Pinned Repositories
12-days-of-biopython
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.
ecg-resp-baselines
Repo containing baselines metrics for ecg derived respiration using signal processing methods
ecg_derived_resp_dl
ECG derived respiratory signal using Deep Learning methods
Fantasia-ECG-derived-respiration
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.
Godunov-method-for-Buckley-Leverett-equation
College project for course Numerical partial differential equations
grokking-coding-patterns
Key tool for coding interview prep, featuring organized coding patterns and solved examples aimed at boosting problem-solving skills for technical interviews.
modelling-wind-turbines
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.
rosalind
Solutions for bioinformatics problems with Python from rosalind.info
santas-workshop-tour
Santas Workshop Tour: Kaggle Challenge
water-plant-analysis
The analysis of WWTP to assess the performance of the treatment process, evaluate the quality of the effluent, and estimate the associated costs.
lanadominkovic's Repositories
lanadominkovic/12-days-of-biopython
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.
lanadominkovic/rosalind
Solutions for bioinformatics problems with Python from rosalind.info
lanadominkovic/water-plant-analysis
The analysis of WWTP to assess the performance of the treatment process, evaluate the quality of the effluent, and estimate the associated costs.
lanadominkovic/ecg_derived_resp_dl
ECG derived respiratory signal using Deep Learning methods
lanadominkovic/ecg-resp-baselines
Repo containing baselines metrics for ecg derived respiration using signal processing methods
lanadominkovic/Fantasia-ECG-derived-respiration
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.
lanadominkovic/Godunov-method-for-Buckley-Leverett-equation
College project for course Numerical partial differential equations
lanadominkovic/grokking-coding-patterns
Key tool for coding interview prep, featuring organized coding patterns and solved examples aimed at boosting problem-solving skills for technical interviews.
lanadominkovic/modelling-wind-turbines
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.
lanadominkovic/santas-workshop-tour
Santas Workshop Tour: Kaggle Challenge
lanadominkovic/biosignal_research
Repository containing research notebooks, scripts for biosignal research using advanced Artificial neural network methods
lanadominkovic/introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
lanadominkovic/kaggle-notebooks
lanadominkovic/lanadominkovic
Config files for my GitHub profile.
lanadominkovic/LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
lanadominkovic/movies-classification
lanadominkovic/RRest
Algorithms to estimate respiratory rate from physiological signals
lanadominkovic/Statistical-optimization-of-nonnegative-matrix-factorization
College project for course Data Mining
lanadominkovic/vibration-of-string-in-1d
College project for course Theory of Elasticity