Smendowski's repositories
network-anomaly-detection
Anomaly detection in network traffic using unsupervised k-NN, Deep AutoEncoder and Isolation Forest
hidden-communication-using-covert-channels
[Secure Communication Systems] Implementation of network Covert Channels for hidden communication purposes using Domain Name System, Internet Control Message Protocol, ScaPy, and email messages.
data-embedding-and-visualization
Visualization and embedding of large datasets using various Dimensionality Reduction (DR) techniques such as t-SNE, UMAP, PaCMAP & IVHD. Implementation of custom metrics to assess DR quality with complete explaination and workflow.
network-load-generator
Network load generator for 5G User Equipment, based on microservices using Docker, InfluxDB, Telegraf for device monitoring, Grafana for visualizations purposes, and iperf as a traffic generation tool.
representativity
REST API service to evaluate object representativeness using ML models
agh-wwwijs
Personal repository for WWW and JS lab classes
computer-vision
This repository is devoted to learning and mastering Computer Vision and performing various applications based on the OpenCV module in Python
CoreBackup
A cross-platform Backup Application created by Mateusz Smendowski and Piotr Śladowski as part of the project from high-level programming languages on AGH University of Science and Technology.
covid19-statistics
Visualization and statistics about COVID-19
matrix-algorithms
Implementation of selected matrix algorithms i.e. Strassen, Binet, block matrix inversion and block LU factorization with recursive approach.
neural-networks-and-deep-learning
Implementation of NumPy-based framework for Neural Networks and Deep Learning in terms of the Neural Networks course at AGH University of Science and Technology.
vehicle-detection
Vehicle Detection application based on OpenCV, YOLOv3 and PyQt5 GUI - implementation in terms of Software Engineering course on AGH University of Science and Technology
daftacademy-DevOps-2022
Solutions to Homework tasks in terms of DaftAcademy 4 DevOps course
daftacademy-Python-2021
Web application implemented in terms of DaftAcademy Python Level UP course
daftacademy-python_levelup-spring2021
DaftAcademy Pyton Level UP 2021 Workshops materials and lectures
Galaxy-Invaders
Simple Python Game built with PyGame
introduction-to-PostgreSQL
PostgreSQL and PL/SQL
nlp
Natural language processing course thought at AGH University of Science and Technology
react-tetris
Custom Tetris Game done in ReactJS using basic and custom hooks, styled-components as part of the project from WWWiJS
triangle-traversal-algorithm
Implementation of algorithm to find path in a triangle. Qualification task for workshops - DaftAcademy Python Level UP 2021.