Equations in Swift
java numerical library for Matrix, Integrals (numerical integration), derivatives (numerical differentiation), equations, ODE, polynomials, etc
Lightweight and performat Python 3.12+ automatic differentiation system that leverages PyTorch’s computational graph to compute arbitrary-order partial derivatives.
Functions and classes to evaluate derivatives, partial derivatives, gradients, directional derivatives, Jacobians, and Hessians.
A Mathematical Intuition behind Linear Regression Algorithm
Implementation of automatic differentiation (AD) in forward and backward modes with mathematical explanations
A simple linear regression algorithm
This is the code for "sigmoid binary classification without using and ML library" By M.Junaid Fiaz
First Optimizer - Machine Learning
Linear Regression implemented by gradient descent in C! (Software Mathematics Self-Study Project)
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