Statistical-Machine-Learning

This repository contains the codes for the assignments given in Statistical Machine Learning course offered in FALL 2019

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
Fisher'sLinearClassifier.ipynb		Fisher'sLinearClassifier.ipynb
GMM.jpg		GMM.jpg
GaussianMixtureModels.py		GaussianMixtureModels.py
KNN from scratch.py		KNN from scratch.py
Kmeans alt errors plot.jpg		Kmeans alt errors plot.jpg
Kmeans alternative.jpg		Kmeans alternative.jpg
Kmeans from scratch alternative.py		Kmeans from scratch alternative.py
Kmeans from scratch.py		Kmeans from scratch.py
Kmeans_clusters.jpg		Kmeans_clusters.jpg
Kmeans_error_plot.jpg		Kmeans_error_plot.jpg
PerceptronLinearClassifier.ipynb		PerceptronLinearClassifier.ipynb
README.md		README.md
fisher's_decision_boundary.jpg		fisher's_decision_boundary.jpg
knn accuracy plot.jpg		knn accuracy plot.jpg
least_sqaures_decision_boundary.jpg		least_sqaures_decision_boundary.jpg
linearClassifier_leastSquares.ipynb		linearClassifier_leastSquares.ipynb
perceptron_decision_boundary.jpg		perceptron_decision_boundary.jpg

Provide feedback