Vjekoslav Drvar's repositories
bitcoin_fraud_detection
Fraud detection in Bitcoin transactions using GCNs. Uses C++ for data preprocessing and Python for training. Features include data processing, graph creation, and visualization with PyTorch Geometric.
euro2024_nlp_predictor
NLP project forecasting Euro 2024 outcomes using sentiment analysis of football news. Includes automated scraping and sentiment analysis. Utilizes Python, Beautiful Soup, and Transformers.
java_ml_text_processor
A Java program demonstrating natural language processing with Apache OpenNLP and JavaFX, offering an intuitive GUI designed for educational use and interaction.
spotify_recommender_system
Flask app offering personalized song recommendations using cosine and RBF similarity. Includes song exploration, tailored recommendations, a favorites list, Redis caching, and Dockerization.
comp_vision_for_soda_bottles
Soda bottle recognition using transfer learning. Achieves 94% accuracy with a fine-tuned Xception model. Features a FastAPI interface for image uploads and predictions. Uses Python and TensorFlow.
julia_image_autoencoder
A Julia application using Flux.jl to construct an autoencoder for image compression, processing multiple images to enhance feature recognition and reconstruction quality.
seir_spatial_outbreak_simulation
Designed and implemented an epidemiological model in C++ using stochastic modelling. Such models generalize classical SEIR ones that are only defined via ODEs, without considering spatial relations.
signature_randomization_differential-equations
Theoretically improved and implemented a method for learning rough path trajectories using multi-dimensional analysis, neural differential equations and randomization.
sport_certs
In this repository, you can find my certificates and achievements in marathons and half marathons.