Flyte
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About
Flyte is an open-source workflow orchestration platform designed to assist in building production-grade data and machine learning workflows. It focuses on scalability, flexibility, and seamless integration with existing tools. Users can easily deploy, manage, and monitor their ML workflows through an intuitive Python SDK and are encouraged to work independently without heavy reliance on platform engineers. Flyte allows for rapid experimentation and efficient debugging while providing full end-to-end data lineage tracking. Notably, it dynamically allocates resources and features reusable components to foster collaboration across teams. Trusted by industry leaders for its performance, Flyte streamlines the workflow development process from data processing to distributed model training, all while maintaining minimal maintenance overhead.
Platform
Features
• scalability and flexibility
• seamless integration with existing tools
• end-to-end data lineage
• dynamic resource allocation
• centralized workflow management
• production-grade data and ml workflows
• intuitive python sdk
• reusable components for collaboration
• support for diverse data and ml stacks
• rapid experimentation and debugging
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