mrosol Goto Github PK

bic

University project on doctoral studies from Biology Inspired Computations (BIC) lecture - classification of the images with ResNet50-based model.

cardiac_healthy_sport_classification

Code used for the paper "Classification of pediatric individuals based on the cardiorespiratory signals with causal and information domain features"

cpet_duration_embc2024

Code used for prediction of CPET duration presented in "Prediction of the duration of maximal exercise test in professional adolescent football players based on the cardiorespiratory signals – a pilot study" - EMBC2024

featuresselection

University project related to data mining lecture.

lungcouncer

University project related to genomics and machine learning (features selection and classification).

natural_antibody_classification

neurokit

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

nonlincausality

Python package for Granger causality test with nonlinear forecasting methods.

objectrecognition_pobr

University project from object recognition on photos (POBR lectures) based on moments calculations.

rehapp

University project of a mobile app for training with biofeedback based on a constructed EMG device.

simplypatientsbrowser

It is one of my University projects. As the name says it is going to be a simply browser, where you can add or remove patient and add resaults of his examination.

snn

University project from neural networks (SNN lectures).

vo2peak-prediction

Repository with the code for manuscript entitled "Prediction of peak oxygen consumption using cardiorespiratory parameters from warmup and submaximal stage of treadmill cardiopulmonary exercise test"

zjazd7_regression

Data Science Bootcamp materials - Regression.

zjazd7_statistics

Data Science Bootcamp materials - Statistics.

zjazd8_regularization

Data Science Bootcamp materials - Regularization.

zjazd8_timeseries

Data Science Bootcamp materials - Time Series.