geangohn

recsys-tutorial

Tutorials and examples of various recommender systems in industrial applications

abtester

Theory and implementatuon of various A/B experiments

Graph_recsys

Implementation of RecSys based on GCN

hybrid_regression_tree

Hybrid of Regression Trees & Linear Regression

Bayesian-Optimization

My own realization of Bayesian Optimization for LightGBM

cv_projects

Collection of my CV projects

Bank-default-prediction

Bank default prediction in Russia

RecSys

Basic methods (ALS, Item2ITem) for RecSys

Useful_functions

Notebooks with various useful functions for DS in python

Kaggle-data-science-bowl-2019

Solution for Kaggle Data Science bowl 2019 (bronze medal, top 6%)

nlp_projects

Collection of my NLP projects

bootstrapped

Generate bootstrapped confidence intervals for A/B testing in Python.

HabraData

Данные по статьям на хабре

jobs_article

Kaggle-IEEE-CIS-Fraud-Detection

Solution for Kaggle "IEEE-CIS-Fraud-Detection" competition (top 26%)

osmnx-examples

Examples demonstrating the usage of OSMnx

skoltech_thesis_template

This is an unofficial LaTeX template for MSc thesis in a Skoltech university.

spotlight

Deep recommender models using PyTorch.

WARP-Pytorch

WARP loss for Pytorch as described by the paper: WSABIE: Scaling Up To Large Vocabulary Image Annotation