Regression models on Boston Houses dataset

Machine Learning Lab JNTUHUCESTH R-21

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

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

Locally Weighted Regression

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

Robust locally weighted multiple regression in Python

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

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

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.

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

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

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

VTU Machine Learning lab programs in Python (2015 SCHEME)

Contains submissions of the Soft Computing Elective Course at IIITA.