Shypd.aiThe largest open index of AI tools
Metaflow.org is an open-source framework for building and managing real-life ML, AI, and data science projects. It enables rapid development, scaling to the cloud, and confident deployment of workflows.
Trending
About
Metaflow.org is an open-source framework designed to simplify the development, management, and deployment of real-life ML, AI, and data science projects. It allows users to build robust workflows using any Python libraries for models and business logic, managing dependencies locally and in the cloud. Key features include automatic versioning of variables for experiment tracking and debugging, and seamless orchestration of workflows in plain Python, enabling local development and debugging before deployment to production without code changes. Metaflow facilitates scaling to the cloud, leveraging GPUs, multiple cores, and large memory, and integrates with major cloud providers like AWS, Azure, and Google Cloud, or custom Kubernetes clusters. It was originally developed at Netflix to address the demanding needs of ML/AI engineers and data scientists.
Capabilities
Pricing & Plans
Open Source
Not publicly disclosed. Check metaflow.org for current pricing.
FAQs
Trending
