Machine Learning From Scratch
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Updated
Feb 7, 2021 - Python
Machine Learning From Scratch
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
A bot that provides soccer predictions using 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:
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.
Models for estimating football (soccer) team-strength
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
Benchopt benchmark for GLMs
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