Benchopt benchmark for GLMs

Extended Elo rating system implementation based on the equivalence with logistic regression.

Python package for Generalized Linear Models

Statistical investigation of how sandwich components affect ant attraction, based on a full factorial design with ANOVA and Poisson regression.

Visualize the predicted weather related delays of US domestic flights. See the linked video for a 3 minute whirlwind tour of the app:

This repository contains implementations of advanced regression methods, including ordinary least squares, Poisson regression, and locally weighted regression. It also explores bias-variance decomposition for regularized mean estimators. The analysis is conducted on the Capital Bikesharing dataset using Python.

Generic implementation for Generalized Linear Models including Logistic, Poisson and Ordinal Regression for Classification purposes

Norm Constrained Generalised Linear Model using numpy, numba and scipy.

Machine Learning algorithms from-scratch implementation. It covers most Supervised and Unsupervised algorithms. Homework assignments and Projects for graduate level Machine Learning Course taught by Dr Manfred Huber at UTA during Spring 21

This project contains the data and code used in the paper: Denter, Nils M.; Aaldering, Lukas Jan; Caferoglu, Huseyin (2022): Forecasting future bigrams and promising patents: Introducing text-based link prediction. In Foresight ahead-of-print (ahead-of-print). DOI: doi.org/10.1108/fs-03-2021-0078.

Course XCS229i in Machine Learning from Stanford University

Machine Learning From Scratch

A bot that provides soccer predictions using Poisson regression

Models for estimating football (soccer) team-strength