This repository contains implementations of several fundamental machine learning and statistical models.
- Simple Linear Regression
- Multiple Linear Regression
- Logistic Regression
- Naive Bayes
- K nearest neighbors
- Support Vector Machines
- Decision Trees
- Random Forests
- KMeans
- DBscan
- Hierarchical Clustering