machinelearning

Machine learning code
git clone git://git.laack.co/machinelearning.git
Log | Files | Refs

ModeNameSize
-rw-r--r--.gitignore4L
-rw-r--r--.ipynb_checkpoints/GradientDescentThirdDegreePolynomialV1-checkpoint.py46L
-rw-r--r--3dGraphing/3dLinear.ipynb6953L
-rw-r--r--catsAndDogs/CatAutoEncoder.ipynb283L
-rw-r--r--catsAndDogs/CatDiffuser.ipynb303L
-rw-r--r--catsAndDogs/CatOrDogIdentifierCNN.ipynb7888L
-rw-r--r--catsAndDogs/CatsNDogsTSNE.ipynb9167L
-rw-r--r--cnnPlayground/CNNWithKeras.ipynb132L
-rw-r--r--correlationCoefficient/CorrelationCoefficient.ipynb311L
-rw-r--r--creditCardFraud/CCFraudAutoencoder.ipynb857824L
-rw-r--r--dataScienceSalaries/DataScienceSalaries.ipynb30727L
-rw-r--r--dataViz/BiolDataViz.ipynb80L
-rw-r--r--dataViz/Diagram1.ipynb100L
-rw-r--r--dataViz/Diagram2.dot5L
-rw-r--r--dataViz/Diagram3.dot5L
-rw-r--r--dataViz/testingOneHotEncodingAndGraphing.ipynb517L
-rw-r--r--decisionTreeClassifierFromScratch/DecisionTreeClassifier.ipynb7193L
-rw-r--r--decisionTreeRegression/DecisionTreeAndGradientBoostingQuadratic.ipynb2366L
-rw-r--r--decisionTreeRegression/DecisionTreeRegressionQuadratic.ipynb204L
-rw-r--r--deepSorting/NeuralNetworkForSorting.ipynb379L
-rw-r--r--depression/Depression.ipynb1668L
-rw-r--r--diabetes/DiabetesPrediction.ipynb4787L
-rw-r--r--embeddings/EmbedUsingPretrainedModel.ipynb61L
-rw-r--r--embeddings/KerasEmbeddingPG.ipynb304L
-rw-r--r--fashionMNIST/BetterMLPFashionMNIST.ipynb209L
-rw-r--r--fashionMNIST/CNNFashionMNIST.ipynb243L
-rw-r--r--fashionMNIST/MLPFasionMNIST.ipynb498L
-rw-r--r--fromScratch/KNN.py149L
-rw-r--r--gradientDescent/GradientDescentLinearRegression.ipynb79L
-rw-r--r--gradientDescent/GradientDescentPolynomialRegression.ipynb352L
-rw-r--r--gradientDescent/GradientDescentThirdDegreePolynomialV1.py46L
-rw-r--r--gradientDescent/GradientDescentThirdDegreePolynomialV2.py51L
-rw-r--r--gradientDescent/StochasticGradientDescentLinearRegression.ipynb532L
-rw-r--r--housingPricePredictions/LinearRegressionHousing.ipynb871L
-rw-r--r--housingPricePredictions/LinearRegressionHousingV2.ipynb1078L
-rw-r--r--housingPricePredictions/LinearRegressionHousingV3.ipynb403L
-rw-r--r--housingPricePredictions/MLPHousingKeras.ipynb301L
-rw-r--r--housingPricePredictions/MLPHousingSciKitLearn.ipynb87L
-rw-r--r--housingPricePredictions/ProjectionView.ipynb125142L
-rw-r--r--housingPricePredictions/WideAndDeepHousing.ipynb199L
-rw-r--r--imageManipulation/ImageManipulationKeras.ipynb40L
-rw-r--r--imageSegmentation/ColorSegmentation.ipynb122L
-rw-r--r--inverseFunction/invert.ipynb6977L
-rw-r--r--irisClassification/CustomDecisionTree.ipynb829L
-rw-r--r--irisClassification/PerceptronClassification.ipynb491L
-rw-r--r--irisClassification/decisionTree.ipynb609L
-rw-r--r--irisClassification/logisticRegression.ipynb719L
-rw-r--r--irisClassification/pcaWithDecisionTree.ipynb499L
-rw-r--r--irisClassification/softmaxRegression.ipynb517L
-rw-r--r--irisClassification/svmClassifier.ipynb515L
-rw-r--r--linearRegression/.ipynb_checkpoints/LinearRegressionSciLearn-checkpoint.ipynb75L
-rw-r--r--linearRegression/.ipynb_checkpoints/Untitled-checkpoint.ipynb6L
-rw-r--r--linearRegression/CustomLinearRegression.ipynb3139L
-rw-r--r--linearRegression/LinearRegressionClosedForm.ipynb200L
-rw-r--r--linearRegression/LinearRegressionSciLearn.ipynb96L
-rw-r--r--meanAbsoluteError/MAE.ipynb60L
-rw-r--r--middleSchoolExamCheating/MiddleSchoolExamCheating.ipynb1253L
-rw-r--r--minMaxScaling/MinMaxScaling.ipynb234L
-rw-r--r--mnist/MNISTAutoencoder.ipynb238L
-rw-r--r--mnist/MNISTClassification.ipynb3093L
-rw-r--r--mnist/MNISTClassificationCNN.ipynb405L
-rw-r--r--mnist/MNISTCustomClassicalML.ipynb522L
-rw-r--r--mnist/MNISTKerasFollowAlong.ipynb288L
-rw-r--r--mnist/MNISTProperNNClassification.ipynb325L
-rw-r--r--mnist/MNISTRegressionClassificationNN.ipynb417L
-rw-r--r--mnist/MNISTSNESVD.ipynb617L
-rw-r--r--moonsClassification/ClusteringWIthDBSCAN.ipynb497L
-rw-r--r--moonsClassification/decisionTreeClassification.ipynb596L
-rw-r--r--moonsClassification/svmMoonClassificiation.ipynb1344L
-rw-r--r--moonsClassification/votingClassifier.ipynb2134L
-rw-r--r--nnFromScratch/broadcasting.ipynb240L
-rw-r--r--nnFromScratch/matMul(DP).ipynb164L
-rw-r--r--nnPruning/NaivePruningFashion.ipynb1225L
-rw-r--r--nnPruning/NaivePruningFashionNoDropout.ipynb932L
-rw-r--r--nnTextGeneration/NNTextGeneration.ipynb2917L
-rw-r--r--nnTextGeneration/NNTextGenerationWithTokens.ipynb2376L
-rw-r--r--phishingClassification/ClassificationTry2.ipynb650L
-rw-r--r--phishingClassification/PhishingClassification.ipynb914L
-rw-r--r--playingWithClustering/KMeansBlobs.ipynb617L
-rw-r--r--playingWithClustering/KMeansMultipleClusters.ipynb562L
-rw-r--r--plotlyTesting/plotly.ipynb1384L
-rw-r--r--plotlyTesting/plotlyMNISTAutoEncoder.ipynb211476L
-rw-r--r--plotlyTesting/plotlyMNISTPCA.ipynb352206L
-rw-r--r--plotlyTesting/plotlyMNISTTSNE.ipynb211149L
-rw-r--r--radialBasisFunction/RadialBasisFunction.ipynb85L
-rw-r--r--randomForestRegressor/RandomForestHousing.ipynb407L
-rw-r--r--recidivism/RecidivismLogReg.ipynb863L
-rw-r--r--recidivism/RecidivismNN.ipynb164L
-rw-r--r--rootMeanSquareError/RMSE.ipynb65L
-rw-r--r--sigmoidFunction/Sigmoid.ipynb76L
-rw-r--r--spamFilter/NNSpamFilter.ipynb342L
-rw-r--r--spamFilter/NaiveBayesSpamFilterScratch.ipynb744L
-rw-r--r--standardization/standardization.ipynb88L
-rw-r--r--studentPerformance/StudentPerformance.ipynb1671L
-rw-r--r--studentPerformance/StudentPerformanceNN.ipynb387L
-rw-r--r--svmRegression/SVMRegression.ipynb565L
-rw-r--r--tensors/TensorsWithTF.ipynb240L
-rw-r--r--trickAIImageDetection/TrickImageDetection.ipynb109L