├── .gitignore ├── BUILDING.md ├── CODE-OF-CONDUCT.md ├── CONTRIBUTING.md ├── CodeAnalysis.ruleset ├── CodeCoverage.runsettings ├── Directory.Build.props ├── Infer.sln ├── Infer.snk ├── LICENSE.txt ├── README.md ├── Settings.StyleCop ├── TestRunConfig1.testrunconfig ├── docs ├── README.md ├── _build │ └── makeApiDocs.ps1 ├── docfx.json ├── favicon.ico ├── images │ └── infernet.png ├── index.md ├── template │ └── styles │ │ └── main.css └── toc.yml ├── nuget.config ├── src ├── Compiler │ ├── Compiler.csproj │ ├── Dynamic │ │ ├── Binding.cs │ │ ├── Conversion.cs │ │ ├── DelegateGroup.cs │ │ └── Invoker.cs │ ├── Graphs │ │ ├── BreadthFirstSearch.cs │ │ ├── CliqueFinder.cs │ │ ├── CollectionWrapper.cs │ │ ├── CycleFinder.cs │ │ ├── CyclicDependencySort.cs │ │ ├── DepthFirstSearch.cs │ │ ├── DistanceSearch.cs │ │ ├── Edge.cs │ │ ├── Graph.cs │ │ ├── GraphSearcher.cs │ │ ├── GroupGraph.cs │ │ ├── IGraph.cs │ │ ├── IndexedGraph.cs │ │ ├── IndexedGraphWrapper.cs │ │ ├── IndexedProperty.cs │ │ ├── JoinCollections.cs │ │ ├── LabeledCollection.cs │ │ ├── LabeledCollectionWrapper.cs │ │ ├── LabeledListT.cs │ │ ├── LabeledSet.cs │ │ ├── MinCut.cs │ │ ├── Node.cs │ │ ├── ParallelScheduler.cs │ │ ├── PathFinder.cs │ │ ├── PseudoPeripheralSearch.cs │ │ ├── Sequence.cs │ │ ├── StackAsList.cs │ │ └── StrongComponents.cs │ ├── Infer │ │ ├── Algorithms │ │ │ ├── AlgorithmBase.cs │ │ │ ├── ExpectationPropagation.cs │ │ │ ├── GibbsSampling.cs │ │ │ ├── IAlgorithm.cs │ │ │ ├── MaxProductBeliefPropagation.cs │ │ │ └── VariationalMessagePassing.cs │ │ ├── CompilerAttributes │ │ │ ├── Containers.cs │ │ │ ├── DebugInfo.cs │ │ │ ├── DependencyInformation.cs │ │ │ ├── DescriptionAttribute.cs │ │ │ ├── LoopContext.cs │ │ │ ├── LoopMergingInfo.cs │ │ │ ├── MultiplyAllCompilerAttribute.cs │ │ │ ├── QualityBandCompilerAttribute.cs │ │ │ ├── QueryTypeCompilerAttribute.cs │ │ │ ├── RepeatContext.cs │ │ │ └── VariableInformation.cs │ │ ├── Infer.ico │ │ ├── InferCompilerException.cs │ │ ├── InferenceException.cs │ │ ├── ModelCompiler.cs │ │ ├── Models │ │ │ ├── ConditionBlock.cs │ │ │ ├── FuncOut.cs │ │ │ ├── GlobalCounter.cs │ │ │ ├── IModelExpression.cs │ │ │ ├── InferenceEngine.cs │ │ │ ├── InferenceProgress.cs │ │ │ ├── MethodInvoke.cs │ │ │ ├── ModelAttributes.cs │ │ │ ├── ModelBuilder.cs │ │ │ ├── Range.cs │ │ │ ├── SharedVariable.cs │ │ │ ├── SharedVariableArray.cs │ │ │ ├── SharedVariableArray2D.cs │ │ │ ├── Variable.cs │ │ │ ├── VariableArray.cs │ │ │ ├── VariableArray2D.cs │ │ │ ├── VariableArray3D.cs │ │ │ ├── VariableArrayBase.cs │ │ │ └── VariableGroup.cs │ │ ├── Transforms │ │ │ ├── AccumulationTransform.cs │ │ │ ├── ArrayAnalysisTransform.cs │ │ │ ├── ArraySizeTracingTransform.cs │ │ │ ├── Channel2Transform.cs │ │ │ ├── ChannelAnalysisTransform.cs │ │ │ ├── ChannelInfo.cs │ │ │ ├── ChannelTransform.cs │ │ │ ├── ConditionBinding.cs │ │ │ ├── ConstantFoldingTransform.cs │ │ │ ├── CopyPropagationTransform.cs │ │ │ ├── DeadCode2Transform.cs │ │ │ ├── DeadCodeTransform.cs │ │ │ ├── DebuggingSupport.cs │ │ │ ├── DependencyAnalysisTransform.cs │ │ │ ├── DependencyGraph.cs │ │ │ ├── DependencyGraph2.cs │ │ │ ├── DependencyPruningTransform.cs │ │ │ ├── DepthAnalysisTransform.cs │ │ │ ├── DepthCloningTransform.cs │ │ │ ├── DerivedVariableTransform.cs │ │ │ ├── EqualityPropagationTransform.cs │ │ │ ├── ExpressionNormalizationTransform.cs │ │ │ ├── ExternalVariablesTransform.cs │ │ │ ├── FactorDocumentationWriter.cs │ │ │ ├── FactorManager.cs │ │ │ ├── ForwardBackwardTransform.cs │ │ │ ├── GateAnalysisTransform.cs │ │ │ ├── GateTransform.cs │ │ │ ├── GroupTransform.cs │ │ │ ├── HoistingTransform.cs │ │ │ ├── HybridAlgorithmTransform.cs │ │ │ ├── IExpressionTransform.cs │ │ │ ├── IfCuttingTransform.cs │ │ │ ├── IncrementPruningTransform.cs │ │ │ ├── IncrementTransform.cs │ │ │ ├── IndexAnalysisTransform.cs │ │ │ ├── IndexingTransform.cs │ │ │ ├── InitializerTransform.cs │ │ │ ├── IntermediateVariableTransform.cs │ │ │ ├── IsIncreasingTransform.cs │ │ │ ├── IsolateModelTransform.cs │ │ │ ├── IterationTransform.cs │ │ │ ├── IterativeProcessTransform.cs │ │ │ ├── LinqExpressionTransform.cs │ │ │ ├── LocalAllocationTransform.cs │ │ │ ├── LocalAllocationTransform2.cs │ │ │ ├── LocalTransform.cs │ │ │ ├── LoggingTransform.cs │ │ │ ├── LoopCuttingTransform.cs │ │ │ ├── LoopMergingTransform.cs │ │ │ ├── LoopOrderingTransform.cs │ │ │ ├── LoopRemovalTransform.cs │ │ │ ├── LoopReversalTransform.cs │ │ │ ├── LoopUnrollingTransform.cs │ │ │ ├── MarginalAnalysisTransform.cs │ │ │ ├── MessageAnalysisTransform.cs │ │ │ ├── MessageFcnInfo.cs │ │ │ ├── MessageTransform.cs │ │ │ ├── MethodReference.cs │ │ │ ├── ModelAnalysisTransform.cs │ │ │ ├── ParallelForTransform.cs │ │ │ ├── ParallelScheduleTransform.cs │ │ │ ├── ParameterInsertionTransform.cs │ │ │ ├── PointMassAnalysisTransform.cs │ │ │ ├── PowerTransform.cs │ │ │ ├── PruningTransform.cs │ │ │ ├── ReplicationTransform.cs │ │ │ ├── Scheduler.cs │ │ │ ├── SchedulingTransform.cs │ │ │ ├── ShallowCopyTransform.cs │ │ │ ├── StocAnalysisTransform.cs │ │ │ ├── TracingTransform.cs │ │ │ ├── UniquenessTransform.cs │ │ │ └── VariableTransform.cs │ │ └── Visualizers │ │ │ ├── Default │ │ │ ├── DefaultFactorManager.cs │ │ │ ├── DefaultVisualizer.cs │ │ │ ├── GraphViews │ │ │ │ ├── Color.cs │ │ │ │ ├── DependencyGraphView.cs │ │ │ │ ├── Edge.cs │ │ │ │ ├── GraphWriter.cs │ │ │ │ ├── Legend.cs │ │ │ │ ├── ModelView.cs │ │ │ │ ├── Node.cs │ │ │ │ └── TaskGraphView.cs │ │ │ ├── Graphviz.cs │ │ │ ├── HtmlTransformChainView.cs │ │ │ └── WriteHelpers.cs │ │ │ └── Visualizer.cs │ ├── Properties │ │ └── AssemblyInfo.cs │ └── TransformFramework │ │ ├── Attrib.cs │ │ ├── AttributeRegistry.cs │ │ ├── BasicTransformContext.cs │ │ ├── CodeBuilder.cs │ │ ├── CodeBuilderFactory.cs │ │ ├── CodeModel │ │ ├── AddressDereferenceExpression.cs │ │ ├── AddressOutExpression.cs │ │ ├── AddressReferenceExpression.cs │ │ ├── AnonymousMethodExpression.cs │ │ ├── ArgumentReferenceExpression.cs │ │ ├── ArrayCreateExpression.cs │ │ ├── ArrayIndexerExpression.cs │ │ ├── ArrayType.cs │ │ ├── AssemblyReference.cs │ │ ├── AssignExpression.cs │ │ ├── BaseReferenceExpression.cs │ │ ├── BinaryExpression.cs │ │ ├── BlockExpression.cs │ │ ├── BlockStatement.cs │ │ ├── BreakStatement.cs │ │ ├── BrokenForStatement.cs │ │ ├── CanCastExpression.cs │ │ ├── CastExpression.cs │ │ ├── CatchClause.cs │ │ ├── CheckedExpression.cs │ │ ├── Comment.cs │ │ ├── CommentStatement.cs │ │ ├── CompareItems.cs │ │ ├── ConditionCase.cs │ │ ├── ConditionExpression.cs │ │ ├── ConditionStatement.cs │ │ ├── ConstructorDeclaration.cs │ │ ├── ContinueStatement.cs │ │ ├── CustomAttribute.cs │ │ ├── DefaultCase.cs │ │ ├── DefaultExpression.cs │ │ ├── DelegateCreateExpression.cs │ │ ├── DelegateInvokeExpression.cs │ │ ├── EventDeclaration.cs │ │ ├── EventReference.cs │ │ ├── EventReferenceExpression.cs │ │ ├── Expression.cs │ │ ├── ExpressionStatement.cs │ │ ├── FieldDeclaration.cs │ │ ├── FieldReference.cs │ │ ├── FieldReferenceExpression.cs │ │ ├── ForEachStatement.cs │ │ ├── ForStatement.cs │ │ ├── FusedBlockStatement.cs │ │ ├── GenericArgument.cs │ │ ├── GenericParameter.cs │ │ ├── Generics.cs │ │ ├── Interfaces │ │ │ ├── IAddressDereferenceExpression.cs │ │ │ ├── IAddressOutExpression.cs │ │ │ ├── IAddressReferenceExpression.cs │ │ │ ├── IAnonymousMethodExpression.cs │ │ │ ├── IArgumentReferenceExpression.cs │ │ │ ├── IArrayCreateExpression.cs │ │ │ ├── IArrayIndexerExpression.cs │ │ │ ├── IArrayType.cs │ │ │ ├── IAssembly.cs │ │ │ ├── IAssemblyReference.cs │ │ │ ├── IAssignExpression.cs │ │ │ ├── IBaseReferenceExpression.cs │ │ │ ├── IBinaryExpression.cs │ │ │ ├── IBlockExpression.cs │ │ │ ├── IBlockStatement.cs │ │ │ ├── IBreakStatement.cs │ │ │ ├── ICanCastExpression.cs │ │ │ ├── ICastExpression.cs │ │ │ ├── ICatchClause.cs │ │ │ ├── ICheckedExpression.cs │ │ │ ├── IComment.cs │ │ │ ├── ICommentStatement.cs │ │ │ ├── IConditionCase.cs │ │ │ ├── IConditionExpression.cs │ │ │ ├── IConditionStatement.cs │ │ │ ├── IConstructorDeclaration.cs │ │ │ ├── IContinueStatement.cs │ │ │ ├── ICustomAttribute.cs │ │ │ ├── ICustomAttributeProvider.cs │ │ │ ├── IDefaultCase.cs │ │ │ ├── IDefaultExpression.cs │ │ │ ├── IDelegateCreateExpression.cs │ │ │ ├── IDelegateInvokeExpression.cs │ │ │ ├── IDocumentationProvider.cs │ │ │ ├── IEventDeclaration.cs │ │ │ ├── IEventReference.cs │ │ │ ├── IEventReferenceExpression.cs │ │ │ ├── IExpression.cs │ │ │ ├── IExpressionStatement.cs │ │ │ ├── IFieldDeclaration.cs │ │ │ ├── IFieldReference.cs │ │ │ ├── IFieldReferenceExpression.cs │ │ │ ├── IForEachStatement.cs │ │ │ ├── IForStatement.cs │ │ │ ├── IGenericArgument.cs │ │ │ ├── IGenericArgumentProvider.cs │ │ │ ├── IGenericParameter.cs │ │ │ ├── ILambdaExpression.cs │ │ │ ├── ILiteralExpression.cs │ │ │ ├── IMemberDeclaration.cs │ │ │ ├── IMemberInitializerExpression.cs │ │ │ ├── IMemberReference.cs │ │ │ ├── IMethodDeclaration.cs │ │ │ ├── IMethodInvokeExpression.cs │ │ │ ├── IMethodReference.cs │ │ │ ├── IMethodReferenceExpression.cs │ │ │ ├── IMethodReturnStatement.cs │ │ │ ├── IMethodReturnType.cs │ │ │ ├── IMethodSignature.cs │ │ │ ├── IModule.cs │ │ │ ├── INamespace.cs │ │ │ ├── INullCoalescingExpression.cs │ │ │ ├── IObjectCreateExpression.cs │ │ │ ├── IOptionalModifier.cs │ │ │ ├── IParameterDeclaration.cs │ │ │ ├── IParameterReference.cs │ │ │ ├── IPointerType.cs │ │ │ ├── IPropertyDeclaration.cs │ │ │ ├── IPropertyIndexerExpression.cs │ │ │ ├── IPropertyReference.cs │ │ │ ├── IPropertyReferenceExpression.cs │ │ │ ├── IReferenceType.cs │ │ │ ├── IRepeatStatement.cs │ │ │ ├── IRequiredModifier.cs │ │ │ ├── ISettableTypeDeclaration.cs │ │ │ ├── IStatement.cs │ │ │ ├── ISwitchCase.cs │ │ │ ├── ISwitchStatement.cs │ │ │ ├── IThisReferenceExpression.cs │ │ │ ├── IThrowExceptionStatement.cs │ │ │ ├── ITryCatchFinallyStatement.cs │ │ │ ├── IType.cs │ │ │ ├── ITypeDeclaration.cs │ │ │ ├── ITypeOfExpression.cs │ │ │ ├── ITypeReference.cs │ │ │ ├── ITypeReferenceExpression.cs │ │ │ ├── IUnaryExpression.cs │ │ │ ├── IUsingStatement.cs │ │ │ ├── IVariableDeclaration.cs │ │ │ ├── IVariableDeclarationExpression.cs │ │ │ ├── IVariableReference.cs │ │ │ ├── IVariableReferenceExpression.cs │ │ │ └── IWhileStatement.cs │ │ ├── LambdaExpression.cs │ │ ├── LiteralExpression.cs │ │ ├── MemberInitializerExpression.cs │ │ ├── MethodDeclaration.cs │ │ ├── MethodInstanceDeclaration.cs │ │ ├── MethodInstanceReference.cs │ │ ├── MethodInvokeExpression.cs │ │ ├── MethodReference.cs │ │ ├── MethodReferenceExpression.cs │ │ ├── MethodReturnStatement.cs │ │ ├── MethodReturnType.cs │ │ ├── Namespace.cs │ │ ├── NullCoalescingExpression.cs │ │ ├── ObjectCreateExpression.cs │ │ ├── OptionalModifier.cs │ │ ├── ParameterDeclaration.cs │ │ ├── PointerType.cs │ │ ├── PropertyDeclaration.cs │ │ ├── PropertyIndexerExpression.cs │ │ ├── PropertyReference.cs │ │ ├── PropertyReferenceExpression.cs │ │ ├── ReferenceType.cs │ │ ├── RepeatStatement.cs │ │ ├── RequiredModifier.cs │ │ ├── Statement.cs │ │ ├── SwitchStatement.cs │ │ ├── ThisReferenceExpression.cs │ │ ├── ThrowExceptionStatement.cs │ │ ├── TryCatchFinallyStatement.cs │ │ ├── TypeDeclaration.cs │ │ ├── TypeInstanceDeclaration.cs │ │ ├── TypeInstanceReference.cs │ │ ├── TypeOfExpression.cs │ │ ├── TypeReference.cs │ │ ├── TypeReferenceExpression.cs │ │ ├── UnaryExpression.cs │ │ ├── UsingStatement.cs │ │ ├── VariableDeclaration.cs │ │ ├── VariableDeclarationExpression.cs │ │ ├── VariableReference.cs │ │ ├── VariableReferenceExpression.cs │ │ └── WhileStatement.cs │ │ ├── CodeRecognizer.cs │ │ ├── CodeTransformer.cs │ │ ├── ExpressionEvaluator.cs │ │ ├── ICodeTransform.cs │ │ ├── ICodeTransformContext.cs │ │ ├── ICompilerAttribute.cs │ │ ├── IDeclarationProvider.cs │ │ ├── IDotNetType.cs │ │ ├── ILanguageWriter.cs │ │ ├── InferNet.cs │ │ ├── LanguageWriter.cs │ │ ├── LanguageWriters │ │ └── CSharpWriter.cs │ │ ├── Quoter.cs │ │ ├── SourceNode.cs │ │ ├── StackContext.cs │ │ ├── TransformResults.cs │ │ └── TransformerChain.cs ├── Csoft │ ├── Csoft.cs │ ├── Csoft.csproj │ ├── DeclarationTreeBuilder.cs │ ├── EmbeddedResourceSourceProvider.cs │ ├── ISourceProvider.cs │ ├── MethodBodySynthesizer.cs │ ├── ModelMethodAttribute.cs │ ├── Properties │ │ └── AssemblyInfo.cs │ ├── QueryTransform.cs │ ├── RoslynDeclarationProvider.cs │ └── TypeSymbolConverter.cs ├── Examples │ ├── ClickThroughModel │ │ ├── ClickThroughModel.csproj │ │ ├── Figures │ │ │ ├── clickFF.png │ │ │ ├── clickFT.png │ │ │ ├── clickModel.png │ │ │ ├── clickTF.png │ │ │ ├── clickTT.png │ │ │ └── click_v4.png │ │ ├── Form1.Designer.cs │ │ ├── Form1.cs │ │ ├── Form1.resx │ │ ├── Inference.cs │ │ ├── Program.cs │ │ ├── Properties │ │ │ ├── AssemblyInfo.cs │ │ │ ├── Resources.Designer.cs │ │ │ ├── Resources.resx │ │ │ ├── Settings.Designer.cs │ │ │ └── Settings.settings │ │ └── UserData.cs │ ├── ClinicalTrial │ │ ├── App.xaml │ │ ├── App.xaml.cs │ │ ├── ClinicalTrial.csproj │ │ ├── ClinicalTrial.xaml │ │ ├── ClinicalTrial.xaml.cs │ │ ├── ClinicalTrialModel.cs │ │ ├── Images │ │ │ ├── Infer.ico │ │ │ ├── patient.png │ │ │ ├── pill-yellow.png │ │ │ └── placebo-blue.png │ │ └── Properties │ │ │ ├── AssemblyInfo.cs │ │ │ ├── Resources.Designer.cs │ │ │ ├── Resources.resx │ │ │ ├── Settings.Designer.cs │ │ │ └── Settings.settings │ ├── Crowdsourcing │ │ ├── ActiveLearning.cs │ │ ├── BCC.cs │ │ ├── CommunityModel.cs │ │ ├── Crowdsourcing.cs │ │ ├── Crowdsourcing.csproj │ │ ├── Data │ │ │ └── CF.csv │ │ ├── DataMapping.cs │ │ └── Results.cs │ ├── CrowdsourcingWithWords │ │ ├── BCC.cs │ │ ├── BCCPosteriors.cs │ │ ├── BCCWords.cs │ │ ├── BCCWordsPosteriors.cs │ │ ├── CrowdsourcingWithWords.cs │ │ ├── CrowdsourcingWithWords.csproj │ │ ├── Data │ │ │ ├── stopwords.txt │ │ │ └── weatherTweets.tsv.gz │ │ ├── DataMapping.cs │ │ ├── DataMappingWords.cs │ │ ├── Datum.cs │ │ ├── EnglishWord.cs │ │ ├── ReceiverOperatingCharacteristic.cs │ │ ├── Results.cs │ │ ├── ResultsWords.cs │ │ └── TFIDFClass.cs │ ├── ImageClassifier │ │ ├── BayesPointMachine.cs │ │ ├── ClassifierView.xaml │ │ ├── ClassifierView.xaml.cs │ │ ├── Form1.Designer.cs │ │ ├── Form1.cs │ │ ├── Form1.resx │ │ ├── ImageFeatures.cs │ │ ├── Image_Classifier.csproj │ │ ├── Images │ │ │ ├── 101_0125.JPG │ │ │ ├── 101_0154.JPG │ │ │ ├── 101_0161.JPG │ │ │ ├── 101_0188.JPG │ │ │ ├── 101_0190.JPG │ │ │ ├── 102_0256.JPG │ │ │ ├── 103_0343.JPG │ │ │ ├── 104_0460.JPG │ │ │ ├── 105_0595.JPG │ │ │ ├── 106_0676.JPG │ │ │ ├── 106_0686.JPG │ │ │ ├── 106_0687.JPG │ │ │ ├── 110_1016.JPG │ │ │ ├── 111_1192.JPG │ │ │ ├── 112_1243.JPG │ │ │ ├── 112_1251.JPG │ │ │ ├── 115_1529.JPG │ │ │ ├── 115_1553.JPG │ │ │ ├── 115_1582.JPG │ │ │ ├── 117_1783.JPG │ │ │ ├── 118_1830.JPG │ │ │ ├── 119_1910.JPG │ │ │ ├── 119_1911.JPG │ │ │ ├── 119_1921.JPG │ │ │ ├── 119_1958.JPG │ │ │ ├── 160_6022.JPG │ │ │ ├── 160_6071.JPG │ │ │ ├── 161_6172.JPG │ │ │ ├── 178_7837.JPG │ │ │ ├── 178_7849.JPG │ │ │ ├── 178_7883.JPG │ │ │ ├── 178_7897.JPG │ │ │ ├── 179_7901.JPG │ │ │ ├── Images.txt │ │ │ ├── Labels.txt │ │ │ ├── Tom.jpg │ │ │ ├── anitha.jpg │ │ │ ├── joguiver.jpg │ │ │ └── jwinn2.jpg │ │ ├── ItemsModel.cs │ │ ├── Program.cs │ │ └── Properties │ │ │ ├── AssemblyInfo.cs │ │ │ ├── Resources.Designer.cs │ │ │ ├── Resources.resx │ │ │ ├── Settings.Designer.cs │ │ │ └── Settings.settings │ ├── InferNET101 │ │ ├── CyclingTime2.cs │ │ ├── CyclingTime3.cs │ │ ├── CyclingTime4.cs │ │ ├── CyclingTime5.cs │ │ ├── InferNET101.cs │ │ ├── InferNET101.csproj │ │ ├── Properties │ │ │ └── AssemblyInfo.cs │ │ └── RunCyclingSamples.cs │ ├── LDA │ │ ├── LDA.csproj │ │ ├── LDAModel.cs │ │ ├── LDAPredictionModel.cs │ │ ├── LDAShared.cs │ │ ├── LDATopicInferenceModel.cs │ │ ├── Program.cs │ │ ├── Properties │ │ │ └── AssemblyInfo.cs │ │ └── Utilities.cs │ ├── MontyHall │ │ ├── App.xaml │ │ ├── App.xaml.cs │ │ ├── Images │ │ │ ├── Infer.ico │ │ │ ├── car1.gif │ │ │ ├── car2.gif │ │ │ ├── car3.png │ │ │ ├── door-blue.png │ │ │ ├── door-red.png │ │ │ ├── door-yellow.png │ │ │ ├── frame-blue.png │ │ │ ├── frame-red.png │ │ │ ├── frame-yellow.png │ │ │ └── goat.png │ │ ├── MontyHall.csproj │ │ ├── Properties │ │ │ ├── AssemblyInfo.cs │ │ │ ├── Resources.Designer.cs │ │ │ ├── Resources.resx │ │ │ ├── Settings.Designer.cs │ │ │ └── Settings.settings │ │ ├── Window1.xaml │ │ └── Window1.xaml.cs │ ├── MotifFinder │ │ ├── MotifFinder.csproj │ │ ├── Program.cs │ │ └── Properties │ │ │ └── AssemblyInfo.cs │ ├── ReviewerCalibration │ │ ├── Program.cs │ │ ├── Review.cs │ │ ├── ReviewerCalibration.cs │ │ └── ReviewerCalibration.csproj │ └── RobustGaussianProcess │ │ ├── Data │ │ └── insurance.csv │ │ ├── GaussianProcessDataGenerator.cs │ │ ├── GaussianProcessRegressor.cs │ │ ├── Program.cs │ │ ├── RobustGaussianProcess.csproj │ │ └── Utilities.cs ├── FSharpWrapper │ ├── AssemblyInfo.fs │ ├── FSharpWrapper.fs │ └── FSharpWrapper.fsproj ├── IronPythonWrapper │ ├── InferNetExamples │ │ ├── InferNetExamples.sln │ │ └── InferNetExamples │ │ │ ├── BayesPointMachine.py │ │ │ ├── ClinicalTrial.py │ │ │ ├── GaussianMixture.py │ │ │ ├── GaussianRanges.py │ │ │ ├── InferNetExamples.py │ │ │ ├── InferNetExamples.pyproj │ │ │ ├── InferNetWrapper.py │ │ │ ├── TruncatedGaussian.py │ │ │ └── TwoCoins.py │ ├── README.md │ ├── SetupCompiler.cmd │ ├── TestWrapper │ │ ├── TestWrapper.sln │ │ └── TestWrapper │ │ │ ├── TestWrapper.py │ │ │ ├── TestWrapper.pyproj │ │ │ └── TestWrapperFuncs.py │ └── __init__.py ├── Learners │ ├── Classifier │ │ ├── BayesPointMachineClassifier.cs │ │ ├── BayesPointMachineClassifierCapabilities.cs │ │ ├── BayesPointMachineClassifierException.cs │ │ ├── BayesPointMachineClassifierInternal │ │ │ ├── Algorithms │ │ │ │ ├── BinaryFactorizedInferenceAlgorithms.cs │ │ │ │ ├── CompoundBinaryFactorizedInferenceAlgorithms.cs │ │ │ │ ├── CompoundMulticlassFactorizedInferenceAlgorithms.cs │ │ │ │ ├── GaussianBinaryFactorizedInferenceAlgorithms.cs │ │ │ │ ├── GaussianMulticlassFactorizedInferenceAlgorithms.cs │ │ │ │ ├── IInferenceAlgorithms.cs │ │ │ │ ├── InferenceAlgorithmUtilities.cs │ │ │ │ ├── InferenceAlgorithms.cs │ │ │ │ ├── InferenceQueryVariableNames.cs │ │ │ │ └── MulticlassFactorizedInferenceAlgorithms.cs │ │ │ ├── Classifiers │ │ │ │ ├── BinaryNativeDataFormatBayesPointMachineClassifier.cs │ │ │ │ ├── BinaryStandardDataFormatBayesPointMachineClassifier.cs │ │ │ │ ├── CompoundBinaryNativeDataFormatBayesPointMachineClassifier.cs │ │ │ │ ├── CompoundBinaryStandardDataFormatBayesPointMachineClassifier.cs │ │ │ │ ├── CompoundMulticlassNativeDataFormatBayesPointMachineClassifier.cs │ │ │ │ ├── CompoundMulticlassStandardDataFormatBayesPointMachineClassifier.cs │ │ │ │ ├── GaussianBinaryNativeDataFormatBayesPointMachineClassifier.cs │ │ │ │ ├── GaussianBinaryStandardDataFormatBayesPointMachineClassifier.cs │ │ │ │ ├── GaussianMulticlassNativeDataFormatBayesPointMachineClassifier.cs │ │ │ │ ├── GaussianMulticlassStandardDataFormatBayesPointMachineClassifier.cs │ │ │ │ ├── MulticlassNativeDataFormatBayesPointMachineClassifier.cs │ │ │ │ ├── MulticlassStandardDataFormatBayesPointMachineClassifier.cs │ │ │ │ ├── NativeDataFormatBayesPointMachineClassifier.cs │ │ │ │ └── StandardDataFormatBayesPointMachineClassifier.cs │ │ │ ├── GeneratedAlgorithms │ │ │ │ ├── CompoundDenseBinaryBpmTrainingEvidence_EP.cs │ │ │ │ ├── CompoundDenseBinaryBpmTraining_EP.cs │ │ │ │ ├── CompoundDenseMulticlassBpmTrainingEvidence_EP.cs │ │ │ │ ├── CompoundDenseMulticlassBpmTraining_EP.cs │ │ │ │ ├── CompoundSparseBinaryBpmTrainingEvidence_EP.cs │ │ │ │ ├── CompoundSparseBinaryBpmTraining_EP.cs │ │ │ │ ├── CompoundSparseMulticlassBpmTrainingEvidence_EP.cs │ │ │ │ ├── CompoundSparseMulticlassBpmTraining_EP.cs │ │ │ │ ├── GaussianDenseBinaryBpmPrediction_EP.cs │ │ │ │ ├── GaussianDenseBinaryBpmTrainingEvidence_EP.cs │ │ │ │ ├── GaussianDenseBinaryBpmTraining_EP.cs │ │ │ │ ├── GaussianDenseBinaryVectorBpmPrediction_EP.cs │ │ │ │ ├── GaussianDenseBinaryVectorBpmTrainingEvidence_EP.cs │ │ │ │ ├── GaussianDenseBinaryVectorBpmTraining_EP.cs │ │ │ │ ├── GaussianDenseMulticlassBpmPrediction_EP.cs │ │ │ │ ├── GaussianDenseMulticlassBpmTrainingEvidence_EP.cs │ │ │ │ ├── GaussianDenseMulticlassBpmTraining_EP.cs │ │ │ │ ├── GaussianSparseBinaryBpmPrediction_EP.cs │ │ │ │ ├── GaussianSparseBinaryBpmTrainingEvidence_EP.cs │ │ │ │ ├── GaussianSparseBinaryBpmTraining_EP.cs │ │ │ │ ├── GaussianSparseMulticlassBpmPrediction_EP.cs │ │ │ │ ├── GaussianSparseMulticlassBpmTrainingEvidence_EP.cs │ │ │ │ └── GaussianSparseMulticlassBpmTraining_EP.cs │ │ │ ├── Mappings │ │ │ │ ├── BinaryNativeClassifierMapping.cs │ │ │ │ ├── MulticlassNativeClassifierMapping.cs │ │ │ │ └── NativeClassifierMapping.cs │ │ │ └── Settings │ │ │ │ ├── GaussianBayesPointMachineClassifierAdvancedTrainingSettings.cs │ │ │ │ ├── GaussianBayesPointMachineClassifierTrainingSettings.cs │ │ │ │ ├── GaussianBinaryBayesPointMachineClassifierSettings.cs │ │ │ │ └── GaussianMulticlassBayesPointMachineClassifierSettings.cs │ │ ├── BayesPointMachineClassifierIterationChangedEventArgs.cs │ │ ├── CalibrationPair.cs │ │ ├── Classifier.csproj │ │ ├── ClassifierEvaluator.cs │ │ ├── ConfusionMatrix.cs │ │ ├── IBayesPointMachineClassifier.cs │ │ ├── Mappings │ │ │ ├── BayesPointMachineClassifierMappingExtensions.cs │ │ │ ├── ClassifierEvaluatorMapping.cs │ │ │ ├── ClassifierEvaluatorMappingExtensions.cs │ │ │ ├── ClassifierMappingExtensions.cs │ │ │ ├── IBayesPointMachineClassifierMapping.cs │ │ │ ├── IClassifierEvaluatorMapping.cs │ │ │ └── IClassifierMapping.cs │ │ ├── Properties │ │ │ └── AssemblyInfo.cs │ │ └── Settings │ │ │ ├── BayesPointMachineClassifierPredictionSettings.cs │ │ │ ├── BayesPointMachineClassifierSettings.cs │ │ │ ├── BayesPointMachineClassifierTrainingSettings.cs │ │ │ ├── BinaryBayesPointMachineClassifierPredictionSettings.cs │ │ │ ├── BinaryBayesPointMachineClassifierSettings.cs │ │ │ ├── IBayesPointMachineClassifierPredictionSettings.cs │ │ │ ├── IBayesPointMachineClassifierSettings.cs │ │ │ ├── MulticlassBayesPointMachineClassifierPredictionSettings.cs │ │ │ └── MulticlassBayesPointMachineClassifierSettings.cs │ ├── ClassifierModels │ │ ├── AlgorithmFactories.cs │ │ ├── ClassifierModels.csproj │ │ ├── DenseBinaryModel.cs │ │ ├── DenseBinaryVectorModel.cs │ │ ├── DenseMulticlassModel.cs │ │ ├── Program.cs │ │ ├── Properties │ │ │ ├── AssemblyInfo.cs │ │ │ └── launchSettings.json │ │ ├── SparseBinaryModel.cs │ │ └── SparseMulticlassModel.cs │ ├── Core │ │ ├── Core.csproj │ │ ├── DummyFeatureSource.cs │ │ ├── FalseAndTruePositiveRate.cs │ │ ├── ICapabilities.cs │ │ ├── ICustomSerializable.cs │ │ ├── ILearner.cs │ │ ├── IPredictor.cs │ │ ├── IPredictorCapabilities.cs │ │ ├── IPredictorIncrementalTraining.cs │ │ ├── IRecommender.cs │ │ ├── IRecommenderCapabilities.cs │ │ ├── ISettings.cs │ │ ├── IStarRatingInfo.cs │ │ ├── IndexedSet.cs │ │ ├── Mappings │ │ │ ├── IPredictorMapping.cs │ │ │ ├── IRatingRecommenderMapping.cs │ │ │ ├── IRecommenderMapping.cs │ │ │ ├── IStarRatingRecommenderMapping.cs │ │ │ ├── MappingException.cs │ │ │ └── PredictorMappingExtensions.cs │ │ ├── Metrics.cs │ │ ├── NoFeatureSource.cs │ │ ├── PointEstimator.cs │ │ ├── PrecisionRecall.cs │ │ ├── Properties │ │ │ └── AssemblyInfo.cs │ │ ├── RoundingStarRatingInfo.cs │ │ ├── SerializationVersionAttribute.cs │ │ ├── SettingsGuard.cs │ │ ├── StarRatingInfo.cs │ │ └── Utilities.cs │ ├── LearnersNuGet │ │ ├── LearnersNuGet.csproj │ │ └── LearnersNuGet.nuspec │ ├── Recommender │ │ ├── DelegatingWrappedBinaryReader.cs │ │ ├── DelegatingWrappedBinaryWriter.cs │ │ ├── IMatchboxRecommender.cs │ │ ├── Mappings │ │ │ ├── IMatchboxRecommenderMapping.cs │ │ │ ├── IRecommenderEvaluatorMapping.cs │ │ │ ├── IStarRatingRecommenderEvaluatorMapping.cs │ │ │ ├── NegativeDataGeneratorMapping.cs │ │ │ ├── RecommenderEvaluatorMapping.cs │ │ │ ├── RecommenderEvaluatorMappingExtensions.cs │ │ │ ├── RecommenderMappingExtensions.cs │ │ │ ├── SplitInstanceSource.cs │ │ │ ├── StarRatingRecommenderEvaluatorMapping.cs │ │ │ ├── TrainTestSplittingRatingRecommenderMapping.cs │ │ │ ├── TrainTestSplittingRecommenderMapping.cs │ │ │ └── TrainTestSplittingStarRatingRecommenderMapping.cs │ │ ├── MatchboxRecommender.cs │ │ ├── MatchboxRecommenderAdvancedTrainingSettings.cs │ │ ├── MatchboxRecommenderCapabilities.cs │ │ ├── MatchboxRecommenderException.cs │ │ ├── MatchboxRecommenderInternal │ │ │ ├── AlgorithmUtils.cs │ │ │ ├── ColdUserItemParameterAlgorithm.cs │ │ │ ├── CommunityTrainingAlgorithm.cs │ │ │ ├── EntityParameterDistribution.cs │ │ │ ├── FeatureHyperparameters.cs │ │ │ ├── FeatureParameterDistribution.cs │ │ │ ├── GeneratedAlgorithms │ │ │ │ ├── MatchboxCommunityTraining_EP.cs │ │ │ │ └── MatchboxRatingPrediction_EP.cs │ │ │ ├── HistogramSampler.cs │ │ │ ├── InstanceData.cs │ │ │ ├── InstanceMetadata.cs │ │ │ ├── ItemHyperparameters.cs │ │ │ ├── ItemParameterDistribution.cs │ │ │ ├── NativeDataFormatMatchboxRecommender.cs │ │ │ ├── NoiseHyperparameters.cs │ │ │ ├── ParameterDistributions.cs │ │ │ ├── RatingPredictionAlgorithm.cs │ │ │ ├── SparseFeatureMatrix.cs │ │ │ ├── SparseFeatureVector.cs │ │ │ ├── StandardDataFormatMatchboxRecommender.cs │ │ │ ├── UserHyperparameters.cs │ │ │ └── UserParameterDistribution.cs │ │ ├── MatchboxRecommenderPredictionSettings.cs │ │ ├── MatchboxRecommenderSettings.cs │ │ ├── MatchboxRecommenderTrainingSettings.cs │ │ ├── PosteriorDistributions │ │ │ ├── EntityPosteriorDistribution.cs │ │ │ ├── FeaturePosteriorDistribution.cs │ │ │ ├── ItemPosteriorDistribution.cs │ │ │ ├── PosteriorDistributions.cs │ │ │ └── UserPosteriorDistribution.cs │ │ ├── Properties │ │ │ └── AssemblyInfo.cs │ │ ├── RandomStarRatingRecommender.cs │ │ ├── RandomStarRatingRecommenderCapabilities.cs │ │ ├── RatingInstance.cs │ │ ├── RatingMatrix.cs │ │ ├── Recommender.csproj │ │ ├── RecommenderEvaluator.cs │ │ ├── RecommenderMetricAggregationMethod.cs │ │ └── StarRatingRecommenderEvaluator.cs │ ├── RecommenderModels │ │ ├── AlgorithmFactories.cs │ │ ├── Models.cs │ │ ├── Program.cs │ │ ├── Properties │ │ │ ├── AssemblyInfo.cs │ │ │ └── launchSettings.json │ │ └── RecommenderModels.csproj │ └── Runners │ │ ├── CommandLine │ │ ├── Classifier │ │ │ ├── BayesPointMachineClassifierModuleUtilities.cs │ │ │ ├── BinaryBayesPointMachineClassifierCrossValidationModule.cs │ │ │ ├── BinaryBayesPointMachineClassifierIncrementalTrainingModule.cs │ │ │ ├── BinaryBayesPointMachineClassifierPredictionModule.cs │ │ │ ├── BinaryBayesPointMachineClassifierSampleWeightsModule.cs │ │ │ ├── BinaryBayesPointMachineClassifierTrainingDiagnosticsModule.cs │ │ │ ├── BinaryBayesPointMachineClassifierTrainingModule.cs │ │ │ ├── ClassifierEvaluationModule.cs │ │ │ ├── MulticlassBayesPointMachineClassifierCrossValidationModule.cs │ │ │ ├── MulticlassBayesPointMachineClassifierIncrementalTrainingModule.cs │ │ │ ├── MulticlassBayesPointMachineClassifierPredictionModule.cs │ │ │ ├── MulticlassBayesPointMachineClassifierSampleWeightsModule.cs │ │ │ ├── MulticlassBayesPointMachineClassifierTrainingDiagnosticsModule.cs │ │ │ └── MulticlassBayesPointMachineClassifierTrainingModule.cs │ │ ├── CommandLine.csproj │ │ ├── Program.cs │ │ ├── Properties │ │ │ └── AssemblyInfo.cs │ │ └── Recommender │ │ │ ├── RecommenderEvaluateFindRelatedItemsModule.cs │ │ │ ├── RecommenderEvaluateFindRelatedUsersModule.cs │ │ │ ├── RecommenderEvaluateItemRecommendationModule.cs │ │ │ ├── RecommenderEvaluateRatingPredictionModule.cs │ │ │ ├── RecommenderFindRelatedItemsModule.cs │ │ │ ├── RecommenderFindRelatedUsersModule.cs │ │ │ ├── RecommenderGenerateNegativeData.cs │ │ │ ├── RecommenderPredictRatingsModule.cs │ │ │ ├── RecommenderRecommendItemsModule.cs │ │ │ ├── RecommenderSplitDataModule.cs │ │ │ └── RecommenderTrainModule.cs │ │ ├── Common │ │ ├── CommandLine │ │ │ ├── CommandLineModule.cs │ │ │ ├── CommandLineModuleSelector.cs │ │ │ ├── CommandLineParameterType.cs │ │ │ └── CommandLineParser.cs │ │ ├── Common.csproj │ │ ├── Configuration │ │ │ ├── ConfigurationBase.cs │ │ │ ├── ConfigurationElement.cs │ │ │ └── InvalidConfigurationException.cs │ │ ├── DataModel │ │ │ ├── ClassifierMapping.cs │ │ │ ├── ClassifierPersistenceUtils.cs │ │ │ ├── FileParsingContext.cs │ │ │ ├── InvalidFileFormatException.cs │ │ │ ├── Item.cs │ │ │ ├── LabelDistribution.cs │ │ │ ├── LabeledFeatureValues.cs │ │ │ ├── Mappings.cs │ │ │ ├── RatedUserItem.cs │ │ │ ├── RecommenderDataset.cs │ │ │ ├── RecommenderPersistenceUtils.cs │ │ │ └── User.cs │ │ └── Properties │ │ │ └── AssemblyInfo.cs │ │ └── Evaluator │ │ ├── Config.xml │ │ ├── Configuration │ │ ├── DatasetSplitSettingsConfigurationElement.cs │ │ ├── EvaluatorConfiguration.cs │ │ ├── ItemRecommendationTestConfigurationElement.cs │ │ ├── MahoutRecommenderConfigurationElement.cs │ │ ├── MatchboxRecommenderConfigurationElement.cs │ │ ├── RandomRecommenderConfigurationElement.cs │ │ ├── RatingPredictionTestConfigurationElement.cs │ │ ├── RecommenderConfigurationElement.cs │ │ ├── RecommenderDatasetConfigurationElement.cs │ │ ├── RecommenderGeneratedDatasetConfigurationElement.cs │ │ ├── RecommenderRunConfigurationElement.cs │ │ ├── RecommenderTestConfigurationElement.cs │ │ ├── RelatedItemPredictionTestConfigurationElement.cs │ │ ├── RelatedUserPredictionTestConfigurationElement.cs │ │ └── VowpalWabbitRecommenderConfigurationElement.cs │ │ ├── Data │ │ └── Bin │ │ │ ├── BuildMahoutRunner.bat │ │ │ ├── MahoutRunner.jar │ │ │ └── MahoutRunner.java │ │ ├── DatasetGenerators │ │ ├── BookCrossingGenerator.cs │ │ ├── DownloadingDatasetGenerator.cs │ │ ├── IDatasetGenerator.cs │ │ ├── JesterGenerator.cs │ │ ├── MovieLens │ │ │ ├── FeatureProcessor.cs │ │ │ ├── Features.cs │ │ │ └── MovieLensConverter.cs │ │ └── MovieLensGenerator.cs │ │ ├── Evaluator.csproj │ │ ├── InferNetRunsOnly.xml │ │ ├── MetricValueDistribution.cs │ │ ├── MetricValueDistributionCollection.cs │ │ ├── Program.cs │ │ ├── Properties │ │ ├── AssemblyInfo.cs │ │ └── launchSettings.json │ │ ├── RecommenderRun.cs │ │ ├── RecommenderRunCompletedEventArgs.cs │ │ ├── RecommenderRunFoldProcessedEventArgs.cs │ │ ├── RecommenderRunInterruptedEventArgs.cs │ │ ├── Scripts │ │ ├── BookRating.sql │ │ ├── DDL.sql │ │ ├── JesterJokes.sql │ │ ├── MSWeb.sql │ │ ├── MovieLens.sql │ │ └── RecommendationOut.sql │ │ ├── Tests │ │ ├── ItemRecommendationTest.cs │ │ ├── RatingPredictionTest.cs │ │ ├── RecommenderTest.cs │ │ ├── RelatedItemPredictionTest.cs │ │ └── RelatedUserPredictionTest.cs │ │ ├── Wrappers │ │ ├── ExternalCommandExecutionException.cs │ │ ├── LazyListPredictionContext.cs │ │ ├── MahoutRecommender.cs │ │ ├── MahoutRecommenderSettings.cs │ │ ├── VowpalWabbitRecommender.cs │ │ ├── VowpalWabbitRecommenderSettings.cs │ │ └── WrapperUtils.cs │ │ ├── app.config │ │ └── x64JVMConfig.xml ├── Runtime │ ├── Core │ │ ├── Collections │ │ │ ├── Array2d.cs │ │ │ ├── ArrayAsList.cs │ │ │ ├── ArrayDictionary.cs │ │ │ ├── ArrayFromFunc.cs │ │ │ ├── ArrayHelper.cs │ │ │ ├── CollectionExtensions.cs │ │ │ ├── Cursor.cs │ │ │ ├── CursorArray.cs │ │ │ ├── DictionaryComparer.cs │ │ │ ├── EnumerableComparer.cs │ │ │ ├── EnumerableExtensions.cs │ │ │ ├── FileArray.cs │ │ │ ├── FuncExtensions.cs │ │ │ ├── GenerationalDictionary.cs │ │ │ ├── IArray.cs │ │ │ ├── IEnumerableExtensions.cs │ │ │ ├── IListExtensions.cs │ │ │ ├── IntPair.cs │ │ │ ├── JaggedArray.cs │ │ │ ├── KeyedPool.cs │ │ │ ├── ListComparer.cs │ │ │ ├── Option.cs │ │ │ ├── ParallelCursorArray.cs │ │ │ ├── PriorityQueue.cs │ │ │ ├── ReadOnlyArray.cs │ │ │ ├── ReadOnlyList.cs │ │ │ ├── ReadOnlyListComparer.cs │ │ │ ├── Set.cs │ │ │ ├── SortedSet.cs │ │ │ ├── SparseList.cs │ │ │ └── ValueAtIndex.cs │ │ ├── Communicator.cs │ │ ├── CommunicatorBase.cs │ │ ├── ICommunicator.cs │ │ ├── IGeneratedAlgorithm.cs │ │ ├── InferRuntimeException.cs │ │ ├── Maths │ │ │ ├── BFGS.cs │ │ │ ├── Beam.cs │ │ │ ├── BranchAndBound.cs │ │ │ ├── ContinuedFraction.cs │ │ │ ├── DenseVector.cs │ │ │ ├── ExtendedDouble.cs │ │ │ ├── GlobalSuppressions.cs │ │ │ ├── Interval.cs │ │ │ ├── LBFGS.cs │ │ │ ├── Lapack.cs │ │ │ ├── LineSearch.cs │ │ │ ├── LowerTriangularMatrix.cs │ │ │ ├── LuDecomposition.cs │ │ │ ├── Matrix.cs │ │ │ ├── MeanAccumulator.cs │ │ │ ├── MeanAccumulatorAssociative.cs │ │ │ ├── MeanVarianceAccumulator.cs │ │ │ ├── PiecewiseVector.cs │ │ │ ├── PositiveDefiniteMatrix.cs │ │ │ ├── Quadrature.cs │ │ │ ├── Random.cs │ │ │ ├── Region.cs │ │ │ ├── SetTo.cs │ │ │ ├── SparseVector.cs │ │ │ ├── SpecialFunctions.cs │ │ │ ├── UpperTriangularMatrix.cs │ │ │ └── Vector.cs │ │ ├── MessageUpdatedEventArgs.cs │ │ ├── ProgressChangedEventArgs.cs │ │ ├── QueryType.cs │ │ ├── QueryTypes.cs │ │ ├── Serialization │ │ │ ├── BinaryReaderExtensions.cs │ │ │ ├── BinaryWriterExtensions.cs │ │ │ ├── IReader.cs │ │ │ ├── IWriter.cs │ │ │ ├── InferDataContractResolver.cs │ │ │ ├── MatlabReader.cs │ │ │ ├── MatlabWriter.cs │ │ │ ├── SerializationAttributes.cs │ │ │ ├── WrappedBinaryReader.cs │ │ │ ├── WrappedBinaryWriter.cs │ │ │ ├── WrappedTextReader.cs │ │ │ ├── WrappedTextWriter.cs │ │ │ └── XmlWriterExtensions.cs │ │ ├── ThreadCommunicator.cs │ │ └── Utils │ │ │ ├── Argument.cs │ │ │ ├── ArrayComparer.cs │ │ │ ├── Assert.cs │ │ │ ├── Hash.cs │ │ │ ├── StringUtil.cs │ │ │ └── Util.cs │ ├── Distributions │ │ ├── ArrayEstimator.cs │ │ ├── Automata │ │ │ ├── Automaton.Builder.cs │ │ │ ├── Automaton.Condensation.cs │ │ │ ├── Automaton.DataContainer.cs │ │ │ ├── Automaton.Determinization.cs │ │ │ ├── Automaton.EnumerateSupport.cs │ │ │ ├── Automaton.EpsilonClosure.cs │ │ │ ├── Automaton.GroupExtractor.cs │ │ │ ├── Automaton.Simplification.cs │ │ │ ├── Automaton.State.cs │ │ │ ├── Automaton.StateCollection.cs │ │ │ ├── Automaton.StateData.cs │ │ │ ├── Automaton.StronglyConnectedComponent.cs │ │ │ ├── Automaton.Transition.cs │ │ │ ├── Automaton.cs │ │ │ ├── AutomatonBasedSequenceDistributionFormatBase.cs │ │ │ ├── AutomatonEnumerationCountException.cs │ │ │ ├── AutomatonException.cs │ │ │ ├── AutomatonFormats.cs │ │ │ ├── AutomatonTooLargeException.cs │ │ │ ├── CondensationStateInfo.cs │ │ │ ├── DistributionKind.cs │ │ │ ├── GraphVizAutomatonFormat.cs │ │ │ ├── IAutomatonFormat.cs │ │ │ ├── ISequenceDistributionFormat.cs │ │ │ ├── ISequenceManipulator.cs │ │ │ ├── ImmutablePairDistribution.cs │ │ │ ├── ImmutablePairDistributionBase.cs │ │ │ ├── ListAutomaton.cs │ │ │ ├── ListManipulator.cs │ │ │ ├── ListTransducer.cs │ │ │ ├── PreallocatedAutomataObjects.cs │ │ │ ├── RegexpAutomatonFormat.cs │ │ │ ├── RegexpFormattingSettings.cs │ │ │ ├── RegexpTreeBuilder.cs │ │ │ ├── RegexpTreeNode.cs │ │ │ ├── RegexpTreeNodeType.cs │ │ │ ├── SequenceDistributionFormatPointMassAsAutomaton.cs │ │ │ ├── SequenceDistributionFormatPointMassAsString.cs │ │ │ ├── StringAutomaton.cs │ │ │ ├── StringManipulator.cs │ │ │ ├── StringTransducer.cs │ │ │ ├── TarjanStateInfo.cs │ │ │ ├── Transducer.cs │ │ │ ├── TransducerBase.cs │ │ │ ├── Weight.cs │ │ │ ├── WeightFunctions.DictionaryWeightFunction.cs │ │ │ ├── WeightFunctions.IWeightFunction.cs │ │ │ ├── WeightFunctions.MultiRepresentationWeightFunction.cs │ │ │ └── WeightFunctions.PointMassWeightFunction.cs │ │ ├── AutomatonFormats.cs │ │ ├── Bernoulli.cs │ │ ├── BernoulliEstimator.cs │ │ ├── BernoulliIntegerSubset.cs │ │ ├── Beta.cs │ │ ├── BetaEstimator.cs │ │ ├── Binomial.cs │ │ ├── ConjugateDirichlet.cs │ │ ├── Dirichlet.cs │ │ ├── DirichletEstimator.cs │ │ ├── Discrete.cs │ │ ├── DiscreteChar.cs │ │ ├── DiscreteEnum.cs │ │ ├── DiscreteEstimator.cs │ │ ├── Distribution.cs │ │ ├── DistributionArray.cs │ │ ├── DistributionArray2D.cs │ │ ├── DistributionCursorArray.cs │ │ ├── DistributionFileArray.cs │ │ ├── EstimatedDistribution.cs │ │ ├── Estimator.cs │ │ ├── Gamma.cs │ │ ├── GammaEstimator.cs │ │ ├── GammaPower.cs │ │ ├── GammaPowerEstimator.cs │ │ ├── Gaussian.cs │ │ ├── GaussianEstimator.cs │ │ ├── GaussianProcess │ │ │ ├── GaussianProcess.cs │ │ │ ├── IGaussianProcess.cs │ │ │ ├── SparseGP.cs │ │ │ └── SparseGPFixed.cs │ │ ├── GenericDiscreteBase.cs │ │ ├── GibbsMarginal.cs │ │ ├── GlobalSuppressions.cs │ │ ├── ICanTruncateLeft.cs │ │ ├── ICanTruncateRight.cs │ │ ├── ICollectionDistribution.cs │ │ ├── IDistribution.cs │ │ ├── IEstimatedDistribution.cs │ │ ├── IImmutableDistribution.cs │ │ ├── ITruncatableDistribution.cs │ │ ├── ImproperDistributionException.cs │ │ ├── InnerQuantiles.cs │ │ ├── IrregularQuantiles.cs │ │ ├── Kernels │ │ │ ├── ARD.cs │ │ │ ├── KernelFactory.cs │ │ │ ├── KernelFunction.cs │ │ │ ├── LinearKernel.cs │ │ │ ├── NNKernel.cs │ │ │ ├── SquaredExponential.cs │ │ │ ├── SummationKernel.cs │ │ │ └── WhiteNoise.cs │ │ ├── LeftTruncatedPoisson.cs │ │ ├── ListDistribution.cs │ │ ├── MatrixMeanVarianceAccumulator.cs │ │ ├── Mixture.cs │ │ ├── MutableWrapper.cs │ │ ├── NonconjugateGaussian.cs │ │ ├── OuterQuantiles.cs │ │ ├── Pareto.cs │ │ ├── PointMass.cs │ │ ├── PointMassEstimator.cs │ │ ├── Poisson.cs │ │ ├── PoissonEstimator.cs │ │ ├── QuantileEstimator.cs │ │ ├── SequenceDistribution.cs │ │ ├── SparseBernoulliList.cs │ │ ├── SparseBetaList.cs │ │ ├── SparseDistributionList.cs │ │ ├── SparseGammaList.cs │ │ ├── SparseGaussianList.cs │ │ ├── StringDistribution.cs │ │ ├── TruncatableDistribution.cs │ │ ├── TruncatedDistribution.cs │ │ ├── TruncatedGamma.cs │ │ ├── TruncatedGaussian.cs │ │ ├── TruncatedGaussianEstimator.cs │ │ ├── TruncatedPoisson.cs │ │ ├── UnnormalizedDiscrete.cs │ │ ├── VectorGaussian.cs │ │ ├── VectorGaussianEstimator.cs │ │ ├── VectorGaussianMoments.cs │ │ ├── VectorMeanVarianceAccumulator.cs │ │ ├── Wishart.cs │ │ ├── WishartEstimator.cs │ │ ├── WordStrings.cs │ │ └── WrappedGaussian.cs │ ├── Factors │ │ ├── AllTrue.cs │ │ ├── And.cs │ │ ├── AreEqual.cs │ │ ├── ArrayFromVector.cs │ │ ├── BeliefPropagationGateOps.cs │ │ ├── BernoulliFromBeta.cs │ │ ├── BernoulliFromBoolean.cs │ │ ├── BernoulliFromDiscrete.cs │ │ ├── BernoulliFromLogOdds.cs │ │ ├── BernoulliIntegerSubsetFromBeta.cs │ │ ├── BetaFromMeanAndTotalCountOp.cs │ │ ├── BetaFromMeanAndVarianceOp.cs │ │ ├── BetaOp.cs │ │ ├── BinomialOp.cs │ │ ├── Buffer.cs │ │ ├── CharFromProbabilitiesOp.cs │ │ ├── CharStringConcatOp.cs │ │ ├── Clone.cs │ │ ├── Collection.cs │ │ ├── Concat.cs │ │ ├── Constrain.cs │ │ ├── ConstraintViolatedException.cs │ │ ├── Copy.cs │ │ ├── CountTrueOp.cs │ │ ├── Cut.cs │ │ ├── DifferenceBetaOp.cs │ │ ├── DirichletOp.cs │ │ ├── DiscreteFromDirichlet.cs │ │ ├── DiscreteFromDiscrete.cs │ │ ├── DiscreteUniform.cs │ │ ├── DoubleOp.cs │ │ ├── EnumSupport.cs │ │ ├── Exp.cs │ │ ├── Factor.cs │ │ ├── FactorAttributes.cs │ │ ├── FactorDocs.xml │ │ ├── GammaFromShapeAndRate.cs │ │ ├── GammaPowerProductOp_Laplace.cs │ │ ├── GammaProductOp_Laplace.cs │ │ ├── Gate.cs │ │ ├── GateEnter.cs │ │ ├── GateExit.cs │ │ ├── GaussianFromMeanAndVariance.cs │ │ ├── GaussianOp.cs │ │ ├── GetDeepJaggedItems.cs │ │ ├── GetItem.cs │ │ ├── GetItem2D.cs │ │ ├── GetItems.cs │ │ ├── GetItemsFromDeepJaggedOp.cs │ │ ├── GetItemsFromJaggedOp.cs │ │ ├── GetItemsPointOp.cs │ │ ├── GetItemsWithDictionaryOp.cs │ │ ├── GetJaggedItems.cs │ │ ├── GetJaggedItemsFromJagged.cs │ │ ├── ImproperMessageException.cs │ │ ├── IndexOfMaximum.cs │ │ ├── InnerProduct.cs │ │ ├── InnerProductArray.cs │ │ ├── InnerProductPartialCovariance.cs │ │ ├── IntegralOp.cs │ │ ├── IsBetweenGaussianOp.cs │ │ ├── IsBetweenTruncatedGaussianOp.cs │ │ ├── IsGreaterThan.cs │ │ ├── IsGreaterThanDoubleOp.cs │ │ ├── IsPositive.cs │ │ ├── JaggedSubarray.cs │ │ ├── Log.cs │ │ ├── Logistic.cs │ │ ├── LowPriority.cs │ │ ├── MatrixMultiply.cs │ │ ├── MatrixVectorProduct.cs │ │ ├── Max.cs │ │ ├── MaxGammaOp.cs │ │ ├── MinGammaOp.cs │ │ ├── Multinomial.cs │ │ ├── NonconjugateUsesEqualDef.cs │ │ ├── Not.cs │ │ ├── Or.cs │ │ ├── PlusDouble.cs │ │ ├── PlusGamma.cs │ │ ├── PlusInt.cs │ │ ├── PlusVector.cs │ │ ├── PoissonOp.cs │ │ ├── Power.cs │ │ ├── PowerPlate.cs │ │ ├── ProbBetweenOp.cs │ │ ├── Product.cs │ │ ├── ProductExp.cs │ │ ├── ProductGamma.cs │ │ ├── ProductGaussianBeta.cs │ │ ├── ProductGaussianGamma.cs │ │ ├── ProductVectorGaussian.cs │ │ ├── ProductWishart.cs │ │ ├── ProductWrappedGaussian.cs │ │ ├── QuantileOp.cs │ │ ├── RatioGaussianOp.cs │ │ ├── Replicate.cs │ │ ├── ReplicateGibbsOp.cs │ │ ├── ReplicatePointOp.cs │ │ ├── Rotate.cs │ │ ├── ShiftAlpha.cs │ │ ├── SingleOp.cs │ │ ├── Softmax.cs │ │ ├── SparseBernoulliFromBeta.cs │ │ ├── SparseGPOp.cs │ │ ├── SparseGaussianListOp.cs │ │ ├── SplitOp.cs │ │ ├── SplitSubarray.cs │ │ ├── StringCapitalizedOfMinLengthOp.cs │ │ ├── StringCapitalizedOfMinMaxLengthOp.cs │ │ ├── StringCharConcatOp.cs │ │ ├── StringConcatOp.cs │ │ ├── StringFormatOp.cs │ │ ├── StringFromArrayOp.cs │ │ ├── StringOfLengthOp.cs │ │ ├── StringOfMinLengthOp.cs │ │ ├── StringOfMinMaxLengthOp.cs │ │ ├── StringsAreEqualOp.cs │ │ ├── Subarray.cs │ │ ├── Subarray2.cs │ │ ├── SubstringOp.cs │ │ ├── Subvector.cs │ │ ├── Sum.cs │ │ ├── SumExcept.cs │ │ ├── SumVectorGaussianOp.cs │ │ ├── Tracing.cs │ │ ├── TruncatedGammaFromShapeAndRateOp.cs │ │ ├── Unary.cs │ │ ├── Undirected.cs │ │ ├── UniformDouble.cs │ │ ├── UsesEqualDef.cs │ │ ├── VariableOp.cs │ │ ├── VariablePointOp.cs │ │ ├── VectorFromArray.cs │ │ ├── VectorGaussianOp.cs │ │ └── WishartOp.cs │ ├── Properties │ │ └── AssemblyInfo.cs │ └── Runtime.csproj ├── Shared │ ├── SharedAssemblyFileVersion.cs │ ├── SharedAssemblyFileVersion.fs │ └── SharedAssemblyInfo.cs ├── Tools │ ├── BuildFactorDoc │ │ ├── Program.cs │ │ └── Tools.BuildFactorDoc.csproj │ ├── PrepareSource │ │ ├── Program.cs │ │ ├── Properties │ │ │ └── launchSettings.json │ │ └── Tools.PrepareSource.csproj │ └── PythonScripts │ │ ├── CheckMathLibraries.py │ │ ├── ComputeSpecialFunctionsTestValues.py │ │ ├── GenerateSeries.py │ │ └── Tools.PythonScripts.pyproj ├── Tutorials │ ├── BayesPointMachineExample.cs │ ├── BayesianPCA.cs │ ├── BugsRats.cs │ ├── CausalityExample.cs │ ├── ChessAnalysis.cs │ ├── ClickModel.cs │ ├── ClinicalTrial.cs │ ├── DifficultyAbility.cs │ ├── ExampleAttribute.cs │ ├── ExamplesBrowser.cs │ ├── ExamplesViewer.cs │ ├── ExamplesViewer.resx │ ├── FirstExample.cs │ ├── GaussianProcessClassifier.cs │ ├── HelloStrings.cs │ ├── Infer.ico │ ├── LearningAGaussian.cs │ ├── LearningAGaussianWithRanges.cs │ ├── MixtureOfGaussians.cs │ ├── MultinomialRegression.cs │ ├── Properties │ │ └── AssemblyInfo.cs │ ├── RecommenderSystem.cs │ ├── RunMe.cs │ ├── StringFormat.cs │ ├── StudentSkills.cs │ ├── TruncatedGaussian.cs │ ├── TruncatedGaussianEfficient.cs │ ├── TutorialData │ │ └── ClickModel.txt │ ├── Tutorials.csproj │ └── WetGrassSprinklerRain.cs └── Visualizers │ └── Windows │ ├── GraphViews │ ├── DependencyGraphView.cs │ ├── ModelView.cs │ └── TaskGraphView.cs │ ├── TransformerChainView │ ├── AttributeView.xaml │ ├── AttributeView.xaml.cs │ ├── CodeElementInspectorView.xaml │ ├── CodeElementInspectorView.xaml.cs │ ├── CodeSearchQuery.cs │ ├── CollapsedCodeView.xaml │ ├── CollapsedCodeView.xaml.cs │ ├── ConsolidatingEventListener.cs │ ├── DeclarationView.xaml │ ├── DeclarationView.xaml.cs │ ├── LineOfCodeView.xaml │ ├── LineOfCodeView.xaml.cs │ ├── TransformChainView.xaml │ ├── TransformChainView.xaml.cs │ ├── TransformerView.xaml │ └── TransformerView.xaml.cs │ ├── Visualizers.Windows.csproj │ └── WindowsVisualizer.cs ├── test.runsettings ├── test ├── Learners │ ├── LearnersTests │ │ ├── BayesPointMachineClassifierTests.cs │ │ ├── ClassifierEvaluatorTests.cs │ │ ├── CommandLineParserTests.cs │ │ ├── Comparers.cs │ │ ├── CsvMapping.cs │ │ ├── Data │ │ │ └── W5ANormalized.csv.gz │ │ ├── IndexedSetTests.cs │ │ ├── LearnersTests.csproj │ │ ├── MatchboxRecommenderTests.cs │ │ ├── MetricTests.cs │ │ ├── NegativeDataGenerationTests.cs │ │ ├── Properties │ │ │ └── AssemblyInfo.cs │ │ ├── RecommenderDataSplittingTests.cs │ │ ├── RecommenderEvaluatorTests.cs │ │ ├── RecommenderPersistenceUtilsTests.cs │ │ ├── Test.bat │ │ ├── TestUtils.cs │ │ ├── UtilityTests.cs │ │ └── xunit.runner.json │ └── TestApp │ │ ├── Program.cs │ │ ├── Properties │ │ └── AssemblyInfo.cs │ │ └── TestApp.csproj ├── TestAllCompilerOptions │ ├── CompilerOptionsTestUtils.cs │ ├── Program.cs │ └── TestAllCompilerOptions.csproj ├── TestApp │ ├── Program.cs │ └── TestApp.csproj ├── TestFSharp │ ├── App.config │ ├── AssemblyInfo.fs │ ├── BayesPointMachine.fs │ ├── ClinicalTrial.fs │ ├── DifficultyAbility.fs │ ├── GaussianwithRanges.fs │ ├── MixtureofGaussians.fs │ ├── TestFSharp.fsproj │ ├── TestTutorials.fs │ ├── TruncatedGaussian.fs │ └── TwoCoins.fs ├── TestPublic │ ├── Properties │ │ └── AssemblyInfo.cs │ ├── TestPublic.csproj │ └── TutorialTests.cs ├── TestPython │ ├── TestPython.pyproj │ └── test_tutorials.py ├── Tests │ ├── BPMNoiseTests.cs │ ├── BayesPointMachineTests.cs │ ├── BioTests.cs │ ├── BlogTests.cs │ ├── BpmSpeedTests.cs │ ├── Bugs │ │ ├── Categorical1_bugs.txt │ │ ├── Categorical1c_bugs.txt │ │ ├── Categorical1p_bugs.txt │ │ ├── Categorical1pc_bugs.txt │ │ ├── Categorical1pp_bugs.txt │ │ ├── Categorical1ppc_bugs.txt │ │ ├── Clutter1_bugs.txt │ │ ├── Gaussian1_bugs.txt │ │ ├── Gaussian1p_bugs.txt │ │ ├── Gaussian1pp_bugs.txt │ │ ├── Gaussian2_bugs.txt │ │ ├── Gaussian2c_bugs.txt │ │ ├── Gaussian2p_bugs.txt │ │ ├── Gaussian2pc_bugs.txt │ │ ├── Gaussian2pp_bugs.txt │ │ ├── Gaussian2ppc_bugs.txt │ │ ├── HomogenousMixture1_bugs.txt │ │ ├── HomogenousMixture1p_bugs.txt │ │ ├── HomogenousMixture1pp_bugs.txt │ │ ├── Mixture1_bugs.txt │ │ ├── Mixture1p_bugs.txt │ │ ├── Mixture1pp_bugs.txt │ │ ├── Table1_bugs.txt │ │ ├── Table1p_bugs.txt │ │ ├── Table1pp_bugs.txt │ │ ├── Table2_bugs.txt │ │ ├── Table2p_bugs.txt │ │ ├── Table2pp_bugs.txt │ │ ├── Table3_bugs.txt │ │ ├── Table3p_bugs.txt │ │ ├── Table3pp_bugs.txt │ │ ├── Vibes1_bugs.txt │ │ ├── Vibes2_bugs.txt │ │ └── bugsModels.mat │ ├── ChainTests.cs │ ├── ClickTest.cs │ ├── CodeCompilerTests │ │ ├── AbstractCompilerTesters.cs │ │ ├── AssemblyLoadingTests.cs │ │ ├── AutoSelectedCodeCompilerTests.cs │ │ ├── CodeDomCompilerTests.cs │ │ └── RoslynCodeCompilerTests.cs │ ├── CodeModel │ │ └── LanguageWriterTests.cs │ ├── ConstrainEqualTests.cs │ ├── Core │ │ ├── ArrayDictionaryTests.cs │ │ ├── BFGSTests.cs │ │ ├── BeamTests.cs │ │ ├── BranchAndBoundTests.cs │ │ ├── CursorArrayTest.cs │ │ ├── CustomSerializationTests.cs │ │ ├── EnumerableExtensionsTests.cs │ │ ├── FloatTests.cs │ │ ├── IntervalTests.cs │ │ ├── JaggedTest.cs │ │ ├── KeyedPoolTests.cs │ │ ├── MathTests.cs │ │ ├── MatlabSerializationTests.cs │ │ ├── MatrixTest.cs │ │ ├── NormalCdf2Tests.cs │ │ ├── PriorityQueueTest.cs │ │ ├── QuadratureTest.cs │ │ ├── RandomTest.cs │ │ ├── SparseTests.cs │ │ ├── SpecialFunctionsTest.cs │ │ └── UtilsTests.cs │ ├── CultureTests.cs │ ├── CyclistTests.cs │ ├── Data │ │ ├── ClickModel.txt │ │ ├── IRT2PL_10_1000.mat │ │ ├── IRT2PL_10_250.mat │ │ ├── SpecialFunctionsValues │ │ │ ├── BesselI.csv │ │ │ ├── BetaCdf.csv │ │ │ ├── Digamma.csv │ │ │ ├── Erfc.csv │ │ │ ├── ExpMinus1.csv │ │ │ ├── ExpMinus1RatioMinus1RatioMinusHalf.csv │ │ │ ├── Gamma.csv │ │ │ ├── GammaLn.csv │ │ │ ├── GammaLnSeries.csv │ │ │ ├── GammaLogProb.csv │ │ │ ├── GammaLower.csv │ │ │ ├── GammaUpper.csv │ │ │ ├── GammaUpperRegularized.csv │ │ │ ├── GammaUpperScale.csv │ │ │ ├── Log1MinusExp.csv │ │ │ ├── Log1Plus.csv │ │ │ ├── LogExpMinus1.csv │ │ │ ├── LogSumExp.csv │ │ │ ├── Logistic.csv │ │ │ ├── LogisticLn.csv │ │ │ ├── NormalCdf.csv │ │ │ ├── NormalCdf2.csv │ │ │ ├── NormalCdfIntegral.csv │ │ │ ├── NormalCdfIntegralRatio.csv │ │ │ ├── NormalCdfLn.csv │ │ │ ├── NormalCdfLn2.csv │ │ │ ├── NormalCdfLogit.csv │ │ │ ├── NormalCdfMomentRatio.csv │ │ │ ├── NormalCdfRatioLn2.csv │ │ │ ├── Tetragamma.csv │ │ │ ├── Trigamma.csv │ │ │ ├── XMinusLog1Plus.csv │ │ │ ├── logisticGaussian.csv │ │ │ ├── logisticGaussianDeriv.csv │ │ │ ├── logisticGaussianDeriv2.csv │ │ │ └── ulp.csv │ │ ├── pca.txt │ │ └── test.mat │ ├── DiscreteTests.cs │ ├── DistributedTests.cs │ ├── Distributions │ │ ├── CodeSerializerTest.cs │ │ ├── DistributionTests.cs │ │ ├── EstimatorTest.cs │ │ ├── GPKernelTests.cs │ │ ├── SerializableTest.cs │ │ └── SparseTests.cs │ ├── DocumentationTests.cs │ ├── Dynamic │ │ └── TypeInference.cs │ ├── EnumTests.cs │ ├── EpTests.cs │ ├── ErrorTests.cs │ ├── FAresults.m │ ├── FactorManagerTests.cs │ ├── ForumTests.cs │ ├── GPTests.cs │ ├── GateModelTests.cs │ ├── GateTests.cs │ ├── GatedFactorTests.cs │ ├── GaussianFromMeanAndVarianceTests.cs │ ├── GaussianTests.cs │ ├── Gibbs │ │ ├── BugsTests.cs │ │ └── GibbsTests.cs │ ├── Graphs │ │ ├── GraphTest.cs │ │ ├── LabeledListTest.cs │ │ └── ParallelSchedulerTests.cs │ ├── IndexOfMaximumTests.cs │ ├── IndexingTests.cs │ ├── InferDataContractResolverTests.cs │ ├── InferTests.cs │ ├── InnerProductArrayTests.cs │ ├── LDATests.cs │ ├── LaplaceTests.cs │ ├── LogisticIRT_VMP.cs │ ├── MarginalPrototypeMslTests.cs │ ├── MarginalPrototypeTests.cs │ ├── MatchboxTests.cs │ ├── MaxProductTests.cs │ ├── MixtureTests.cs │ ├── ModelTests.cs │ ├── MslTests.cs │ ├── MulticlassRegressionTests.cs │ ├── MultinomialRegressionTests.cs │ ├── NonconjugateVMP2Tests.cs │ ├── NonconjugateVMPTests.cs │ ├── OnlineLearning.cs │ ├── Operators │ │ ├── DiscreteFromDirichletOpTests.cs │ │ ├── ExpOpTests.cs │ │ ├── GammaOpTests.cs │ │ ├── GateOpTests.cs │ │ ├── GaussianOpTests.cs │ │ ├── MaxGaussianOpTests.cs │ │ ├── OperatorTests.cs │ │ ├── ProductGaussianOpTests.cs │ │ └── SparseOpTests.cs │ ├── PlatformTests.cs │ ├── Properties │ │ └── AssemblyInfo.cs │ ├── PsychTests.cs │ ├── QualityBandTests.cs │ ├── QuantileTests.cs │ ├── QueryTests.cs │ ├── RAETest.cs │ ├── RegressionConvergenceTest.m │ ├── RegressionConvergenceTest_Helper.m │ ├── SchedulerTests.cs │ ├── SerialTests.cs │ ├── SharedVariableTests.cs │ ├── SpeedTests.cs │ ├── Strings │ │ ├── AutomatonTests.cs │ │ ├── DiscreteCharTest.cs │ │ ├── GateStringModelTests.cs │ │ ├── LoopyAutomatonTests.cs │ │ ├── SequenceDistributionTests.cs │ │ ├── SingleOpTests.cs │ │ ├── StringAutomatonTests.cs │ │ ├── StringConcatOpTests.cs │ │ ├── StringDictionaryWeightFunctionTests.cs │ │ ├── StringFormatOpTests.cs │ │ ├── StringFormatTests.cs │ │ ├── StringFromArrayOpTests.cs │ │ ├── StringGetItemOpTests.cs │ │ ├── StringInferencePerformanceTests.cs │ │ ├── StringInferenceTestUtilities.cs │ │ ├── StringOfLengthOpTests.cs │ │ ├── StringsAreEqualOpTests.cs │ │ ├── SubstringOpTests.cs │ │ ├── TransducerTests.cs │ │ └── WordStringsTests.cs │ ├── StudentIsPositiveTests.cs │ ├── TestUtils.cs │ ├── Tests.csproj │ ├── ThreadingTests.cs │ ├── TransformTests.cs │ ├── TrueSkillTests.cs │ ├── TruncatedGaussianTests.cs │ ├── VMPMslTests.cs │ ├── Vibes │ │ ├── Gaussian.xml │ │ ├── GaussianTest.m │ │ ├── Gaussian_nonNoisy.m │ │ ├── Gaussian_nonNoisy.xml │ │ ├── Gaussian_nonNoisyTest.m │ │ ├── Mixture1InferMeans.xml │ │ ├── Mixture1InferMeansTest.m │ │ ├── Mixture1a.xml │ │ ├── Mixture1a2.xml │ │ ├── Mixture1a2Test.m │ │ ├── Mixture1aTest.m │ │ ├── MultipleProduct.xml │ │ ├── MultipleProduct2.xml │ │ ├── MultipleProduct2Test.m │ │ ├── MultipleProductTest.m │ │ ├── Product2.xml │ │ ├── Product2Test.m │ │ ├── ProductObservedTwice.xml │ │ ├── ProductObservedTwiceCopied.xml │ │ ├── ProductObservedTwiceCopiedTest.m │ │ ├── ProductObservedTwiceTest.m │ │ ├── ProductTest.m │ │ ├── discrete.m │ │ ├── discrete.xml │ │ ├── discreteArray.m │ │ ├── discreteArray.xml │ │ ├── logistic_regression.m │ │ ├── logistic_regression.xml │ │ ├── logistic_regression2.m │ │ ├── logistic_regression2.xml │ │ ├── logistic_test.m │ │ ├── logistic_test.xml │ │ ├── product.xml │ │ ├── regression.m │ │ ├── regression.xml │ │ ├── sum3ElementArrayTest.m │ │ ├── sum3ElementArrayTest.xml │ │ ├── sumOfProduct.xml │ │ ├── sumOfProductTest.m │ │ ├── sumOfSumPlusProd.xml │ │ ├── sumTest.m │ │ ├── sumTest.xml │ │ └── sumofSumPlusProdTest.m │ ├── VmpArrayTests.cs │ ├── 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