Equations in Swift
java numerical library for Matrix, Integrals (numerical integration), derivatives (numerical differentiation), equations, ODE, polynomials, etc
Lightweight 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
First Optimizer - Machine Learning
A simple linear regression algorithm
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)
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