A public Python package to perform quantum state tomography through maximum likelihood estmation

Master's thesis project on learning stateful simulations with deep differentiable models. The focus is to train a neural network to simulate a game (PONG) end-to-end.

Source code and dataset for my master's thesis - Predicting source code bugs using graph neural networks

Public repo for my masters thesis "Identification of Polysemous Entities in a Large Scale Database (WebIsALOD)" for University of Mannheim Masters in Business Informatics, Chair of Data and Web Science.

Gym environment for training DRL models for WUT Velmwheel robot.

Implementation of the algorithm created and analysed within Master's Thesis.

M.Sc. Dissertation – Noise-Adaptive Reinforcement Learning Strategies for Qubit Routing

This repo contains practical part of my masters thesis, where I focus on face super-resolution.

Experimental Data and Annotations for Master's Thesis as submitted to CUNI in July 2020

The data, code and thesis for my own masters thesis in the "AI Project (CT5129)" module.

ML based BGP path prediction

Masters thesis project completed in May 2021. Simulations of binary planetisemals orbiting the sun and encountering other bodies. Code includes the simulations themselves, as well as manipulation and visualisation of the results.