This branch is 1 commit ahead of PacktPublishing/Python-Machine-Learning-Bootcamp:main.

Name	Name	Last commit message	Last commit date
Latest commit Tsurgene Jan 9, 2023 850c7f0 · Jan 9, 2023 History 4 Commits
Course Slides	Course Slides	Course Slides Added	Dec 19, 2022
Exercises	Exercises	Added	Nov 1, 2022
titanic	titanic	Added	Nov 1, 2022
.gitattributes	.gitattributes	Added	Nov 1, 2022
.gitignore	.gitignore	modified the gitignore to exclude .DS_Store	Jan 9, 2023
1stPlyMoons.png	1stPlyMoons.png	Added	Nov 1, 2022
3rdPolyMoons.png	3rdPolyMoons.png	Added	Nov 1, 2022
AdaBoost Classifiers Practical.ipynb	AdaBoost Classifiers Practical.ipynb	Added	Nov 1, 2022
AdaBoost Classifiers Practical.ipynb.zip	AdaBoost Classifiers Practical.ipynb.zip	Added	Nov 1, 2022
AdaBoost Regression Practical.ipynb	AdaBoost Regression Practical.ipynb	Added	Nov 1, 2022
AdaBoost Regression Practical.ipynb.zip	AdaBoost Regression Practical.ipynb.zip	Added	Nov 1, 2022
Analyze subscribers.ipynb	Analyze subscribers.ipynb	Added	Nov 1, 2022
Anomalies.png	Anomalies.png	Added	Nov 1, 2022
Bagging and Pasting Classifiers Practical.ipynb	Bagging and Pasting Classifiers Practical.ipynb	Added	Nov 1, 2022
Bagging and Pasting Classifiers Practical.ipynb.zip	Bagging and Pasting Classifiers Practical.ipynb.zip	Added	Nov 1, 2022
Bagging and Pasting Regression Practical.ipynb	Bagging and Pasting Regression Practical.ipynb	Added	Nov 1, 2022
Bagging and Pasting Regression Practical.ipynb.zip	Bagging and Pasting Regression Practical.ipynb.zip	Added	Nov 1, 2022
Boston Housing Dataset.ipynb	Boston Housing Dataset.ipynb	Added	Nov 1, 2022
Boston Housing Dataset.ipynb.zip	Boston Housing Dataset.ipynb.zip	Added	Nov 1, 2022
Cleaning input data.ipynb	Cleaning input data.ipynb	Added	Nov 1, 2022
Cleaning input data.ipynb.zip	Cleaning input data.ipynb.zip	Added	Nov 1, 2022
Column Transformers.ipynb	Column Transformers.ipynb	Added	Nov 1, 2022
Column Transformers.ipynb.zip	Column Transformers.ipynb.zip	Added	Nov 1, 2022
Creating _ Training a Binary Classifier.ipynb	Creating _ Training a Binary Classifier.ipynb	Added	Nov 1, 2022
Creating _ Training a Binary Classifier.ipynb.zip	Creating _ Training a Binary Classifier.ipynb.zip	Added	Nov 1, 2022
Creating _ Training a Multiclass Classifier.ipynb	Creating _ Training a Multiclass Classifier.ipynb	Added	Nov 1, 2022
Creating _ Training a Multiclass Classifier.ipynb.zip	Creating _ Training a Multiclass Classifier.ipynb.zip	Added	Nov 1, 2022
Cross validation.ipynb	Cross validation.ipynb	Added	Nov 1, 2022
Cross validation.ipynb.zip	Cross validation.ipynb.zip	Added	Nov 1, 2022
Custom Transformers.ipynb	Custom Transformers.ipynb	Added	Nov 1, 2022
Custom Transformers.ipynb.zip	Custom Transformers.ipynb.zip	Added	Nov 1, 2022
DBSCAN Images.ipynb	DBSCAN Images.ipynb	Added	Nov 1, 2022
DBSCAN Images.ipynb.zip	DBSCAN Images.ipynb.zip	Added	Nov 1, 2022
DBSCAN Practical.ipynb	DBSCAN Practical.ipynb	Added	Nov 1, 2022
DBSCAN Practical.ipynb.zip	DBSCAN Practical.ipynb.zip	Added	Nov 1, 2022
DT and Random Forest Regression Practical.ipynb	DT and Random Forest Regression Practical.ipynb	Added	Nov 1, 2022
DT and Random Forest Regression Practical.ipynb.zip	DT and Random Forest Regression Practical.ipynb.zip	Added	Nov 1, 2022
DTR Images.ipynb	DTR Images.ipynb	Added	Nov 1, 2022
DTR Images.ipynb.zip	DTR Images.ipynb.zip	Added	Nov 1, 2022
DTR Practical-Copy1.ipynb	DTR Practical-Copy1.ipynb	Added	Nov 1, 2022
D_tree_iris.dot	D_tree_iris.dot	Added	Nov 1, 2022
D_tree_iris.png	D_tree_iris.png	Added	Nov 1, 2022
Data Preparation _ Exploration.ipynb	Data Preparation _ Exploration.ipynb	Added	Nov 1, 2022
Data Preparation _ Exploration.ipynb.zip	Data Preparation _ Exploration.ipynb.zip	Added	Nov 1, 2022
Data format.ipynb	Data format.ipynb	Added	Nov 1, 2022
Data format.ipynb.zip	Data format.ipynb.zip	Added	Nov 1, 2022
Decision Tree Images.ipynb	Decision Tree Images.ipynb	Added	Nov 1, 2022
Decision Tree Images.ipynb.zip	Decision Tree Images.ipynb.zip	Added	Nov 1, 2022
Decision Tree Practical.ipynb	Decision Tree Practical.ipynb	Added	Nov 1, 2022
Decision Tree Practical.ipynb.zip	Decision Tree Practical.ipynb.zip	Added	Nov 1, 2022
Dimensionality Reduction Images .ipynb	Dimensionality Reduction Images .ipynb	Added	Nov 1, 2022
ElasticNetreg.png	ElasticNetreg.png	Added	Nov 1, 2022
Feature Importances.ipynb	Feature Importances.ipynb	Added	Nov 1, 2022
Feature Importances.ipynb.zip	Feature Importances.ipynb.zip	Added	Nov 1, 2022
Feature Scaling Images.ipynb	Feature Scaling Images.ipynb	Added	Nov 1, 2022
Feature Scaling.ipynb	Feature Scaling.ipynb	Added	Nov 1, 2022
Feature Scaling.ipynb.zip	Feature Scaling.ipynb.zip	Added	Nov 1, 2022
Gaussian Mixtures Practical.ipynb	Gaussian Mixtures Practical.ipynb	Added	Nov 1, 2022
Gaussian Mixtures Practical.ipynb.zip	Gaussian Mixtures Practical.ipynb.zip	Added	Nov 1, 2022
Gradient Boosting Classifiers Practical.ipynb	Gradient Boosting Classifiers Practical.ipynb	Added	Nov 1, 2022
Gradient Boosting Classifiers Practical.ipynb.zip	Gradient Boosting Classifiers Practical.ipynb.zip	Added	Nov 1, 2022
Gradient Boosting Regression Practical.ipynb	Gradient Boosting Regression Practical.ipynb	Added	Nov 1, 2022
Gradient Boosting Regression Practical.ipynb.zip	Gradient Boosting Regression Practical.ipynb.zip	Added	Nov 1, 2022
Grid _ Randomized Search.ipynb	Grid _ Randomized Search.ipynb	Added	Nov 1, 2022
Grid _ Randomized Search.ipynb.zip	Grid _ Randomized Search.ipynb.zip	Added	Nov 1, 2022
Huber Loss.ipynb	Huber Loss.ipynb	Added	Nov 1, 2022
Hyperparameters.ipynb	Hyperparameters.ipynb	Added	Nov 1, 2022
Hyperparameters.ipynb.zip	Hyperparameters.ipynb.zip	Added	Nov 1, 2022
InertiaKMNIST.png	InertiaKMNIST.png	Added	Nov 1, 2022
Isomap Practical.ipynb	Isomap Practical.ipynb	Added	Nov 1, 2022
Isomap Practical.ipynb.zip	Isomap Practical.ipynb.zip	Added	Nov 1, 2022
KMean10ClustersMNIST.png	KMean10ClustersMNIST.png	Added	Nov 1, 2022
KMean20ClustersMNIST.png	KMean20ClustersMNIST.png	Added	Nov 1, 2022
KMean24ClustersMNIST.png	KMean24ClustersMNIST.png	Added	Nov 1, 2022
KMeans Practical.ipynb	KMeans Practical.ipynb	Added	Nov 1, 2022
KMeans Practical.ipynb.zip	KMeans Practical.ipynb.zip	Added	Nov 1, 2022
KNN Images.ipynb	KNN Images.ipynb	Added	Nov 1, 2022
KNN Images.ipynb.zip	KNN Images.ipynb.zip	Added	Nov 1, 2022
KNN Practical.ipynb	KNN Practical.ipynb	Added	Nov 1, 2022
KNN Practical.ipynb.zip	KNN Practical.ipynb.zip	Added	Nov 1, 2022
KNN Regression Images.ipynb	KNN Regression Images.ipynb	Added	Nov 1, 2022
KNN Regression.ipynb	KNN Regression.ipynb	Added	Nov 1, 2022
KNN Regression.ipynb.zip	KNN Regression.ipynb.zip	Added	Nov 1, 2022
LICENSE	LICENSE	Initial commit	Nov 1, 2022
LLE Practical.ipynb	LLE Practical.ipynb	Added	Nov 1, 2022
LLE Practical.ipynb.zip	LLE Practical.ipynb.zip	Added	Nov 1, 2022
Linear Regression Practical.ipynb	Linear Regression Practical.ipynb	Added	Nov 1, 2022
Linear Regression Practical.ipynb.zip	Linear Regression Practical.ipynb.zip	Added	Nov 1, 2022
Loading Data.ipynb	Loading Data.ipynb	Added	Nov 1, 2022
Loading Data.ipynb.zip	Loading Data.ipynb.zip	Added	Nov 1, 2022
Logistic Regression Slides.ipynb	Logistic Regression Slides.ipynb	Added	Nov 1, 2022
Logistic Regression Slides.ipynb.zip	Logistic Regression Slides.ipynb.zip	Added	Nov 1, 2022
MNIST.ipynb	MNIST.ipynb	Added	Nov 1, 2022
MNIST.ipynb.zip	MNIST.ipynb.zip	Added	Nov 1, 2022
Multilabel classification.ipynb	Multilabel classification.ipynb	Added	Nov 1, 2022
Multilabel classification.ipynb.zip	Multilabel classification.ipynb.zip	Added	Nov 1, 2022
NNMF Practical.ipynb	NNMF Practical.ipynb	Added	Nov 1, 2022
NNMF Practical.ipynb.zip	NNMF Practical.ipynb.zip	Added	Nov 1, 2022
Naive Bayes Practical.ipynb	Naive Bayes Practical.ipynb	Added	Nov 1, 2022
Naive Bayes Practical.ipynb.zip	Naive Bayes Practical.ipynb.zip	Added	Nov 1, 2022
Over and under sampling.ipynb	Over and under sampling.ipynb	Added	Nov 1, 2022
Over and under sampling.ipynb.zip	Over and under sampling.ipynb.zip	Added	Nov 1, 2022
PCA Images.ipynb	PCA Images.ipynb	Added	Nov 1, 2022
PCA Images.ipynb.zip	PCA Images.ipynb.zip	Added	Nov 1, 2022
PCA Practical.ipynb	PCA Practical.ipynb	Added	Nov 1, 2022
PCA Practical.ipynb.zip	PCA Practical.ipynb.zip	Added	Nov 1, 2022
Polynomial Features.ipynb	Polynomial Features.ipynb	Added	Nov 1, 2022
Polynomial Features.ipynb.zip	Polynomial Features.ipynb.zip	Added	Nov 1, 2022
Polynomial Regression.ipynb	Polynomial Regression.ipynb	Added	Nov 1, 2022
Polynomial Regression.ipynb.zip	Polynomial Regression.ipynb.zip	Added	Nov 1, 2022
README.md	README.md	Initial commit	Nov 1, 2022
Random Forests Practical.ipynb	Random Forests Practical.ipynb	Added	Nov 1, 2022
Random Forests Practical.ipynb.zip	Random Forests Practical.ipynb.zip	Added	Nov 1, 2022
Regression Images.ipynb	Regression Images.ipynb	Added	Nov 1, 2022
Regularization Images.ipynb	Regularization Images.ipynb	Added	Nov 1, 2022
Regularization Images.ipynb.zip	Regularization Images.ipynb.zip	Added	Nov 1, 2022
Regularization in practice.ipynb	Regularization in practice.ipynb	Added	Nov 1, 2022
Regularization in practice.ipynb.zip	Regularization in practice.ipynb.zip	Added	Nov 1, 2022
Regularized Linear Regression Practical.ipynb	Regularized Linear Regression Practical.ipynb	Added	Nov 1, 2022
Regularized Linear Regression Practical.ipynb.zip	Regularized Linear Regression Practical.ipynb.zip	Added	Nov 1, 2022
SGD Regression.ipynb	SGD Regression.ipynb	Added	Nov 1, 2022
SGD Regression.ipynb.zip	SGD Regression.ipynb.zip	Added	Nov 1, 2022
SVM Images.ipynb	SVM Images.ipynb	Added	Nov 1, 2022
SVM Images.ipynb.zip	SVM Images.ipynb.zip	Added	Nov 1, 2022
SVM Practical.ipynb	SVM Practical.ipynb	Added	Nov 1, 2022
SVM Practical.ipynb.zip	SVM Practical.ipynb.zip	Added	Nov 1, 2022
SVM Regression.ipynb	SVM Regression.ipynb	Added	Nov 1, 2022
SVM Regression.ipynb.zip	SVM Regression.ipynb.zip	Added	Nov 1, 2022
SVR Images.ipynb	SVR Images.ipynb	Added	Nov 1, 2022
Saving _ Loading Models.ipynb	Saving _ Loading Models.ipynb	Added	Nov 1, 2022
Saving _ Loading Models.ipynb.zip	Saving _ Loading Models.ipynb.zip	Added	Nov 1, 2022
Scoring a Classifier.ipynb	Scoring a Classifier.ipynb	Added	Nov 1, 2022
Scoring a Classifier.ipynb.zip	Scoring a Classifier.ipynb.zip	Added	Nov 1, 2022
Semi-Supervised Learning Practical.ipynb	Semi-Supervised Learning Practical.ipynb	Added	Nov 1, 2022
Semi-Supervised Learning Practical.ipynb.zip	Semi-Supervised Learning Practical.ipynb.zip	Added	Nov 1, 2022
Silhouette Analysis.ipynb	Silhouette Analysis.ipynb	Added	Nov 1, 2022
Silhouette Analysis.ipynb.zip	Silhouette Analysis.ipynb.zip	Added	Nov 1, 2022
Spearman Rank.ipynb	Spearman Rank.ipynb	Added	Nov 1, 2022
Stacking Classifiers Practical.ipynb	Stacking Classifiers Practical.ipynb	Added	Nov 1, 2022
Stacking Classifiers Practical.ipynb.zip	Stacking Classifiers Practical.ipynb.zip	Added	Nov 1, 2022
Stacking Regression Practical.ipynb	Stacking Regression Practical.ipynb	Added	Nov 1, 2022
Stacking Regression Practical.ipynb.zip	Stacking Regression Practical.ipynb.zip	Added	Nov 1, 2022
Text _ Categorical Data.ipynb	Text _ Categorical Data.ipynb	Added	Nov 1, 2022
Text _ Categorical Data.ipynb.zip	Text _ Categorical Data.ipynb.zip	Added	Nov 1, 2022
Train Test Splitting.ipynb	Train Test Splitting.ipynb	Added	Nov 1, 2022
Train Test Splitting.ipynb.zip	Train Test Splitting.ipynb.zip	Added	Nov 1, 2022
Transformation Pipelines.ipynb	Transformation Pipelines.ipynb	Added	Nov 1, 2022
Transformation Pipelines.ipynb.zip	Transformation Pipelines.ipynb.zip	Added	Nov 1, 2022
Unsupervised Learning Images.ipynb	Unsupervised Learning Images.ipynb	Added	Nov 1, 2022
Unsupervised Learning Images.ipynb.zip	Unsupervised Learning Images.ipynb.zip	Added	Nov 1, 2022
Validation set.ipynb	Validation set.ipynb	Added	Nov 1, 2022
Validation set.ipynb.zip	Validation set.ipynb.zip	Added	Nov 1, 2022
Voting Classifier.ipynb	Voting Classifier.ipynb	Added	Nov 1, 2022
Voting Classifier.ipynb.zip	Voting Classifier.ipynb.zip	Added	Nov 1, 2022
Voting Regressor.ipynb	Voting Regressor.ipynb	Added	Nov 1, 2022
Voting Regressor.ipynb.zip	Voting Regressor.ipynb.zip	Added	Nov 1, 2022
Voting ensemble images.ipynb	Voting ensemble images.ipynb	Added	Nov 1, 2022
Writing your own model.ipynb	Writing your own model.ipynb	Added	Nov 1, 2022
blobs5Clusters.png	blobs5Clusters.png	Added	Nov 1, 2022
bostonHousingKNNReg1.png	bostonHousingKNNReg1.png	Added	Nov 1, 2022
bostonHousingKNNReg2.png	bostonHousingKNNReg2.png	Added	Nov 1, 2022
bostonHousingKNNReg3.png	bostonHousingKNNReg3.png	Added	Nov 1, 2022
companiesNumberEmployees.png	companiesNumberEmployees.png	Added	Nov 1, 2022
creditcard.csv	creditcard.csv	Added	Nov 1, 2022
cubicWithNoise.png	cubicWithNoise.png	Added	Nov 1, 2022
cubicWithNoiseDTRFit.png	cubicWithNoiseDTRFit.png	Added	Nov 1, 2022
cubicWithNoiseDTRFitComparison.png	cubicWithNoiseDTRFitComparison.png	Added	Nov 1, 2022
cubic_tree.dot	cubic_tree.dot	Added	Nov 1, 2022
cubic_tree.png	cubic_tree.png	Added	Nov 1, 2022
epsilonInsensitiveLossExample.png	epsilonInsensitiveLossExample.png	Added	Nov 1, 2022
euclideanDistance.png	euclideanDistance.png	Added	Nov 1, 2022
explainedVarianceBH.png	explainedVarianceBH.png	Added	Nov 1, 2022
formulaEditting.aux	formulaEditting.aux	Added	Nov 1, 2022
formulaEditting.log	formulaEditting.log	Added	Nov 1, 2022
formulaEditting.pdf	formulaEditting.pdf	Added	Nov 1, 2022
formulaEditting.synctex.gz	formulaEditting.synctex.gz	Added	Nov 1, 2022
formulaEditting.tex	formulaEditting.tex	Added	Nov 1, 2022
gaussianNB.png	gaussianNB.png	Added	Nov 1, 2022
gradientDescent.png	gradientDescent.png	Added	Nov 1, 2022
hardMarginsFeatureScaled.png	hardMarginsFeatureScaled.png	Added	Nov 1, 2022
hardMarginsShrunk.png	hardMarginsShrunk.png	Added	Nov 1, 2022
hingeLoss.png	hingeLoss.png	Added	Nov 1, 2022
huberLossExample.png	huberLossExample.png	Added	Nov 1, 2022
inertiaKIris.png	inertiaKIris.png	Added	Nov 1, 2022
irisClusterAssignment.png	irisClusterAssignment.png	Added	Nov 1, 2022
irisDecisionTreeMaxDepth2.png	irisDecisionTreeMaxDepth2.png	Added	Nov 1, 2022
irisDecisionTreeNoLimit.png	irisDecisionTreeNoLimit.png	Added	Nov 1, 2022
irisNClusters2.png	irisNClusters2.png	Added	Nov 1, 2022
irisNClusters3.png	irisNClusters3.png	Added	Nov 1, 2022
irisNClusters4.png	irisNClusters4.png	Added	Nov 1, 2022
irisPredictPetalWidth1.png	irisPredictPetalWidth1.png	Added	Nov 1, 2022
irisPredictPetalWidth2.png	irisPredictPetalWidth2.png	Added	Nov 1, 2022
irisPredictPetalWidth3.png	irisPredictPetalWidth3.png	Added	Nov 1, 2022
irisPredictPetalWidth4.png	irisPredictPetalWidth4.png	Added	Nov 1, 2022
irisSimpleScatter.png	irisSimpleScatter.png	Added	Nov 1, 2022
iris_tree.dot	iris_tree.dot	Added	Nov 1, 2022
iris_tree.png	iris_tree.png	Added	Nov 1, 2022
iris_tree_md2.dot	iris_tree_md2.dot	Added	Nov 1, 2022
iris_tree_md2.png	iris_tree_md2.png	Added	Nov 1, 2022
knn1Moons.png	knn1Moons.png	Added	Nov 1, 2022
knn2Moons.png	knn2Moons.png	Added	Nov 1, 2022
knn3Moons.png	knn3Moons.png	Added	Nov 1, 2022
knn4Moons.png	knn4Moons.png	Added	Nov 1, 2022
knn5Moons.png	knn5Moons.png	Added	Nov 1, 2022
knn5Moons.pngknn5Moonsp1.png	knn5Moons.pngknn5Moonsp1.png	Added	Nov 1, 2022
knn5Moons.pngknn5Moonsp2.png	knn5Moons.pngknn5Moonsp2.png	Added	Nov 1, 2022
knn5Moons.pngknn5Moonsp3.png	knn5Moons.pngknn5Moonsp3.png	Added	Nov 1, 2022
l1reg.png	l1reg.png	Added	Nov 1, 2022
l2reg.png	l2reg.png	Added	Nov 1, 2022
learningRates1.png	learningRates1.png	Added	Nov 1, 2022
learningRates2.png	learningRates2.png	Added	Nov 1, 2022
learningRates3.png	learningRates3.png	Added	Nov 1, 2022
learningRates4.png	learningRates4.png	Added	Nov 1, 2022
logLossMinimzePlot.png	logLossMinimzePlot.png	Added	Nov 1, 2022
logLossPlot.png	logLossPlot.png	Added	Nov 1, 2022
maePlot.png	maePlot.png	Added	Nov 1, 2022
manhattanDistance.png	manhattanDistance.png	Added	Nov 1, 2022
moonWithNoise.png	moonWithNoise.png	Added	Nov 1, 2022
moonsEps0.15Sam1Noise0.1.png	moonsEps0.15Sam1Noise0.1.png	Added	Nov 1, 2022
moonsEps0.15Sam2Noise0.1.png	moonsEps0.15Sam2Noise0.1.png	Added	Nov 1, 2022
moonsEps0.1Sam3Noise0.1.png	moonsEps0.1Sam3Noise0.1.png	Added	Nov 1, 2022
moonsEps0.1Sam3Noise0.png	moonsEps0.1Sam3Noise0.png	Added	Nov 1, 2022
moonsEps0.2Sam2Noise0.1.png	moonsEps0.2Sam2Noise0.1.png	Added	Nov 1, 2022
moonsEps0.2Sam3Noise0.1.png	moonsEps0.2Sam3Noise0.1.png	Added	Nov 1, 2022
moonsEps0.3Sam3Noise0.1.png	moonsEps0.3Sam3Noise0.1.png	Added	Nov 1, 2022
moonsEps0.3Sam4Noise0.1.png	moonsEps0.3Sam4Noise0.1.png	Added	Nov 1, 2022
moonsEps0.3Sam5Noise0.1.png	moonsEps0.3Sam5Noise0.1.png	Added	Nov 1, 2022
moonsEps0.3Sam6Noise0.1.png	moonsEps0.3Sam6Noise0.1.png	Added	Nov 1, 2022
moonsEps0.3Sam7Noise0.1.png	moonsEps0.3Sam7Noise0.1.png	Added	Nov 1, 2022
moonsEps0.4Sam10Noise0.1.png	moonsEps0.4Sam10Noise0.1.png	Added	Nov 1, 2022
moonsEps0.4Sam7Noise0.1.png	moonsEps0.4Sam7Noise0.1.png	Added	Nov 1, 2022
moonsEps0.4Sam8Noise0.1.png	moonsEps0.4Sam8Noise0.1.png	Added	Nov 1, 2022
moonsEps0.4Sam9Noise0.1.png	moonsEps0.4Sam9Noise0.1.png	Added	Nov 1, 2022
moonsEps0.5Sam10Noise0.1.png	moonsEps0.5Sam10Noise0.1.png	Added	Nov 1, 2022
moonsEps0.5Sam5Noise0.1.png	moonsEps0.5Sam5Noise0.1.png	Added	Nov 1, 2022
moonsEps0.5Sam7Noise0.1.png	moonsEps0.5Sam7Noise0.1.png	Added	Nov 1, 2022
moonsPolySVM.png	moonsPolySVM.png	Added	Nov 1, 2022
moonsPolySVMGamme1.png	moonsPolySVMGamme1.png	Added	Nov 1, 2022
moonsPolySVMGamme10.png	moonsPolySVMGamme10.png	Added	Nov 1, 2022
moonsRBFSVMGamme0_1.png	moonsRBFSVMGamme0_1.png	Added	Nov 1, 2022
moonsRBFSVMGamme1.png	moonsRBFSVMGamme1.png	Added	Nov 1, 2022
moonsRBFSVMGamme10.png	moonsRBFSVMGamme10.png	Added	Nov 1, 2022
moonsRBFSVMGamme11.png	moonsRBFSVMGamme11.png	Added	Nov 1, 2022
moonsRBFSVMGamme11SSplit.png	moonsRBFSVMGamme11SSplit.png	Added	Nov 1, 2022
moonsSigmoidSVM.png	moonsSigmoidSVM.png	Added	Nov 1, 2022
moonsSigmoidSVM2.png	moonsSigmoidSVM2.png	Added	Nov 1, 2022
moonsSigmoidSVMBasic.png	moonsSigmoidSVMBasic.png	Added	Nov 1, 2022
moonsSigmoidSVMExtraSamples.png	moonsSigmoidSVMExtraSamples.png	Added	Nov 1, 2022
moonsTransform.png	moonsTransform.png	Added	Nov 1, 2022
msePlot.png	msePlot.png	Added	Nov 1, 2022
multinomialNB.png	multinomialNB.png	Added	Nov 1, 2022
nonConvexFunction.png	nonConvexFunction.png	Added	Nov 1, 2022
normalFit.png	normalFit.png	Added	Nov 1, 2022
overFit.png	overFit.png	Added	Nov 1, 2022
pearsonVsSpearman.png	pearsonVsSpearman.png	Added	Nov 1, 2022
projection2D1D.png	projection2D1D.png	Added	Nov 1, 2022
projection3D1D.png	projection3D1D.png	Added	Nov 1, 2022
projection3D2D.png	projection3D2D.png	Added	Nov 1, 2022
projectionAcrossDifferentAxes.png	projectionAcrossDifferentAxes.png	Added	Nov 1, 2022
projectionMinimalVariance.png	projectionMinimalVariance.png	Added	Nov 1, 2022
rbfPlotGamma1.png	rbfPlotGamma1.png	Added	Nov 1, 2022
rbfPlotGamma10.png	rbfPlotGamma10.png	Added	Nov 1, 2022
sManifold.png	sManifold.png	Added	Nov 1, 2022
sepWithoutSVM.png	sepWithoutSVM.png	Added	Nov 1, 2022
sigmoidFunction.png	sigmoidFunction.png	Added	Nov 1, 2022
softMarginsShrunk.png	softMarginsShrunk.png	Added	Nov 1, 2022
softVotingCLF.png	softVotingCLF.png	Added	Nov 1, 2022
sqEpsilonInsensitiveLossExample.png	sqEpsilonInsensitiveLossExample.png	Added	Nov 1, 2022
svmLinSepOptions.png	svmLinSepOptions.png	Added	Nov 1, 2022
svmLinearSep.png	svmLinearSep.png	Added	Nov 1, 2022
svmLinearSepOnStreet.png	svmLinearSepOnStreet.png	Added	Nov 1, 2022
svmRegLinSepOptions.png	svmRegLinSepOptions.png	Added	Nov 1, 2022
svmRegLinearSep.png	svmRegLinearSep.png	Added	Nov 1, 2022
svmRegLinearSepEps.png	svmRegLinearSepEps.png	Added	Nov 1, 2022
tSNE Practical.ipynb	tSNE Practical.ipynb	Added	Nov 1, 2022
tSNE Practical.ipynb.zip	tSNE Practical.ipynb.zip	Added	Nov 1, 2022
testProgram.py	testProgram.py	Added	Nov 1, 2022
twoPoints.png	twoPoints.png	Added	Nov 1, 2022
ultimateMNISTClassifier.pkl	ultimateMNISTClassifier.pkl	Added	Nov 1, 2022
ultimateMNISTClassifierJoblibSave.pkl	ultimateMNISTClassifierJoblibSave.pkl	Added	Nov 1, 2022
ultimateMNISTClassifierPickleSave.pkl	ultimateMNISTClassifierPickleSave.pkl	Added	Nov 1, 2022
ultimateMNISTClassifierPipeline.pkl	ultimateMNISTClassifierPipeline.pkl	Added	Nov 1, 2022
underFit.png	underFit.png	Added	Nov 1, 2022
unrolledS.png	unrolledS.png	Added	Nov 1, 2022
unrolledSDifferentColor.png	unrolledSDifferentColor.png	Added	Nov 1, 2022
validationVsTrainingLoss.png	validationVsTrainingLoss.png	Added	Nov 1, 2022
validationVsTrainingLossManualAnnotation.png	validationVsTrainingLossManualAnnotation.png	Added	Nov 1, 2022
weekTimeBreakdown.png	weekTimeBreakdown.png	Added	Nov 1, 2022