Yuriy Guts's repositories
snake-ai-reinforcement
AI for Snake game trained from pixels using Deep Reinforcement Learning (DQN).
kaggle-quora-question-pairs
My solution to Kaggle Quora Question Pairs competition (Top 2%, Private LB log loss 0.13497).
syno-plex-update
Automatically check for Plex Media Server updates on Synology NAS and install them. Compatible with DSM 6 and DSM 7.
regex-builder
.NET library for human-readable declaration of regular expressions without having to remember the regex syntax. Looks similar to Expression Trees in .NET.
odsc-target-leakage-workshop
Workshop on Target Leakage in Machine Learning I taught at ODSC Europe 2018 (London) and ODSC East 2019, 2020 (Boston)
persistent-touch-id-sudo
Configures PAM on macOS via a Launch Daemon so that Touch ID for sudo is always available and persists across OS upgrades
thrones2vec
Using Word2Vec to explore semantic similarities between the entities of "A Song of Ice and Fire" ("Game of Thrones").
cartpole-q-learning
A cart pole balancing agent powered by Q-Learning.
lits-algorithms-course
Notes and handouts from the Algorithms course I taught at Lviv IT School.
ansible-role-jupyter
An Ansible role to install and configure Jupyter for Python 3.
dou-topic-modeling
Analyzing the topic structure of DOU.ua comments using Latent Dirichlet Allocation (LDA).
datarobot-mlbench
Evaluation of the DataRobot platform on the mlbench benchmark [H. Zhang et al., 2017]
dunedynasty-macos
A fork of Dune Dynasty (http://dunedynasty.sourceforge.net/) that can be built and run on modern Macs, including Apple Silicon (M1)
pythonscript-namebatch
Generates spells to summon Benedict Cumberbatch.
ucu-nlp-workshop
Supplementary resources for the NLP Summer Workshop I taught at UCU.
gdg-speech-classifier
A machine learning system that recognizes the word 'Google' in human speech (demo for my talk @ Lviv GDG meetup).
ucu-ai-checkers
Checkers game AI development tools for the CS301 AI class I teach at UCU.
ansible-role-anaconda
An Ansible role to install Anaconda on Linux, along with additional conda packages of your choice.
libcheckers
International checkers gameplay library for the CS301 AI course I teach at UCU.
r-exercises
Programming exercises for R: http://www2.warwick.ac.uk/fac/sci/statistics/staff/academic-research/reed/rexercises.pdf
ansible-role-lightgbm
An Ansible role to install LightGBM on Ubuntu-based distros.
ansible-role-xgboost
An Ansible role to install XGBoost on Linux.
bluetooth-multiboot-tools
Utility to read and convert Bluetooth pairing key configurations between different OS formats
ios-course-homework
My homework solutions for LITS iOS course.
streamlit-blackout-stats
Streamlit app for visualizing power outage statistics. Uses Google Sheets as the data source
yuriyguts.github.io
Personal website (https://yuriyguts.com)