UnionML

What it does

UnionMLis an open-source MLOps framework built on top of Flyte for creating web-native machine learning applications. It unifies the rapidly evolving ecosystem of ML and data tools into a single interface for bundling Python functions into ML microservices.

• UA
  UnionML – a Python framework for building ML microservices2022 · ▲12

  Hi HN! Niels here. I'm the creator of UnionML (https://github.com/unionai-oss/unionml), a Python MLOps framework that removes the boilerplate and friction associated with building and deploying machine learning systems to production. I've been training and deploying models for almost a decade now, and one pain-point I've consistently had is managing the complexity of building and maintaining an ML stack that works for the entire model development lifecycle - from prototyping to production. UnionML is built on top of Flyte (https://www.flyte.org) and exposes a…

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