Just like a solid foundation is essential to a building, linear algebra forms an essential learning segment for machine learning (ML). Areas of mathematics such as statistics and calculus require ...

This file contains a simple implementation of Linear regression using Least Squares. It also contains basic implementations of the following loss functions: L1, L2, Huber, Log-Cosh. The code is ...

Abstract: Math library functions are widely used in embedded software to implement the complex computations. However, it is difficult for most abstract domains to analyze non-linear math library ...

This repo contains some Python tooling to simplify linear combinations of piecewise linear functions, then finally emit them (and their first derivatives) as Excel formulas. The motivating application ...