The normal equations for simple linear regression are a system of two linear equations used to find the optimal intercept and slope that minimize the sum of squared residuals. They are derived from the ordinary least squares (OLS) method and can be expressed in scalar or matrix form.Solver

Closed-form solutions and fast calibration & simulation for SABR-based models with mean-reverting stochastic volatility

Machine Learning model which uses closed-form solution of Locally Weighted Regression (LOWESS) Algorithm to predict the Quality of Air

Tips given at restaurants modelled using the memory intensive Locally-Weighted-Regression.

This repository provides the CPOpt method, an efficient algorithm for calculating critical plane factors in fatigue analysis. CPOpt reduces computation time by using tensor invariants and coordinate transformations, making it ideal for complex geometries and time-sensitive applications. The repository includes code, validation data, and examples.

C++17 repository for the didactic and reproducible reconstruction of Marcatili’s 1969 dielectric rectangular waveguide and directional coupler models, connecting the original article, technical documentation, validation workflows, and numerical implementations for modes, dispersion, coupling, and figure-by-figure reproduction.

The official repository of the "Closed-form Sample Probing for Learning Generative Models in Zero-shot Learning" paper published at ICLR 2022.

Machine Learning

This repository contains my solutions and implementations for assignments assigned during the Machine Learning course.

Linear Regression implementation based on the mathematical foundation

This class implements a SVM from scratch, focusing on finding optimal hyperplanes (w and b) using Closed-Form solution.

oeis closed form miner