文件名称:machineLearning-master
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python编写的一些机器学习算法,包含监督学习和非监督学习-Some machine learning algorithms written in python, including supervised learning and unsupervised learning
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下载文件列表
machineLearning-master/
machineLearning-master/LICENSE.txt
machineLearning-master/README.md
machineLearning-master/diagnosticTests/
machineLearning-master/diagnosticTests/README.md
machineLearning-master/diagnosticTests/ex5.m
machineLearning-master/diagnosticTests/ex5data1.mat
machineLearning-master/diagnosticTests/featureNormalize.m
machineLearning-master/diagnosticTests/fmincg.m
machineLearning-master/diagnosticTests/learningCurve.m
machineLearning-master/diagnosticTests/linearRegCostFunction.m
machineLearning-master/diagnosticTests/plotFit.m
machineLearning-master/diagnosticTests/polyFeatures.m
machineLearning-master/diagnosticTests/submit.m
machineLearning-master/diagnosticTests/submitWeb.m
machineLearning-master/diagnosticTests/trainLinearReg.m
machineLearning-master/diagnosticTests/validationCurve.m
machineLearning-master/imagesForExplanation/
machineLearning-master/imagesForExplanation/ArtificialNeuronModel.jpg
machineLearning-master/imagesForExplanation/ArtificialNeuronSimulateLogicalAND.jpg
machineLearning-master/imagesForExplanation/CostFunctionExampleWithTheta_0AndTheta_1.jpg
machineLearning-master/imagesForExplanation/GradientDescentWithMutlipleLocalMinimum.jpg
machineLearning-master/imagesForExplanation/LabeledNeuron.jpg
machineLearning-master/imagesForExplanation/NeuralNetwork.jpg
machineLearning-master/imagesForExplanation/NeuralNetworkEquations.jpg
machineLearning-master/imagesForExplanation/UnderFitAndOverFit.jpg
machineLearning-master/imagesForExplanation/equations/
machineLearning-master/imagesForExplanation/equations/gradientDescentUpdateTheta_j.gif
machineLearning-master/supervisedLearning/
machineLearning-master/supervisedLearning/LinearAlgebraReview.md
machineLearning-master/supervisedLearning/linearRegressionIn1Variable/
machineLearning-master/supervisedLearning/linearRegressionIn1Variable/README.md
machineLearning-master/supervisedLearning/linearRegressionIn1Variable/computeCost.m
machineLearning-master/supervisedLearning/linearRegressionIn1Variable/gradientDescent.m
machineLearning-master/supervisedLearning/linearRegressionIn1Variable/inputTrainingSet.txt
machineLearning-master/supervisedLearning/linearRegressionIn1Variable/plotData.m
machineLearning-master/supervisedLearning/linearRegressionIn1Variable/run.m
machineLearning-master/supervisedLearning/linearRegressionInMultipleVariables/
machineLearning-master/supervisedLearning/linearRegressionInMultipleVariables/README.md
machineLearning-master/supervisedLearning/linearRegressionInMultipleVariables/computeCostMulti.m
machineLearning-master/supervisedLearning/linearRegressionInMultipleVariables/featureNormalize.m
machineLearning-master/supervisedLearning/linearRegressionInMultipleVariables/gradientDescentMulti.m
machineLearning-master/supervisedLearning/linearRegressionInMultipleVariables/inputTrainingSet.txt
machineLearning-master/supervisedLearning/linearRegressionInMultipleVariables/normalEquation.m
machineLearning-master/supervisedLearning/linearRegressionInMultipleVariables/run.m
machineLearning-master/supervisedLearning/logisticRegression/
machineLearning-master/supervisedLearning/logisticRegression/README.md
machineLearning-master/supervisedLearning/logisticRegression/costFunction.m
machineLearning-master/supervisedLearning/logisticRegression/costFunctionExample.m
machineLearning-master/supervisedLearning/logisticRegression/costFunctionReg.m
machineLearning-master/supervisedLearning/logisticRegression/inputTrainingSet1.txt
machineLearning-master/supervisedLearning/logisticRegression/inputTrainingSet2.txt
machineLearning-master/supervisedLearning/logisticRegression/mapFeature.m
machineLearning-master/supervisedLearning/logisticRegression/plotData.m
machineLearning-master/supervisedLearning/logisticRegression/plotDecisionBoundary.m
machineLearning-master/supervisedLearning/logisticRegression/predict.m
machineLearning-master/supervisedLearning/logisticRegression/runExample.m
machineLearning-master/supervisedLearning/logisticRegression/runRegularizedExample.m
machineLearning-master/supervisedLearning/logisticRegression/sigmoid.m
machineLearning-master/unsupervisedLearning/
machineLearning-master/unsupervisedLearning/neuralNetworks/
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/README.md
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/Theta1AndTheta2.mat
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/costFunctionRegularized.m
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/displayData.m
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/fmincg.m
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/inputTrainingSetOf5000HandwrittenDigitsAndLabels.mat
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/oneVsAll.m
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/predict.m
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/predictOneVsAll.m
machineLearning-master/LICENSE.txt
machineLearning-master/README.md
machineLearning-master/diagnosticTests/
machineLearning-master/diagnosticTests/README.md
machineLearning-master/diagnosticTests/ex5.m
machineLearning-master/diagnosticTests/ex5data1.mat
machineLearning-master/diagnosticTests/featureNormalize.m
machineLearning-master/diagnosticTests/fmincg.m
machineLearning-master/diagnosticTests/learningCurve.m
machineLearning-master/diagnosticTests/linearRegCostFunction.m
machineLearning-master/diagnosticTests/plotFit.m
machineLearning-master/diagnosticTests/polyFeatures.m
machineLearning-master/diagnosticTests/submit.m
machineLearning-master/diagnosticTests/submitWeb.m
machineLearning-master/diagnosticTests/trainLinearReg.m
machineLearning-master/diagnosticTests/validationCurve.m
machineLearning-master/imagesForExplanation/
machineLearning-master/imagesForExplanation/ArtificialNeuronModel.jpg
machineLearning-master/imagesForExplanation/ArtificialNeuronSimulateLogicalAND.jpg
machineLearning-master/imagesForExplanation/CostFunctionExampleWithTheta_0AndTheta_1.jpg
machineLearning-master/imagesForExplanation/GradientDescentWithMutlipleLocalMinimum.jpg
machineLearning-master/imagesForExplanation/LabeledNeuron.jpg
machineLearning-master/imagesForExplanation/NeuralNetwork.jpg
machineLearning-master/imagesForExplanation/NeuralNetworkEquations.jpg
machineLearning-master/imagesForExplanation/UnderFitAndOverFit.jpg
machineLearning-master/imagesForExplanation/equations/
machineLearning-master/imagesForExplanation/equations/gradientDescentUpdateTheta_j.gif
machineLearning-master/supervisedLearning/
machineLearning-master/supervisedLearning/LinearAlgebraReview.md
machineLearning-master/supervisedLearning/linearRegressionIn1Variable/
machineLearning-master/supervisedLearning/linearRegressionIn1Variable/README.md
machineLearning-master/supervisedLearning/linearRegressionIn1Variable/computeCost.m
machineLearning-master/supervisedLearning/linearRegressionIn1Variable/gradientDescent.m
machineLearning-master/supervisedLearning/linearRegressionIn1Variable/inputTrainingSet.txt
machineLearning-master/supervisedLearning/linearRegressionIn1Variable/plotData.m
machineLearning-master/supervisedLearning/linearRegressionIn1Variable/run.m
machineLearning-master/supervisedLearning/linearRegressionInMultipleVariables/
machineLearning-master/supervisedLearning/linearRegressionInMultipleVariables/README.md
machineLearning-master/supervisedLearning/linearRegressionInMultipleVariables/computeCostMulti.m
machineLearning-master/supervisedLearning/linearRegressionInMultipleVariables/featureNormalize.m
machineLearning-master/supervisedLearning/linearRegressionInMultipleVariables/gradientDescentMulti.m
machineLearning-master/supervisedLearning/linearRegressionInMultipleVariables/inputTrainingSet.txt
machineLearning-master/supervisedLearning/linearRegressionInMultipleVariables/normalEquation.m
machineLearning-master/supervisedLearning/linearRegressionInMultipleVariables/run.m
machineLearning-master/supervisedLearning/logisticRegression/
machineLearning-master/supervisedLearning/logisticRegression/README.md
machineLearning-master/supervisedLearning/logisticRegression/costFunction.m
machineLearning-master/supervisedLearning/logisticRegression/costFunctionExample.m
machineLearning-master/supervisedLearning/logisticRegression/costFunctionReg.m
machineLearning-master/supervisedLearning/logisticRegression/inputTrainingSet1.txt
machineLearning-master/supervisedLearning/logisticRegression/inputTrainingSet2.txt
machineLearning-master/supervisedLearning/logisticRegression/mapFeature.m
machineLearning-master/supervisedLearning/logisticRegression/plotData.m
machineLearning-master/supervisedLearning/logisticRegression/plotDecisionBoundary.m
machineLearning-master/supervisedLearning/logisticRegression/predict.m
machineLearning-master/supervisedLearning/logisticRegression/runExample.m
machineLearning-master/supervisedLearning/logisticRegression/runRegularizedExample.m
machineLearning-master/supervisedLearning/logisticRegression/sigmoid.m
machineLearning-master/unsupervisedLearning/
machineLearning-master/unsupervisedLearning/neuralNetworks/
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/README.md
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/Theta1AndTheta2.mat
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/costFunctionRegularized.m
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/displayData.m
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/fmincg.m
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/inputTrainingSetOf5000HandwrittenDigitsAndLabels.mat
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/oneVsAll.m
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/predict.m
machineLearning-master/unsupervisedLearning/neuralNetworks/digitRecognition/predictOneVsAll.m
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