YuriyGuts
Software Engineer / Data Scientist enjoying applied Machine Learning. Kaggle Competitions Expert, formerly in the top 2% worldwide.
DataRobotLviv, Ukraine
Pinned Repositories
dechorder
Automatic chord recognition application powered by machine learning
kaggle-quora-question-pairs
My solution to Kaggle Quora Question Pairs competition (Top 2%, Private LB log loss 0.13497).
midichlorian
A Visual Studio extension that allows you to write code and automate the IDE using MIDI musical instruments.
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
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.
snake-ai-reinforcement
AI for Snake game trained from pixels using Deep Reinforcement Learning (DQN).
syno-plex-update
Automatically check for Plex Media Server updates on Synology NAS and install them. Compatible with DSM 6 and DSM 7.
thrones2vec
Using Word2Vec to explore semantic similarities between the entities of "A Song of Ice and Fire" ("Game of Thrones").
unicode-virtual-keyboard
Windows utility that simplifies the input of Unicode characters by displaying a handy on-demand virtual keyboard with powerful character search functionality and global hotkey support.
YuriyGuts's Repositories
YuriyGuts/snake-ai-reinforcement
AI for Snake game trained from pixels using Deep Reinforcement Learning (DQN).
YuriyGuts/kaggle-quora-question-pairs
My solution to Kaggle Quora Question Pairs competition (Top 2%, Private LB log loss 0.13497).
YuriyGuts/dechorder
Automatic chord recognition application powered by machine learning
YuriyGuts/syno-plex-update
Automatically check for Plex Media Server updates on Synology NAS and install them. Compatible with DSM 6 and DSM 7.
YuriyGuts/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.
YuriyGuts/odsc-target-leakage-workshop
Workshop on Target Leakage in Machine Learning I taught at ODSC Europe 2018 (London) and ODSC East 2019, 2020 (Boston)
YuriyGuts/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
YuriyGuts/thrones2vec
Using Word2Vec to explore semantic similarities between the entities of "A Song of Ice and Fire" ("Game of Thrones").
YuriyGuts/cartpole-q-learning
A cart pole balancing agent powered by Q-Learning.
YuriyGuts/lits-algorithms-course
Notes and handouts from the Algorithms course I taught at Lviv IT School.
YuriyGuts/pygoose
A Python package used as a utility tool belt for Kaggle competitions and other Data Science experiments.
YuriyGuts/ansible-role-jupyter
An Ansible role to install and configure Jupyter for Python 3.
YuriyGuts/dou-topic-modeling
Analyzing the topic structure of DOU.ua comments using Latent Dirichlet Allocation (LDA).
YuriyGuts/datarobot-mlbench
Evaluation of the DataRobot platform on the mlbench benchmark [H. Zhang et al., 2017]
YuriyGuts/dunedynasty-macos
A fork of Dune Dynasty (http://dunedynasty.sourceforge.net/) that can be built and run on modern Macs, including Apple Silicon (M1)
YuriyGuts/pythonscript-namebatch
Generates spells to summon Benedict Cumberbatch.
YuriyGuts/enex2csv
Convert Evernote ENEX files to CSV, optionally converting note content to Markdown
YuriyGuts/hammurabi
An online judge for algorithmic contests. Strict, but fair.
YuriyGuts/ucu-nlp-workshop
Supplementary resources for the NLP Summer Workshop I taught at UCU.
YuriyGuts/ucu-ai-checkers
Checkers game AI development tools for the CS301 AI class I teach at UCU.
YuriyGuts/ansible-role-anaconda
An Ansible role to install Anaconda on Linux, along with additional conda packages of your choice.
YuriyGuts/libcheckers
International checkers gameplay library for the CS301 AI course I teach at UCU.
YuriyGuts/r-exercises
Programming exercises for R: http://www2.warwick.ac.uk/fac/sci/statistics/staff/academic-research/reed/rexercises.pdf
YuriyGuts/streamlit-blackout-stats
Streamlit app for visualizing power outage statistics. Uses Google Sheets as the data source.
YuriyGuts/ansible-role-lightgbm
An Ansible role to install LightGBM on Ubuntu-based distros.
YuriyGuts/ansible-role-xgboost
An Ansible role to install XGBoost on Linux.
YuriyGuts/bluetooth-multiboot-tools
Utility to read and convert Bluetooth pairing key configurations between different OS formats
YuriyGuts/cp2077-hacking-minigame-solver
A solver (Python library + CLI) for the "Breach Protocol" hacking minigame in Cyberpunk 2077.
YuriyGuts/ios-course-homework
My homework solutions for LITS iOS course.
YuriyGuts/yuriyguts.github.io
Personal website (https://yuriyguts.com)