https://github.com/kevin-patyk/asreview-text-summarization-thesis

The code in this repository makes it possible to reproduce the results of my master thesis "Accelerating Systematic Reviews: Developing a Pipeline for Creating Enhanced Abstracts".

asreview machinelearning python summarization

Last synced: 06 Feb 2025

https://github.com/kevin-patyk/kevin-patyk

This is the reposity containing the README.md for my GitHub profile.

readme-profile

Last synced: 05 May 2025

https://github.com/kevin-patyk/clamsform

An educational project which aims to make efficient & lightweight ML preprocessing steps using a Rust backend. Based on Polars.

Last synced: 07 Apr 2025

https://github.com/kevin-patyk/supervised-learning-and-visualization

My personal repository for all of my work for the Statistical Learning and Visualization course at UU in the fall of 2021.

classification data-science data-visualization machine-learning non-linear-regression predictive-modeling regression regression-models rstudio trees

Last synced: 30 Mar 2025

https://github.com/kevin-patyk/personal-website

This is the repository where I hold all of the content for my personal website.

css html netlify website

Last synced: 30 Mar 2025

https://github.com/kevin-patyk/independent-projects

A repository for my independent projects.

boosting classification competitive-programming correspondence-analysis data-science knn logistic-regression loops machine-learning multiple-linear-regression pcr perceptron r regression svm-classifier trees

Last synced: 30 Mar 2025

https://github.com/kevin-patyk/machine-learning-in-python-and-r

This is the repository containing scripts and materials from the course Machine Learning in Python and R on Udemy.

boost classification clustering data-science knn logistic-regression machine-learning naive-bayes python random-forest regression rstudio svm

Last synced: 30 Mar 2025

https://github.com/kevin-patyk/tensorflow-developer-course

This is the repository containing scripts and materials from the course TensorFlow Developer Certificate in 2023: Zero to Mastery on Udemy.

classification convolutional-neural-networks deep-learning deep-neural-networks machine-learning neural-network numpy pandas python recurrent-neural-networks regression tensorflow transfer-learning

Last synced: 30 Mar 2025

https://github.com/kevin-patyk/battling-the-curse-of-dimensionality

My personal repository for all of my work for the Battling the Curse of Dimensionality course at UU in the fall of 2021.

data-manipulation data-science deep-learning deeplearning lasso-regression pca principal-component-analysis r text-mining textmining time-series

Last synced: 30 Mar 2025

https://github.com/kevin-patyk/mlobster

An educational project which aims to recreate the major algorithms and functionality of Scikit-learn in Rust.

educational-project machine-learning mlobster python rust

Last synced: 23 Mar 2025