Name		Name	Last commit message	Last commit date
Latest commit History 24 Commits
.gitignore		.gitignore
01-Preliminaries.ipynb		01-Preliminaries.ipynb
02.1-Machine-Learning-Intro.ipynb		02.1-Machine-Learning-Intro.ipynb
02.2-Basic-Principles.ipynb		02.2-Basic-Principles.ipynb
03.1-Classification-SVMs.ipynb		03.1-Classification-SVMs.ipynb
03.2-Regression-Forests.ipynb		03.2-Regression-Forests.ipynb
04.1-Dimensionality-PCA.ipynb		04.1-Dimensionality-PCA.ipynb
04.2-Clustering-KMeans.ipynb		04.2-Clustering-KMeans.ipynb
04.3-Density-GMM.ipynb		04.3-Density-GMM.ipynb
05 SGD.html		05 SGD.html
05-Validation.ipynb		05-Validation.ipynb
1. Linear Regression_advertisement.ipynb		1. Linear Regression_advertisement.ipynb
1_linear_regression.ipynb		1_linear_regression.ipynb
Boston.ipynb		Boston.ipynb
Breast cancer.ipynb		Breast cancer.ipynb
Classification_IRIS_KNN.ipynb		Classification_IRIS_KNN.ipynb
DataSet.png		DataSet.png
Digits.ipynb		Digits.ipynb
Dimensionality_Reduction.ipynb		Dimensionality_Reduction.ipynb
Exploratory data analysis (EDA) On IRIS.ipynb		Exploratory data analysis (EDA) On IRIS.ipynb
Image_classification_on_CIFAR_10.py		Image_classification_on_CIFAR_10.py
Introduction to Clustering .ipynb		Introduction to Clustering .ipynb
Introduction to Reinforcement Learning .ipynb		Introduction to Reinforcement Learning .ipynb
Introduction-to-K-means-Clustering-Example.ipynb		Introduction-to-K-means-Clustering-Example.ipynb
Iris.ipynb		Iris.ipynb
K-means.py		K-means.py
KMeans_Cluster_Algrothim .ipynb		KMeans_Cluster_Algrothim .ipynb
KMeans_Cluster_Iris.py		KMeans_Cluster_Iris.py
LICENSE		LICENSE
Linear_Regression.PNG		Linear_Regression.PNG
Linear_Regression_Methods.ipynb		Linear_Regression_Methods.ipynb
Linear_Regression_Practice.ipynb		Linear_Regression_Practice.ipynb
LogisticRegression_Vectorized_Implementation.ipynb		LogisticRegression_Vectorized_Implementation.ipynb
Mean_Shift.ipynb		Mean_Shift.ipynb
Multi-variate LASSO regression with CV.ipynb		Multi-variate LASSO regression with CV.ipynb
Polynomial_Regression.py		Polynomial_Regression.py
RBF.PNG		RBF.PNG
README.md		README.md
Random_Forest_Regression.ipynb		Random_Forest_Regression.ipynb
Random_forest.html		Random_forest.html
Regression		Regression
Regularized polynomial regression with linear and random sampling.ipynb		Regularized polynomial regression with linear and random sampling.ipynb
Reinforcement Learning.ipynb		Reinforcement Learning.ipynb
SVM_IRIS.py		SVM_IRIS.py
Simple_Linear_Regression.py		Simple_Linear_Regression.py
color_quantization.ipynb		color_quantization.ipynb
dbscan.ipynb		dbscan.ipynb
diabetes.ipynb		diabetes.ipynb
digits_agglomeration.ipynb		digits_agglomeration.ipynb
hierarchical clustering.ipynb		hierarchical clustering.ipynb
linnerud.ipynb		linnerud.ipynb
machine-learning-hierarchy.jpg		machine-learning-hierarchy.jpg
plot_cluster_comparison.ipynb		plot_cluster_comparison.ipynb
scikit-learn-k-means.ipynb		scikit-learn-k-means.ipynb

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