Algorithms for Data Science

Collection of algorithms from scratch in operation research, machine learning, discrete math, statistics. Use only R / Python (numpy, scipy).

For theoretical part, check my blogs:

• Logistic Regression
• Linear Regression
• Decision Tree for Regression
• Decision Tree for Classification
• Bagging Trees and Random Forest
• Support Vector Machines

This list is to be continued!