Kedro

Kedro is an open-source Python framework used for building, organizing, and managing reproducible data science, analytics, and machine learning workflows. It helps data engineers and data scientists create modular pipelines, structure projects consistently, and streamline the development and deployment of data-driven applications.

• Provides a standardized framework for building and managing data and machine learning pipelines.
• Supports modular pipeline creation for reusable and maintainable workflows.
• Includes project templates with a structured and organized directory layout.
• Supports data cataloging for managing and accessing datasets efficiently.
• Integrates with popular data science and machine learning libraries.
• Supports configuration management for environment-specific settings.
• Provides visualization tools for pipeline dependencies and workflow tracking.
• Enables reproducible and scalable data engineering and ML projects.

$ sudo su
$ cd /opt
$ source /opt/kedro-env/bin/activate
$ kedro --version

Disclaimer: Kedro is an open-source workflow framework for data science and machine learning projects. Performance and compatibility may vary depending on the Python version, installed dependencies, project configuration, and external integrations. Using a supported Python version and isolated virtual environments is recommended for stable operation.