UnionML

UnionML

Build and deploy machine learning microservices

16 followers

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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.
UnionML gallery image
UnionML gallery image
UnionML gallery image
UnionML gallery image
Free
Launch tags:Developer Tools•Artificial Intelligence•Tech
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What do you think? …

Ketan Umare
We are not creating yet another package, but a package to unify many different awesome ML tools
Ketan Umare
This is built on top of https://flyte.org/
Praful Mahindrakar
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
Giuseppe Di Nuccio
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
Ketan Umare
@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
Samhita Alla
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.
deepu
Audio Writer iOS
congrats on the launch