UnionML

Build and deploy machine learning microservices

17 followers

Build and deploy machine learning microservices

17 followers

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.

Free

Launch tags:Developer Tools•Artificial Intelligence•Tech

Launch Team

Viktor.comAn AI coworker that actually does the work

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Hey @ketanumare, your Solution looks great. Developing and training models, as well as all related coding, often require a lot of effort and time that can be saved. In my case, I also use tools like Tensorflow and AWS SageMaker, but still have to do a lot around, therefore I'll definitely try your package to speed up the microservice release. Congrats! Best, Giuseppe

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4yr ago

@giuseppe_di_nuccio thank you for the gracious reply. Unionml is built on Flyte.org and you can simply scale to Using sagemaker etc. check Out Flyte docs

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4yr ago

This is built on top of https://flyte.org/

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4yr ago

The clear abstraction of building, running and scaling your ML apps through this framework makes it much easier for ML and data scientist to iterate faster

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4yr ago

To focus on building machine learning models using *any tool* without contemplating how to *scale* and *serve* the models expedites the MLOps cycle which in turn facilitates building and productionizing machine learning models. UnionML just does that.

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4yr ago

We are not creating yet another package, but a package to unify many different awesome ML tools

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4yr ago

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congrats on the launch

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4yr ago

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