Metaflow
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About
Metaflow is an open-source framework designed to build and manage real-life ML, AI, and data science projects. It allows users to develop with notebooks, scale to the cloud using GPUs and multiple cores, and deploy experiments to production with a single click. Metaflow integrates with existing infrastructure and security policies, supporting deployment on AWS, Azure, Google Cloud, and Kubernetes. Originally developed at Netflix, it's now used by many companies for various projects, including GenAI and compute vision.
Platform
Task
Features
• deployment
• versioning
• orchestration
• compute
• data
• modeling
• cross-functional empowered teams
• mlops practices
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