Oleksa Stepaniuk's repositories
ua_parliament_networks
Ukrainian Parliament voting. A dataset for network analysis
common-ML-algorithms
Repository with the manual implementation of common machine learning techniques
reserve-price
Code and data used in the paper "How reserve price affects auction result. Case of Ukrainian public procurement market"
auto-auction-strategy
Work in progress. A tool for the automatic bide selection in the hybrid auction (as used in the ProZorro public procurement system).
complaint-price
Code and data used for modeling the effect of changing the price of complaint to Anti-Monopoly Committee in the case of problems in public procurement
datasharing
The Leek group guide to data sharing
ESRNN-GPU
PyTorch GPU implementation of the ES-RNN model for time series forecasting
hybrid-rnn-container
Docker container for the hybrid RNN model by Slawek Smyl (M4 competition)
mlops-docker-lection
MLOps course: intro to Docker
mlops-hw1
First homework for the MLOps course
prozorro-sonification
Code for the ProZorro sonification project. Sounds represent the value of contracts offered via ProZorro system. Each procurement method has a unique sound range: https://soundcloud.com/centre-of-excellence-in-procurement/tekhno-prozorro