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Aleksey Vyazmikin
Articolo pubblicato Quantization in machine learning (Part 2): Data preprocessing, table selection, training CatBoost models 
The article considers the practical application of quantization in the construction of tree models. The methods for selecting quantum tables and data preprocessing are considered. No complex mathematical equations are used.
2
Aleksey Vyazmikin
Articolo pubblicato Quantization in machine learning (Part 1): Theory, sample code, analysis of implementation in CatBoost 
The article considers the theoretical application of quantization in the construction of tree models and showcases the implemented quantization methods in CatBoost. No complex mathematical equations are used.
4