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andrii0yerko

conway-s-game-of-life

Console "Conway's Game of Life" for Windows made with C/C++ using "windows.h" as first year coursework. Not the best style of coding, but it was one of my first projects

csc-hackathon-2021

6/12 solution for the CSC Hackathon 2021 email opening predicting task. The created model was the Logistic Regression trained on subject Bag of Words and few other features.

csc_hackathon_lun

CSC Hackathon 2023 solution for LUN.ua task

er-ipt-hack_2023

Experiments with measuring system energy consumption and performance on HEPScore Benchmark, and its relationship with CPU frequency

frog-farm-api

Back-end part of the "Frog farm" project, a server that provides WebSocket connection and RESTful API. Implemented with Flask, Flask-RESTful, Flask-Socket and SQLAlchemy

frogs-gan

Experiments with basic GANs on PyTorch and attempt to generate frogs images using them.

genesis-se-school-3.0-main-project

A simple Go http api, which allows to get a BTC to UAH exchange rate, and send it to subscribed emails. Also was my first experience with Go

genetic-alghorithm-for-snake-ai

Second year coursework. Simple linear classification AI for the classic "snake" game, learned by genetic algorithm. Made with Java

hack4retail

Hack4Retail hackathon solution by "Tsina Tyzhnia" team

iasa-computer-vision

iasa-ds-champ

iasa-idms

Labs for "Intelligent decision-making systems" university course

iasa-intelligent-data-analysis

"intelligent data analysis for business analytics" course labs

iasa-scenario-modeling

university project

iasa_databasecoursework

WebUI as a static website with Flask and a PostreSQL database

iasa_highload

Labs for "Highloaded distributed computing systems" university course. Docker, Performance testing, MongoDB, Hadoop, Spark

iasa_intelligentdecisionsupportsystems

Hometasks for the "Intelligent decision support systems" course, 6 sem, IASA, KPI. Covers basic deep learning: activation functions, optimization algorithms, CNN, Autoencoders, RNN.

iasa_numericalmethods

Hometasks for the "Numerical Methods" course, 5 sem, IASA, KPI

iasa_testing-and-development

A repo for "Testing and Development" course hometasks, KPI IASA 2020

imdb-sentiment-with-vowpal-wabbit

Attempt to come up with Vowpal Wabbit for the classic task of IMDB reviews sentiment classification + web API for model.

insightface

State-of-the-art 2D and 3D Face Analysis Project

int20h-2022-hackathon

solution by Team GARCH

linux-tweaks

Some of my Linux configuration and utils

lux-ai-s2-2023

Rule-based agent for Lux AI S2 2023 Kaggle competition. 76th place on the leaderboard, bronze medal

notion-backup

Simple command to backup a Notion workspace

nova-poshta_hackathon

num_optim_iasa

opt_art

predict-future-sales

Solution for the Predict Future Sales Kaggle Playground competition. Predicting total sales for every product and store in the next month with LightGBM.