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Lukasz Koltun's Projects

books-recommender icon books-recommender

Books Recommender System using the K-Nearest Neighbours and Cosine Similarity algorithms from a list of 10000 books with 1 million ratings

ci-project-ml- icon ci-project-ml-

Group project from Computational Intelligence course, description in CO_Project.ipynb

cl-project icon cl-project

Repo for testing Selenium at the Codelab Testers Academy

handwriting_digit_recognition icon handwriting_digit_recognition

It is a Python GUI in which you can draw a digit and the ML Algorithm will recognize what digit it is. We have used Mnist dataset

heart-failure-prediction icon heart-failure-prediction

Project created on Big Data and Interactive Visualisation course, description and code are in heart.ipynb file. Repo contains also initial subject presentation and predicted goals and link to the dataset in dateset.txt file

master-diploma icon master-diploma

Master thesis called :The Effectiveness Analysis of Cancer Cell Localization Algorithms based on IoT Data (full thesis only in Polish))

mobile-robot-optimization icon mobile-robot-optimization

Mobile Robot Optimization project using LPA* and D*Lite algorhitms, more description in Dokumentacja_projektu_końcowa.pdf

reference icon reference

⭕ Share quick reference cheat sheet for developers.

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