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1. Msc-Thesis Msc-Thesis Public

   Diploma Thesis: "DGA-Based Botnet Traffic Detection with Federated Learning Methods and Utilization of eXplainable Artificial Intelligence (XAI) for Classifier Interpretation"

   Python 2

2. MEng-Diploma-Thesis MEng-Diploma-Thesis Public

   Diploma Thesis: "Transfer learning from supervised and self-supervised contrastive learning methods for the recognition of skin lesions"

   Jupyter Notebook 1

3. Train-Evaluate-Machine-Learning-Classifiers Train-Evaluate-Machine-Learning-Classifiers Public

   Create, train and evaluate various machine learning classifiers on a dataset.

   Jupyter Notebook

4. Handwritten-Digit-Recognition Handwritten-Digit-Recognition Public

   A Jupyter Notebook that classifies handwritten digits.

   Jupyter Notebook

5. Pattern-Recognition Pattern-Recognition Public

   Pattern recognition exercises, from my undergraduate course.

   Jupyter Notebook

6. Artificial-Neural-Network Artificial-Neural-Network Public

   Create and train a multi-layer perceptron (MLP) using Gradient Descent and back-propagation from scratch.

   Java