Metaflow stands out as an open-source framework tailored for real-world ML, AI, and data science endeavors. Developing with Metaflow is user-friendly, allowing exploration with notebooks, development within the Metaflow environment, and local testing with automatic result storage for convenient analysis. The framework smoothly scales to the cloud, utilizing GPUs, multiple cores, and parallel instances, facilitating collaborative efforts.
Metaflow seamlessly integrates with existing infrastructure, security, and data governance policies, providing flexibility to bring your own cloud or deploy on-premise. Originally developed at Netflix, Metaflow is now widely adopted across diverse industries, powering projects ranging from cutting-edge GenAI and computer vision to business-focused data science, statistics, and operations research.
