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AI Инструмент

Kedro

Kedro is a Python framework designed for creating reproducible, maintainable, and modular data science and machine learning pipelines. It focuses on structuring the code within a data science project and building modular pipelines in a single execution environment. The framework provides a structured approach for developing entire machine learning projects, including data processing and model training pipelines. It emphasizes code modularity and helps enforce project structure and best practices for data engineering and data science code.

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Overview

Kedro is a Python framework designed for creating reproducible, maintainable, and modular data science and machine learning pipelines. It focuses on structuring the code within a data science project and building modular pipelines in a single execution environment.

The framework provides a structured approach for developing entire machine learning projects, including data processing and model training pipelines. It emphasizes code modularity and helps enforce project structure and best practices for data engineering and data science code.

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