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.

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

Machine Learning

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

oeis closed form miner

Linear Regression implementation based on the mathematical foundation