Machine Learning Programs

Programs I worte while learning Machine Learning

Program Descriptions

breast_cancer.py Classifies if Breast Cancer is malignant or benign using the K-Nearest Neighbours Algorithm from Scikit-Learn
k_means.py Uses KMeans Clustering Algorithm from Scikit Learn
k_means_custom.py KMeans Clustering Algorithm from scratch
k_means_titanic.py KMeans Clustering Algorithm used on the Titanic Dataset
KNN.py K-Nearest Neighbours Algorithm written from scratch
mean_shift.py Uses Mean Shift Clustering Algorithm from Scikit-Learn
mean_shift_custom.py Mean Shift Clustering Algorithm written from scratch
mean_shift_titanic.py Mean Shift Clustering Algorithm used on the Titanic Dataset
regression.py Linear Regression Algorithm from Scikit Learn used Google Stock Data
svm.py A Support Vector Machine written from Scratch