Lana Dominkovic's Projects
12 days of Biopython is a collection of 12 videos explaining in details how to work with Biopython, a bioinformatics tool using a real life examples.
Repository containing research notebooks, scripts for biosignal research using advanced Artificial neural network methods
Repo containing baselines metrics for ecg derived respiration using signal processing methods
ECG derived respiratory signal using Deep Learning methods
This repository provides a comparative analysis of traditional signal processing methods and deep learning approaches for estimating respiration signals from ECG data, using the Fantasia dataset. The deep learning model, inspired by U-Net, outperforms several traditional algorithms. Future work includes exploring diverse architectures and datasets.
College project for course Numerical partial differential equations
Key tool for coding interview prep, featuring organized coding patterns and solved examples aimed at boosting problem-solving skills for technical interviews.
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Config files for my GitHub profile.
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
Python project for real-world application of modelling wind turbines annual energy yield. This was successfully implemented in one of the biggest Croatian green energy companies.
Solutions for bioinformatics problems with Python from rosalind.info
Algorithms to estimate respiratory rate from physiological signals
Santas Workshop Tour: Kaggle Challenge
College project for course Data Mining
College project for course Theory of Elasticity
The analysis of WWTP to assess the performance of the treatment process, evaluate the quality of the effluent, and estimate the associated costs.