In this repository I have compiled some of the classical ML algorithms I have implemented in Python
Those algorithms inlude:
K-Nearest-Neighbour
Decision Tree Classification and Regression
Support Vector Machine
Support Vector Regression
Linear Regression (with Lasso and Ridge normalization)
Naive Bayes Classification
Linear Discriminant Analysis
Quadratic Discriminant Analysis
Logistic Regression
PCA
Hierarchical Clustering
K-Means Clustering
DBScan