YuriyGuts/datarobot-mlbench

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Created over 7 years ago
Updated over 7 years ago

YuriyGuts/datarobot-mlbench

YuriyGuts

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Evaluation of the DataRobot platform on the mlbench benchmark [H. Zhang et al., 2017]

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).

Jupyter Notebook

midichlorian

A Visual Studio extension that allows you to write code and automate the IDE using MIDI musical instruments.

dechorder

Automatic chord recognition application powered by machine learning

syno-plex-update

Automatically check for Plex Media Server updates on Synology NAS and install them. Compatible with DSM 6 and DSM 7, including DSM 7.2.2+.

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)

Jupyter Notebook

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

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.

thrones2vec

Using Word2Vec to explore semantic similarities between the entities of "A Song of Ice and Fire" ("Game of Thrones").

Jupyter Notebook

azure-cloud-ocr

A simple cloud OCR application that employs Windows Azure Web and Worker Roles, Blobs, Tables, Queues, and uses Google Tesseract for text recognition.

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.

pygoose

A Python package used as a utility tool belt for Kaggle competitions and other Data Science experiments.

dou-topic-modeling

Analyzing the topic structure of DOU.ua comments using Latent Dirichlet Allocation (LDA).

Jupyter Notebook

ansible-role-jupyter

An Ansible role to install and configure Jupyter for Python 3.

pythonscript-namebatch

Generates spells to summon Benedict Cumberbatch.

dunedynasty-macos

A fork of Dune Dynasty (http://dunedynasty.sourceforge.net/) that can be built and run on modern Macs, including Apple Silicon (M1)

ucu-nlp-workshop

Supplementary resources for the NLP Summer Workshop I taught at UCU.

Jupyter Notebook

enex2csv

Convert Evernote ENEX files to CSV, optionally converting note content to Markdown

hammurabi

An online judge for algorithmic contests. Strict, but fair.

intel-8080-asm

A very simple Win32 assembler for Intel 8080 that produces COM binaries for CP/M. I built this during my 2nd university year as a replacement for the tool we had at our lab, which often failed to compile large programs and produced misleading error messages.

ucu-ai-checkers

Checkers game AI development tools for the CS301 AI class I teach at UCU.

winforms-auto-taborder-vsaddin

Visual Studio add-in that adds automatic TabOrder arrangement feature to Windows Forms designer

gdg-speech-classifier

A machine learning system that recognizes the word 'Google' in human speech (demo for my talk @ Lviv GDG meetup).

r-exercises

Programming exercises for R: http://www2.warwick.ac.uk/fac/sci/statistics/staff/academic-research/reed/rexercises.pdf

libcheckers

International checkers gameplay library for the CS301 AI course I teach at UCU.

ansible-role-anaconda

An Ansible role to install Anaconda on Linux, along with additional conda packages of your choice.

filesystem-monitor-service

Client-server application (WinForms client + NT Service + MS Access DB) for monitoring changes to a remote file system [university project, 2009]

streamlit-blackout-stats

Streamlit app for visualizing power outage statistics. Uses Google Sheets as the data source.