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

Robust locally weighted multiple regression in Python

Predicting quasar spectra using functional regression(Nadaraya-Watson model)

Contains submissions of the Soft Computing Elective Course at IIITA.

This linear Regression is specificly for polynomial regression with one feature. It contains Batch gradient descent, Stochastic gradient descent, Close Form and Locally weighted linear regression.

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

VTU Machine Learning lab programs in Python (2015 SCHEME)

Programming assignment code of Computational Statistics taught at IIT Kharagpur by Prof. Swanand Ravindra Khare

Locally Weighted Regression

(VTU) aritficial Intelligence and machine learning practical programs and algorithms

Regression models on Boston Houses dataset

Collection of assignments offered under COL774 - Machine Learning by Prof. Parag Singla

Machine Learning Lab JNTUHUCESTH R-21

Machine Learning Assignments of the course COL774 taken by Parag Singla, at IIT Delhi.

ML using NumPy and Pandas

A few generalized linear models and one Gaussian discriminant analysis

numpy implementation of mere and locally-weighted logistic regression for binary classification problem.