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1. data-embedding-and-visualizationdata-embedding-and-visualizationPublic

   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 c…

   Jupyter Notebook 2

2. neural-networks-and-deep-learningneural-networks-and-deep-learningPublic

   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.

   Jupyter Notebook

3. vehicle-detectionvehicle-detectionPublic

   Forked from piotrsladowski/Vehicle-Detection-OpenCV

   Vehicle Detection application based on OpenCV, YOLOv3 and PyQt5 GUI - implementation in terms of Software Engineering course on AGH University of Science and Technology

   Python

4. hidden-communication-using-covert-channelshidden-communication-using-covert-channelsPublic

   [Secure Communication Systems] Implementation of network Covert Channels for hidden communication purposes using Domain Name System, Internet Control Message Protocol, ScaPy, and email messages.

   Python 10 1

5. representativityrepresentativityPublic

   REST API service to evaluate object representativeness using ML models

   Python 1

6. network-anomaly-detectionnetwork-anomaly-detectionPublic

   Anomaly detection in network traffic using unsupervised k-NN, Deep AutoEncoder and Isolation Forest

   Jupyter Notebook 10