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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
First Optimizer - Machine Learning
A simple linear regression algorithm
Linear Regression implemented by gradient descent in C! (Software Mathematics Self-Study Project)
This is the code for "sigmoid binary classification without using and ML library" By M.Junaid Fiaz