This course provides an introduction to principles, terminology, and strategies for statistical modelling with the linear model ... more advanced regression-based model techniques such as multilevel ...

Learn how to build a multivariate linear regression model step by step—no libraries, just pure C++ logic!

Learn how to build a multivariate linear regression model step by step—no libraries, just pure C++ logic!

Linear Trees combine the learning ability of Decision Tree with the predictive and explicative power of Linear Models. Like in tree-based algorithms, the data are split according to simple decision ...

The method is based on an approximation of a boundary integral equation as a set of linear algebraic equations. The potential is described as a piecewise linear or quadratic function. The matrix ...

This repository is a related to all about Machine Learning - an A-Z guide to the world of Data Science. This supplement contains the implementation of algorithms, statistical methods and techniques ...