Michał Czuba's repositories
network_diffusion
Python package for simulating spreading phenomena in complex networks
ant-colony-optimisation-tsp
Simple ant colony heuristic for TSP
bacteria-colony-counter
Counter of bacteria colonies on Petri dish
bdma-experiments
Experimental repo for paper: https://doi.org/10.26599/BDMA.2024.9020010
c45
Simple test of C4.5 algorithm on simple datasets
clustering-methods-comparison
Comparison of K-means and PAM algorithms on artificial datasets
COVID19_mobility
COVID-19 Mobility Data Aggregator. Scraper of Google, Apple, Waze and TomTom COVID-19 Mobility Reports🚶🚘🚉
cyberbullying-detector
NLP bullying detector for tweets with ML model training pipeline deployed as web-app with CICD
ensemble-classifiers-comparison
Comparison of ensemble classifiers on artificial datasets
network_diffusion_examples
Experimental repo for paper: 10.1109/DSAA54385.2022.10032425
rank-refined-seeding-bc-infmax-mlnets-ltm
Repository for experiments on seeding methods for linear threshold model on multilayer networks
tic-tac-toe
Example of CMake and C++ linters in simple CLI game
genetic-algorithm-tsp
Simple genetic algorithm for TSP
grains-detector
Simple grains detector developed in OpenCV
heurestic-tuner-tsp
Simple parameter tuner for heuristics
knapsack-problem
Comparison of linear programming and heuristic as a case study of knapsack problem
knn
Simple test of KNN algorithm on simple datasets
make-education-great-again-db
MSSQL database wrapped in flask app for Open Data hackathon
mlp-cifar
Simple implementation of MLP neural network for CIFAR dataset
naive-bayes
Simple test of Naive Bayes algorithm on simple datasets
nyuv2-python-toolkit
nyuv2 toolbox for data extraction and loading.
reccurent-nns-comparison
Comparison of LSTM, RNN and GRU architectures of neural networks
simulated-annealing-tsp
Simple simulated annealing heuristic for TSP
StarGANv2-VC
StarGANv2-VC: A Diverse, Unsupervised, Non-parallel Framework for Natural-Sounding Voice Conversion
tabu-search-tsp
Simple tabu search heuristic for TSP
template-python
Template project for python with linters
traffic-sign-detector-hog
Traffic sign detector based on HOG descriptor