Name: Ivan Maksimov
Type: User
Company: Delivery Club, GeekBrains
Bio: Author of t.me/ml4value cannel. I do believe, that narrowing the gap between ML and business value from it is crucial
Location: Moscow
Blog: telegram: @Ivan_maksimov
Ivan Maksimov's Projects
Theory and implementatuon of various A/B experiments
Bank default prediction in Russia
My own realization of Bayesian Optimization for LightGBM
Generate bootstrapped confidence intervals for A/B testing in Python.
Collection of my CV projects
Implementation of RecSys based on GCN
Данные по статьям на хабре
Hybrid of Regression Trees & Linear Regression
Solution for Kaggle Data Science bowl 2019 (bronze medal, top 6%)
Solution for Kaggle "IEEE-CIS-Fraud-Detection" competition (top 26%)
Collection of my NLP projects
Examples demonstrating the usage of OSMnx
Basic methods (ALS, Item2ITem) for RecSys
Tutorials and examples of various recommender systems in industrial applications
This is an unofficial LaTeX template for MSc thesis in a Skoltech university.
Deep recommender models using PyTorch.
Notebooks with various useful functions for DS in python
WARP loss for Pytorch as described by the paper: WSABIE: Scaling Up To Large Vocabulary Image Annotation