Machine Learning basic algorithms with plain Python

This repo contains basic (classic) algorithms used in machine learning. All implementations are built from scratch and without using additional Python libraries.

• Linear Regression
• Logistic Regression
• Perceptron (with clear step by step plots!)
• Decision Trees (regression tree and classification tree)
• SVM