Ivan Maksimov's repositories
recsys-tutorial
Tutorials and examples of various recommender systems in industrial applications
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
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
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