Web Reference: The assignment helps to explore all basic functions and implementation features of the CatBoost Python package and understand how to win a Data Science Competition. (in Russian) Jul 9, 2025 · A comprehensive guide to CatBoost (Categorical Boosting), including categorical feature handling, target statistics, symmetric trees, ordered boosting, regularization techniques, and practical implementation with mixed data types. This tutorial shows some base cases of using CatBoost, such as model training, cross-validation and predicting, as well as some useful features like early stopping, snapshot support, feature importances and parameters tuning.
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Last Updated: April 10, 2026

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