Videos

High level overview of the library

Ordered boosting and categorical features processing in CatBoost short overview

CatBoost on GPU

Tutorial on using CatBoost in Python

Finding Influential Training Samples for Gradient Boosted Decision Trees (on Russian language only)

A Unified Approach to Interpreting Model Predictions

CatBoost for Apache Spark: Introduction

CatBoost for Apache Spark: Architecture