├── .gitignore ├── .gitmodules ├── .travis.yml ├── AppledocSettings.plist ├── COPYING ├── Logo.png ├── README.md ├── YCML Tests (Swift) ├── Info.plist └── YCML_Tests__Swift_.swift ├── YCML.xcodeproj ├── project.pbxproj ├── project.xcworkspace │ ├── contents.xcworkspacedata │ ├── xcshareddata │ │ ├── YCML.xccheckout │ │ └── YCML.xcscmblueprint │ └── xcuserdata │ │ └── yanconst.xcuserdatad │ │ └── WorkspaceSettings.xcsettings ├── xcshareddata │ └── xcschemes │ │ └── YCML.xcscheme └── xcuserdata │ └── yanconst.xcuserdatad │ └── xcschemes │ ├── YCMatrix.xcscheme │ └── xcschememanagement.plist ├── YCML ├── Data Frame │ ├── NSIndexSet+Sampling.h │ ├── NSIndexSet+Sampling.m │ ├── OrderedDictionary.h │ ├── OrderedDictionary.m │ ├── YCDataframe+Matrix.h │ ├── YCDataframe+Matrix.m │ ├── YCDataframe+Transform.h │ ├── YCDataframe+Transform.m │ ├── YCDataframe.h │ ├── YCDataframe.m │ ├── YCMissingValue.h │ ├── YCMissingValue.m │ ├── YCMutableArray.h │ └── YCMutableArray.m ├── ELM │ ├── YCELMTrainer.h │ └── YCELMTrainer.m ├── FFN │ ├── YCBackPropProblem.h │ ├── YCBackPropProblem.m │ ├── YCBackPropTrainer.h │ ├── YCBackPropTrainer.m │ ├── YCFFN.h │ ├── YCFFN.m │ ├── YCRpropTrainer.h │ └── YCRpropTrainer.m ├── IO │ ├── YCBinaryRBM+IO.h │ ├── YCBinaryRBM+IO.m │ ├── YCFFN+IO.h │ ├── YCFFN+IO.m │ ├── YCFullyConnectedLayer+IO.h │ ├── YCFullyConnectedLayer+IO.m │ ├── YCGenericModel+IO.h │ ├── YCGenericModel+IO.m │ ├── YCGenericTrainer+IO.h │ ├── YCGenericTrainer+IO.m │ ├── YCModelIO.h │ ├── YCModelLayer+IO.h │ ├── YCModelLayer+IO.m │ ├── YCRBFNet+IO.h │ ├── YCRBFNet+IO.m │ ├── YCSupervisedModel+IO.h │ └── YCSupervisedModel+IO.m ├── Info.plist ├── KPM │ ├── YCKPM.h │ ├── YCKPM.m │ ├── YCKPMTrainer.h │ └── YCKPMTrainer.m ├── Kernels │ ├── YCLinearKernel.h │ ├── YCLinearKernel.m │ ├── YCModelKernel.h │ ├── YCModelKernel.m │ ├── YCRBFKernel.h │ └── YCRBFKernel.m ├── Layers │ ├── YCFullyConnectedLayer.h │ ├── YCFullyConnectedLayer.m │ ├── YCLinearLayer.h │ ├── YCLinearLayer.m │ ├── YCModelLayer.h │ ├── YCModelLayer.m │ ├── YCReLULayer.h │ ├── YCReLULayer.m │ ├── YCSigmoidLayer.h │ ├── YCSigmoidLayer.m │ ├── YCTanhLayer.h │ └── YCTanhLayer.m ├── Linear Regression │ ├── YCLinRegModel.h │ ├── YCLinRegModel.m │ ├── YCLinRegTrainer.h │ ├── YCLinRegTrainer.m │ ├── YCLinearModelProblem.h │ └── YCLinearModelProblem.m ├── Optimization │ ├── Genetic Algorithms │ │ ├── YCHYPE.h │ │ ├── YCHypE.m │ │ ├── YCNSGAII.h │ │ └── YCNSGAII.m │ ├── Gradient Descent │ │ ├── YCGradientDescent.h │ │ └── YCGradientDescent.m │ ├── Metrics │ │ ├── YCHypervolumeMetric.h │ │ └── YCHypervolumeMetric.m │ ├── RProp │ │ ├── YCRProp.h │ │ └── YCRProp.m │ ├── YCCompoundProblem.h │ ├── YCCompoundProblem.m │ ├── YCDerivativeProblem.h │ ├── YCIndividual.h │ ├── YCIndividual.m │ ├── YCOptimizer.h │ ├── YCOptimizer.m │ ├── YCPopulationBasedOptimizer.h │ ├── YCPopulationBasedOptimizer.m │ └── YCProblem.h ├── RBF │ ├── YCOLSPRESSTrainer.h │ ├── YCOLSPRESSTrainer.m │ ├── YCOLSTrainer.h │ ├── YCOLSTrainer.m │ ├── YCRBFNet.h │ └── YCRBFNet.m ├── RBM │ ├── YCBinaryRBM.h │ ├── YCBinaryRBM.m │ ├── YCCDProblem.h │ ├── YCCDProblem.m │ ├── YCCDTrainer.h │ └── YCCDTrainer.m ├── Ranking │ ├── YCRankCentrality.h │ └── YCRankCentrality.m ├── Regression Metrics │ ├── YCRegressionMetrics.h │ └── YCRegressionMetrics.m ├── SVR │ ├── YCLinkedList.h │ ├── YCLinkedList.m │ ├── YCSMOCache.h │ ├── YCSMOCache.m │ ├── YCSMORegressionTrainer.h │ ├── YCSMORegressionTrainer.m │ ├── YCSVR.h │ └── YCSVR.m ├── Surrogate Modeling │ ├── YCSurrogateModel.h │ └── YCSurrogateModel.m ├── Testing │ ├── YCMonteCarloValidation.h │ ├── YCMonteCarloValidation.m │ ├── YCValidation.h │ ├── YCValidation.m │ ├── YCkFoldValidation.h │ └── YCkFoldValidation.m ├── YCGenericModel.h ├── YCGenericModel.m ├── YCGenericTrainer.h ├── YCGenericTrainer.m ├── YCML.h ├── YCSupervisedModel.h ├── YCSupervisedModel.m ├── YCSupervisedTrainer.h └── YCSupervisedTrainer.m ├── YCMLTests ├── CHCSVParser.h ├── CHCSVParser.m ├── Info.plist 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