projects
A DeepONet implementation in Julia, tested on an integration operator, Burgers' equation, and Darcy flow.
Přehled základních konceptů strojového učení.
Classifying protein sequences into the most common Pfam families with TF-IDF n-gram features, comparing k-NN, decision trees, and random forests.
GDP per capita across European countries in 2014, modeled with employment, income, internet use, and climate.
A small tool for running the Bernstein-Vazirani algorithm on simulated noisy quantum hardware.
Regression models for nitrate concentration at river mouths, from simple regression on population density to model selection and assumption checks.
A graph of Prague's public transport built from GTFS timetables, and which stops are most central.
SVM, naive Bayes, and LDA on Fashion MNIST, and how PCA and LLE dimensionality reduction affect them.
Police-recorded crime in Austrian NUTS 3 regions: raw counts, per-capita rates, and a few hypothesis tests.
A maze puzzle where each tile applies a quantum gate to the player's state.
Is humerus length related to whether sparrows survived a winter storm? Estimation, model fitting, and t-tests.
Intakes, outcomes, and length of stay at the Austin Animal Center, from the city's open data.
Predicting life expectancy from country-level health and economic indicators with random forest, ridge regression, and k-NN.
Fully connected and convolutional networks on Fashion MNIST, and the effect of depth, width, optimizer, and regularization.
A face-tracking robotic art piece about surveillance, inspired by George Orwell's 1984.