├── .DS_Store ├── .gitattributes ├── 9781484222492.jpg ├── AddSubDirsToPath.m ├── Chapter_01 ├── Contents.m └── LinearRegression.m ├── Chapter_04 ├── Contents.m └── catReducer.m ├── Chapter_05 ├── Box.m ├── Contents.m ├── DrawVertices.m ├── FilterSim.m ├── Globe.m ├── MATLABPlotTypes.m ├── Pluto.png ├── SecondOrderSystemSim.m ├── SimGUI.fig ├── SimGUI.m ├── TreeDiagram.m └── TwoDDataDisplay.m ├── Chapter_07 ├── Activation.m ├── Cat.png ├── Cats1024 │ ├── IMG_0191.png │ ├── IMG_1603.png │ ├── IMG_1625.png │ ├── IMG_2398.png │ ├── IMG_2415.png │ ├── IMG_2439.png │ ├── IMG_2446.png │ ├── IMG_2654.png │ ├── IMG_3792.png │ └── IMG_3886.png ├── Contents.m ├── ConvolutionLayer.m ├── ConvolutionalNN.m ├── Convolve.m ├── FullyConnectedNN.m ├── ImageArray.m ├── Pool.m ├── ScaleImage.m ├── Softmax.m ├── TestNN.m └── TrainNN.m ├── Chapter_08 ├── ClassifierSets.m ├── Contents.m ├── DecisionTree.m ├── DrawBinaryTree.m ├── HomogeneityMeasure.m ├── SimpleClassifierDemo.m ├── SimpleClassifierExample.m └── TestDecisionTree.m ├── Chapter_09 ├── .DS_Store ├── Contents.m ├── CreateDigitImage.m ├── DigitTrainingData.m ├── GetEntry.m ├── IsValidField.m ├── NeuralNets │ ├── Contents.m │ ├── DrawNeuralNet.m │ ├── NeuralNetDeveloper.m │ ├── NeuralNetMLFF.m │ ├── NeuralNetTrainer.m │ ├── NeuralNetTraining.m │ ├── Neuron.m │ ├── SaveTS.m │ ├── TrainingMethods │ │ └── BackPropagationNNT.m │ └── questdlgwarn.m └── SavedData │ ├── Digit0FontsTS.mat │ ├── Digit0Net.mat │ ├── Digit0StepNet.mat │ ├── Digit0TrainingTS.mat │ ├── DigitNet.mat │ ├── DigitTrainingTS.mat │ ├── DigitsLogisticNet.mat │ └── DigitsStepNet.mat ├── Chapter_10 ├── AngleMeasurement.m ├── Contents.m ├── EKFPredict.m ├── EKFUpdate.m ├── Gaussian.m ├── KFInitialize.m ├── KFPredict.m ├── KFSim.m ├── KFUpdate.m ├── LinearMeasurement.m ├── OscillatorDampingRatioSim.m ├── OscillatorSim.m ├── RHSOscillator.m ├── RHSOscillatorUKF.m ├── UKFPSim.m ├── UKFPUpdate.m ├── UKFPWeight.m ├── UKFPredict.m ├── UKFSim.m ├── UKFUpdate.m └── UKFWeight.m ├── Chapter_11 ├── .DS_Store ├── AircraftSim.m ├── AircraftSimOpenLoop.m ├── AtmDensity.m ├── Combinations.m ├── Contents.m ├── DNN.mat ├── DRHSL.mat ├── EquilibriumState.m ├── FFTEnergy.m ├── FFTSim.m ├── MRAC.m ├── PID.m ├── PitchDynamicInversion.m ├── PitchNNWeights.mat ├── PitchNeuralNetTraining.m ├── QCR.m ├── RHSAircraft.m ├── RHSOscillatorControl.m ├── RHSRotor.m ├── RHSShip.m ├── RecursiveLearning.m ├── RotorSim.m ├── ShipSim.m ├── ShipSimDisturbance.m ├── SigmaPiNeuralNet.m ├── Sigmoid.m ├── SquareWave.m ├── TuningSim.m └── WrapPhase.m ├── Chapter_12 ├── .DS_Store ├── AddScan.m ├── AutoRadar.m ├── AutoRadarUKF.m ├── AutomobileInitialize.m ├── AutomobileLaneChange.m ├── AutomobilePassing.m ├── CheckForDuplicateTracks.m ├── Contents.m ├── Jacobian.m ├── MHTAutomobileDemo.m ├── MHTDistanceUKF.m ├── MHTGUI.fig ├── MHTGUI.m ├── MHTHypothesisDisplay.m ├── MHTInitialTrackScore.m ├── MHTInitialize.m ├── MHTInitializeTrk.m ├── MHTLLRUpdate.m ├── MHTMatrixSortRows.m ├── MHTMatrixTreeConvert.m ├── MHTTrackMerging.m ├── MHTTrackMgmt.m ├── MHTTrackScore.m ├── MHTTrackScoreKinematic.m ├── MHTTrackScoreSignal.m ├── MHTTrackTable.m ├── MHTTreeDiagram.m ├── MHTTrkToB.m ├── MLog.m ├── RHSAutomobile.m ├── RHSAutomobileXY.m ├── Residual.m ├── ScanToTrackAuto.m ├── SliderBar.m ├── TOMHTAssignment.m ├── TOMHTPruneTracks.m ├── TOMHTTreeAnimation.m └── UKFAutomobileDemo.m ├── Contents.m ├── GLPK ├── GLPKTest.m ├── glpk.m └── glpkcc.mexmaci64 ├── General ├── .DS_Store ├── CToDZOH.m ├── Contents.m ├── NewFigure.m ├── PlotSet.m ├── RungeKutta.m └── SaveStructure.m ├── LICENSE.txt ├── README.md └── contributing.md /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/matlab-machine-learning/HEAD/.DS_Store -------------------------------------------------------------------------------- /.gitattributes: -------------------------------------------------------------------------------- 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