mltool-0.2.0.1: Machine Learning Toolbox

Index

ActivationMachineLearning.NeuralNetwork.TopologyMaker
addBiasDimensionMachineLearning
affineBackwardMachineLearning.NeuralNetwork.Layer
affineForwardMachineLearning.NeuralNetwork.Layer
AReluMachineLearning.NeuralNetwork.TopologyMaker
ASigmoidMachineLearning.NeuralNetwork.TopologyMaker
ATanhMachineLearning.NeuralNetwork.TopologyMaker
backwardRegMachineLearning.NeuralNetwork.Regularization
BFGS2MachineLearning.Optimization, MachineLearning.Regression, MachineLearning.Classification.OneVsAll, MachineLearning.Classification.Binary
Cache 
1 (Type/Class)MachineLearning.NeuralNetwork.Layer
2 (Data Constructor)MachineLearning.NeuralNetwork.Layer
cacheWMachineLearning.NeuralNetwork.Layer
cacheXMachineLearning.NeuralNetwork.Layer
cacheZMachineLearning.NeuralNetwork.Layer
calcAccuracyMachineLearning.Classification.OneVsAll, MachineLearning.Classification.Binary, MachineLearning.NeuralNetwork
ccostMachineLearning.Classification.MultiClass, MachineLearning.SoftmaxClassifier, MachineLearning.MultiSvmClassifier
ccostRegMachineLearning.Classification.MultiClass, MachineLearning.SoftmaxClassifier, MachineLearning.MultiSvmClassifier
cgradientMachineLearning.Classification.MultiClass, MachineLearning.SoftmaxClassifier, MachineLearning.MultiSvmClassifier
cgradientRegMachineLearning.Classification.MultiClass, MachineLearning.SoftmaxClassifier, MachineLearning.MultiSvmClassifier
checkGradientMachineLearning.Optimization
chypothesisMachineLearning.Classification.MultiClass, MachineLearning.SoftmaxClassifier, MachineLearning.MultiSvmClassifier
ClassifierMachineLearning.Classification.MultiClass, MachineLearning.SoftmaxClassifier, MachineLearning.MultiSvmClassifier
ClusterMachineLearning.Clustering
cnumClassesMachineLearning.Classification.MultiClass, MachineLearning.SoftmaxClassifier, MachineLearning.MultiSvmClassifier
ConjugateGradientFRMachineLearning.Optimization, MachineLearning.Regression, MachineLearning.Classification.OneVsAll, MachineLearning.Classification.Binary
ConjugateGradientPRMachineLearning.Optimization, MachineLearning.Regression, MachineLearning.Classification.OneVsAll, MachineLearning.Classification.Binary
costMachineLearning.Model, MachineLearning.LogisticModel, MachineLearning.Regression, MachineLearning.SoftmaxClassifier, MachineLearning.NeuralNetwork, MachineLearning.MultiSvmClassifier
costRegMachineLearning.Regularization
cscoreMachineLearning.Classification.MultiClass, MachineLearning.SoftmaxClassifier, MachineLearning.MultiSvmClassifier
featureNormalizationMachineLearning
flattenMachineLearning.NeuralNetwork.Topology
forwardRegMachineLearning.NeuralNetwork.Regularization
getDimReducerMachineLearning.PCA
getDimReducer_rvMachineLearning.PCA
getRandomRListMMachineLearning.Random
getRandomRMatrixMMachineLearning.Random
getRandomRVectorMMachineLearning.Random
gradient 
1 (Function)MachineLearning.NeuralNetwork.TanhActivation
2 (Function)MachineLearning.NeuralNetwork.ReluActivation
3 (Function)MachineLearning.Model, MachineLearning.LogisticModel, MachineLearning.Regression, MachineLearning.SoftmaxClassifier, MachineLearning.NeuralNetwork, MachineLearning.MultiSvmClassifier
4 (Function)MachineLearning.NeuralNetwork.SigmoidActivation
5 (Function)MachineLearning.NeuralNetwork.LogisticLoss
6 (Function)MachineLearning.NeuralNetwork.SoftmaxLoss
7 (Function)MachineLearning.NeuralNetwork.MultiSvmLoss
GradientDescentMachineLearning.Optimization, MachineLearning.Regression, MachineLearning.Classification.OneVsAll, MachineLearning.Classification.Binary
gradientDescentMachineLearning.Optimization.GradientDescent
gradientRegMachineLearning.Regularization
heMachineLearning.NeuralNetwork.WeightInitialization
hypothesisMachineLearning.Model, MachineLearning.LogisticModel, MachineLearning.Regression, MachineLearning.SoftmaxClassifier, MachineLearning.NeuralNetwork, MachineLearning.MultiSvmClassifier
initializeThetaMachineLearning.NeuralNetwork.Topology, MachineLearning.NeuralNetwork
initializeThetaIOMachineLearning.NeuralNetwork.Topology, MachineLearning.NeuralNetwork
initializeThetaMMachineLearning.NeuralNetwork.Topology, MachineLearning.NeuralNetwork
kmeansMachineLearning.Clustering
kmeansIterMMachineLearning.Clustering
L2MachineLearning.Regularization, MachineLearning.NeuralNetwork.Regularization, MachineLearning.Regression, MachineLearning.Classification.OneVsAll, MachineLearning.Classification.Binary, MachineLearning.Classification.MultiClass, MachineLearning.SoftmaxClassifier, MachineLearning.NeuralNetwork, MachineLearning.MultiSvmClassifier
lActivationMachineLearning.NeuralNetwork.Layer
lActivationGradientMachineLearning.NeuralNetwork.Layer
Layer 
1 (Type/Class)MachineLearning.NeuralNetwork.Layer
2 (Data Constructor)MachineLearning.NeuralNetwork.Layer
lBackwardMachineLearning.NeuralNetwork.Layer
learn 
1 (Function)MachineLearning.Classification.OneVsAll
2 (Function)MachineLearning.Classification.Binary
learnOneVsAllWithProgressBarMachineLearning.TerminalProgress
learnWithProgressBarMachineLearning.TerminalProgress
LeastSquaresMachineLearning.LeastSquaresModel, MachineLearning.Regression
LeastSquaresModelMachineLearning.LeastSquaresModel, MachineLearning.Regression
lForwardMachineLearning.NeuralNetwork.Layer
lInitializeThetaMMachineLearning.NeuralNetwork.Layer
listOfTuplesToListMachineLearning.Utils
LLogisticMachineLearning.NeuralNetwork.TopologyMaker
LMultiSvmMachineLearning.NeuralNetwork.TopologyMaker
LogisticMachineLearning.LogisticModel
LogisticModelMachineLearning.LogisticModel
LossMachineLearning.NeuralNetwork.TopologyMaker
loss 
1 (Function)MachineLearning.NeuralNetwork.LogisticLoss
2 (Function)MachineLearning.NeuralNetwork.SoftmaxLoss
3 (Function)MachineLearning.NeuralNetwork.MultiSvmLoss
4 (Function)MachineLearning.NeuralNetwork.Topology
LossFuncMachineLearning.NeuralNetwork.Topology
LSoftmaxMachineLearning.NeuralNetwork.TopologyMaker
lUnitsMachineLearning.NeuralNetwork.Layer
makeTopology 
1 (Function)MachineLearning.NeuralNetwork.Topology
2 (Function)MachineLearning.NeuralNetwork.TopologyMaker
mapFeaturesMachineLearning
MatrixMachineLearning.Types
meanStddevMachineLearning
MinibatchGradientDescentMachineLearning.Optimization, MachineLearning.Regression, MachineLearning.Classification.OneVsAll, MachineLearning.Classification.Binary
minibatchGradientDescentMachineLearning.Optimization.MinibatchGradientDescent
minimizeMachineLearning.Optimization, MachineLearning.Regression
MinimizeMethodMachineLearning.Optimization, MachineLearning.Regression, MachineLearning.Classification.OneVsAll, MachineLearning.Classification.Binary
ModelMachineLearning.Model, MachineLearning.LogisticModel, MachineLearning.Regression, MachineLearning.SoftmaxClassifier, MachineLearning.NeuralNetwork, MachineLearning.MultiSvmClassifier
MultiClassMachineLearning.Classification.MultiClass, MachineLearning.SoftmaxClassifier, MachineLearning.MultiSvmClassifier
MultiClassModelMachineLearning.Classification.MultiClass, MachineLearning.SoftmaxClassifier, MachineLearning.MultiSvmClassifier
MultiSvmMachineLearning.MultiSvmClassifier
MultiSvmClassifierMachineLearning.MultiSvmClassifier
NeuralNetworkMachineLearning.NeuralNetwork
NeuralNetworkModelMachineLearning.NeuralNetwork
nguyenMachineLearning.NeuralNetwork.WeightInitialization
normalEquationMachineLearning.Regression
normalEquation_pMachineLearning.Regression
numberOutputsMachineLearning.NeuralNetwork.Topology
predict 
1 (Function)MachineLearning.Classification.OneVsAll
2 (Function)MachineLearning.Classification.Binary
processOutputMachineLearning.Classification.MultiClass, MachineLearning.SoftmaxClassifier, MachineLearning.MultiSvmClassifier
propagateBackwardMachineLearning.NeuralNetwork.Topology
propagateForwardMachineLearning.NeuralNetwork.Topology
RMachineLearning.Types
reduceByColumnsMachineLearning.Utils
reduceByColumnsVMachineLearning.Utils
reduceByRowsMachineLearning.Utils
reduceByRowsVMachineLearning.Utils
RegNoneMachineLearning.Regularization, MachineLearning.NeuralNetwork.Regularization, MachineLearning.Regression, MachineLearning.Classification.OneVsAll, MachineLearning.Classification.Binary, MachineLearning.Classification.MultiClass, MachineLearning.SoftmaxClassifier, MachineLearning.NeuralNetwork, MachineLearning.MultiSvmClassifier
RegularizationMachineLearning.Regularization, MachineLearning.NeuralNetwork.Regularization, MachineLearning.Regression, MachineLearning.Classification.OneVsAll, MachineLearning.Classification.Binary, MachineLearning.Classification.MultiClass, MachineLearning.SoftmaxClassifier, MachineLearning.NeuralNetwork, MachineLearning.MultiSvmClassifier
reluMachineLearning.NeuralNetwork.ReluActivation
removeBiasDimensionMachineLearning
sampleMachineLearning.Random
sampleMMachineLearning.Random
scores 
1 (Function)MachineLearning.NeuralNetwork.LogisticLoss
2 (Function)MachineLearning.NeuralNetwork.SoftmaxLoss
3 (Function)MachineLearning.NeuralNetwork.MultiSvmLoss
sigmoidMachineLearning.LogisticModel, MachineLearning.NeuralNetwork.SigmoidActivation
sigmoidGradientMachineLearning.LogisticModel
SoftmaxMachineLearning.SoftmaxClassifier
SoftmaxClassifierMachineLearning.SoftmaxClassifier
splitToXYMachineLearning
sumByColumnsMachineLearning.Utils
sumByRowsMachineLearning.Utils
tanhMachineLearning.NeuralNetwork.TanhActivation
TopologyMachineLearning.NeuralNetwork.Topology, MachineLearning.NeuralNetwork
unflattenMachineLearning.NeuralNetwork.Topology
VectorMachineLearning.Types