Equations in Swift

java numerical library for Matrix, Integrals (numerical integration), derivatives (numerical differentiation), equations, ODE, polynomials, etc

A Mathematical Intuition behind Linear Regression Algorithm

Functions and classes to evaluate derivatives, partial derivatives, gradients, directional derivatives, Jacobians, and Hessians.

Implementation of automatic differentiation (AD) in forward and backward modes with mathematical explanations

A simple linear regression algorithm

First Optimizer - Machine Learning

This is the code for "sigmoid binary classification without using and ML library" By M.Junaid Fiaz

Linear Regression implemented by gradient descent in C! (Software Mathematics Self-Study Project)