⭐️ Multivariate Linear Regression with Normal Equation in JavaScript (Vectorized)

Machine Learning Notebooks

Housing price prediction using Regularised linear regression

My solutions to AUT Applied Linear Algebra course programming assignments

Linear Regression - C

This repository contains a Python implementation of Normal Linear Regression, a supervised machine learning algorithm used for predicting numeric values based on a linear relationship between input features and the target variable.

Predicting the box office results of a movie using Linear Regression based on a series of factors.

Data Analysis and Machine Learning on Concrete Strength

Predicting house prices using regression methods including Gradient Descent, Normal Equation and KNN

Attempt to use Machine Learning to predict natural gas consumption for domestic needs

First homework of the course Mathematics for Machine Learning, which belongs to Master's Dregree in Applied Maths from the National University of Colombia. It is about least square problem applied to linear and non-linear models in the study of bitcoin time series and its relation with commodity prices, also it's presented an interesting applica…

The First AI Summer School Project

Elementary Numerical Algorithms.

Linear Algebra projects of Spring 2021 at CE AUT

This repository contains code for House Price prediction using Linear Regression. This project is based on the dataset that can be found through Tehran (Divar.ir) House Price Prediction thanks to Dr. Soheil Tehranipour who has done a very excellent job in the area of AI and ML.

A simple Linear Regression exercise

This is an example of Linear Regression done in SparkML and using the class PolynomialExpansion.

Implemented linear regression from scratch using normal equations, and analyzed differences when compared to gradient descent approach

A python implementation of Linear Regression (Gradient Descent and Normal Equation)