Videos
- High level overview of the library
- Ordered boosting and categorical features processing in CatBoost short overview
- Ordered boosting and categorical features processing in CatBoost full 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
- Apache Spark: Introducing CatBoost
- Apache Spark: Architecture