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1. master-thesis master-thesis Public

   My master's thesis comparing the performance of various state-of-the-art approaches to fake news detection, such as BERT, RoBERTa, and GPT-2

   Jupyter Notebook

2. ml-deep-learning-neural-network ml-deep-learning-neural-network Public

   Comparison of neural network performanc with other ML methods for two different types of data (image classification and regression)

   Jupyter Notebook 1

3. monte-carlo-option-pricing monte-carlo-option-pricing Public

   Path-dependent option pricing with Monte Carlo and Rcpp package

   R

4. ml-regression-random-forest ml-regression-random-forest Public

   Traffic prediction using multiple machine learning algorithms (Linear, Lasso, Ridge, and Elastic Net Regression, Random Forest, KNN regressorm, SVM). Data manipulation and feature engineering

   Jupyter Notebook

5. JanAndrosiuk/Movie-Scraper-App JanAndrosiuk/Movie-Scraper-App Public

   A simple web app scraping data from popular movie webpage "Filmweb" and visualizing basic statistics based on scraped data using Python (including bottle library) JavaScript for visualization.

   JavaScript 1

6. image-clustering image-clustering Public

   Image clustering with a help of CLARA algorithm. Calculating the percentage of Warsaw’s green space

   HTML