Download NPatternRecognizer

Description

NPatternRecognizer is a fast machine learning algorithm library written in C#. It contains support vector machine, neural networks, bayes, boost, k-nearest neighbor, decision tree, ..., etc.

Source Files

The download file npatternrecognizer.zip has the following entries.


BuildProcessTemplates/DefaultTemplate.11.1.xaml
BuildProcessTemplates/DefaultTemplate.xaml
BuildProcessTemplates/LabDefaultTemplate.11.xaml
BuildProcessTemplates/UpgradeTemplate.xaml
data/2_newsgroups.7z/*from  w w w.java 2 s  .  com*/
src/NPatternRecognizer.sln
src/NPatternRecognizer/Algorithm/ANN/ANN_BP.cs
src/NPatternRecognizer/Algorithm/ANN/HiddenNode.cs
src/NPatternRecognizer/Algorithm/ANN/InputNode.cs
src/NPatternRecognizer/Algorithm/ANN/OutputNode.cs
src/NPatternRecognizer/Algorithm/Boost/AdaBoost.cs
src/NPatternRecognizer/Algorithm/Boost/WeakLearn.cs
src/NPatternRecognizer/Algorithm/KNN/KNN.cs
src/NPatternRecognizer/Algorithm/NaiveBayes/CostSensitiveNaiveBayes.cs
src/NPatternRecognizer/Algorithm/NaiveBayes/NaiveBayes.cs
src/NPatternRecognizer/Algorithm/NaiveBayes/NaiveBayesCategory.cs
src/NPatternRecognizer/Algorithm/NaiveBayes/NaiveBayesCategoryCollection.cs
src/NPatternRecognizer/Algorithm/NaiveBayes/TextClassificationProblem.cs
src/NPatternRecognizer/Algorithm/NaiveBayes/TextExample.cs
src/NPatternRecognizer/Algorithm/NaiveBayes/Vocabulary.cs
src/NPatternRecognizer/Algorithm/SVM/CoverTheorem.cs
src/NPatternRecognizer/Algorithm/SVM/DAGSVM.cs
src/NPatternRecognizer/Algorithm/SVM/Kernel.cs
src/NPatternRecognizer/Algorithm/SVM/LLM.cs
src/NPatternRecognizer/Algorithm/SVM/SVM-SMO.cs
src/NPatternRecognizer/Algorithm/SVM/SVM.cs
src/NPatternRecognizer/Common/Constants.cs
src/NPatternRecognizer/Common/Logger.cs
src/NPatternRecognizer/Common/SparseVector.cs
src/NPatternRecognizer/DecisionTree/ID3.cs
src/NPatternRecognizer/Interface/Category.cs
src/NPatternRecognizer/Interface/CategoryCollection.cs
src/NPatternRecognizer/Interface/ClassificationProblem.cs
src/NPatternRecognizer/Interface/ClassificationResult.cs
src/NPatternRecognizer/Interface/Classifier.cs
src/NPatternRecognizer/Interface/DataProvider.cs
src/NPatternRecognizer/Interface/Example.cs
src/NPatternRecognizer/Interface/ExampleSet.cs
src/NPatternRecognizer/NPatternRecognizer.csproj
src/NPatternRecognizer/Properties/AssemblyInfo.cs
test/Test.sln
test/Test/BasicTest.cs
test/Test/ProblemFactory.cs
test/Test/Properties/AssemblyInfo.cs
test/Test/Test.csproj

Download

Click the following link to download npatternrecognizer.zip.

npatternrecognizer.zip