CatBoost

By Yandex • Founded 2017

⭐ 4.5/5 (6,000 reviews)
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Overview

Gradient boosting with excellent categorical feature handling.

Pricing Model

Open source

Price Range

Open source

Provider

Yandex

Key Capabilities

Gradient boosting
Categorical features
GPU support

Best For

Tabular ML
Production
Competitions

Pros

  • Handles categorical data
  • Fast
  • Accurate

Cons

  • Larger model size
  • Smaller community

Alternatives

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