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CatBoost

Free
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About

CatBoost is an open-source algorithm for gradient boosting on decision trees, developed by Yandex. It is widely used in critical applications like search, recommendation systems, personal assistants, self-driving cars, and weather prediction at Yandex and other major companies such as CERN and Cloudflare. Key features include achieving great quality without extensive parameter tuning, robust support for categorical features without pre-processing, a fast and scalable GPU implementation for large datasets, improved accuracy through a novel gradient-boosting scheme to reduce overfitting, and highly efficient, fast prediction capabilities for latency-critical tasks.

Platform
Web
Task
predictive modeling

Features

fast and scalable gpu version

improved accuracy

fast prediction

categorical features support

great quality without parameter tuning

Pricing Plans

Open Source
Free Plan

High-performance gradient boosting

Great quality without parameter tuning

Categorical features support

Fast and scalable GPU version

Improved accuracy to reduce overfitting

Fast prediction capabilities

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