Waldhoff
org.gephi.data.attributes.type.DoubleList
Complex type that define a list of Double items. Can be created from a double array, from a Double array or from single string using either given or default separators. @author Martin Škurla

Examples of org.apache.commons.collections.primitives.DoubleList

      for (int i = 0; i < data.size(); ++i)
      {
         Sample pair = data.get(i);


         network.feedforwardStep(pair.getInput());
         DoubleList networkResult = network.getResult();
         DoubleList realResult = pair.getOutput();


         double error = JNMFMathUtils.distance(networkResult, realResult);
         averageError += error;


         if (data.isSplitedOnClasses())
         {
            int guessedClass = JNMFMathUtils.indexOfMaxElement(networkResult);
            int realClass = JNMFMathUtils.indexOfMaxElement(realResult);


            if (guessedClass != realClass)
            {
               totalNotGuessedClasses++;
               notGuessedClasses[realClass]++;
            }
         }
      }


      averageError /= data.size();
      res.averageError = averageError;


      if (data.isSplitedOnClasses())
      {
         DoubleList notGuessedPersentByClasses = new ArrayDoubleList();
         for (int i = 0; i < data.getOutputsCount(); ++i)
         {
            double error = (double) notGuessedClasses[i] / (double) data.calcCountOfItems(i);


            if (Double.isNaN(error))
            {
               error = 0;
            }


            notGuessedPersentByClasses.add(error);
         }


         res.totalNotGuessedClassesPercent = (double) totalNotGuessedClasses / (double) data.size();
         res.notGuessedClassesPercents = notGuessedPersentByClasses;
      }

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Examples of org.apache.commons.collections.primitives.DoubleList

   public DoubleList resolveClusterCenter(int clusterNum)
   {
      Layer lastLayer = getNetwork().getLayers().getLast();
      Neuron clusterNeuron = lastLayer.getNeurons().get(clusterNum);


      DoubleList res = new ArrayDoubleList(clusterNeuron.getInputSynapses().size());
      for (Synapse s : clusterNeuron.getInputSynapses())
      {
         res.add(s.getWeight());
      }


      return res;
   }

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Examples of org.apache.commons.collections.primitives.DoubleList

      data.addColumn(clustersColumn);


      for (int i = 0; i < data.size(); ++i)
      {
         Row row = data.get(i);
         final DoubleList input = row.createSample().getInput();


         Integer cluster = getCluster(input);
         String clusterStr = clustersStrings.get(cluster);


         if (clusterStr == null)

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Examples of org.apache.commons.collections.primitives.DoubleList

      // ��������� ������� ��������� � �������� ��������
      int numLast = builder.getNetwork().getLayers().size() - 1;


      String wString = "";


      DoubleList bestWeights = casCorMath.findBestCandidatesOutputWeights(bestCandidate);


      List<Neuron> outputNeurons = builder.getNetwork().getLayers().get(numLast).getNeurons();
      int outputsCount = outputNeurons.size();
      for (int i = 0; i < outputsCount; ++i)
      {
         double w = bestWeights.get(i);
         builder.addSynapseGenerative(numLast - 1, 0, w, numLast, i);


         wString = wString + w + " ";
      }

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Examples of org.apache.commons.collections.primitives.DoubleList


      TrainingDataset trainingData = art2m.getLearningData();
      for (int j = 0; j < trainingData.size(); ++j)
      {
         Sample sample = trainingData.get(j);
         DoubleList x = sample.getInput();


         Row transformedRow = new Row(metadataOfTransformedData);


         DoubleList input = new ArrayDoubleList();
         double sumP = 0;
         for (int i = 0; i < c.size(); ++i)
         {
            double d = JNMFMathUtils.distance(x, c.get(i));
            p = Math.exp(-beta * d * d);
            input.add(p);


            sumP += p;
         }


         Row row = data.get(j);
         transformedRow.add(row.get(0));


         for (int i = 0; i < c.size(); ++i)
         {
            double u = input.get(i) / sumP;
            transformedRow.add(u);
         }


         for (ColumnInfo outputColumn : data.getMetadata().resolveColumns(VariableType.OUT))
         {

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Examples of org.apache.commons.collections.primitives.DoubleList


      List<List<DoubleList>> inputsForClasses = findInputsForClasses(learningData);


      for (int i = 0; i < learningData.getOutputsCount(); ++i)
      {
         DoubleList center = JNMFMathUtils.center(inputsForClasses.get(i));


         List<DoubleList> inputsForClass = inputsForClasses.get(i);
         final DoubleList distances = new ArrayDoubleList();
         for (int j = 0; j < inputsForClass.size(); ++j)
         {
            double distance = JNMFMathUtils.distance(center, inputsForClass.get(j));


            distances.add(distance);
         }


         IFactory<IFunction> factory = new IFactory<IFunction>()
         {
            @Override

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Examples of org.apache.commons.collections.primitives.DoubleList

         {
            vectorsOfClass.add(data.get(i).getInput());
         }
      }


      DoubleList center = JNMFMathUtils.center(vectorsOfClass);


      DoubleList distances = new ArrayDoubleList();
      for (int i = 0; i < vectorsOfClass.size(); ++i)
      {
         distances.add(JNMFMathUtils.distance(center, vectorsOfClass.get(i)));
      }


      double result = Math.sqrt(JNMFMathUtils.dispersion(distances));
      return result;
   }

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Examples of org.apache.commons.collections.primitives.DoubleList

      return result;
   }


   public static DoubleList asList(double... vals)
   {
      DoubleList list = new ArrayDoubleList();
      for (int i = 0; i < vals.length; ++i)
      {
         list.add(vals[i]);
      }


      return list;
   }

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Examples of org.apache.commons.collections.primitives.DoubleList

   {
      double min = Double.MAX_VALUE;


      for (int i = 0; i < networkResults.size(); ++i)
      {
         DoubleList output = networkResults.get(i);
         double m = output.get(JNMFMathUtils.indexOfMinElement(output));


         if (m < min)
         {
            min = m;
         }

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Examples of org.apache.commons.collections.primitives.DoubleList

   {
      double max = Integer.MIN_VALUE;


      for (int i = 0; i < networkResults.size(); ++i)
      {
         DoubleList output = networkResults.get(i);
         double m = output.get(JNMFMathUtils.indexOfMaxElement(output));


         if (m > max)
         {
            max = m;
         }

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