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ML Serving

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mlserving is a framework for developing a realtime model-inference service.

Allows you to easily set-up an inference-endpoint for your ML Model.

mlserving emphasizes on high performance and allows easy integration with other model servers such as TensorFlow Serving

Docs can found here: https://mlserving.readthedocs.io/en/latest/

Motivation

Data Scientists usually struggle with integrating their ML-models to production.

mlserving is here to make the development of model-servers easy for everyone.

Installation

$ pip install mlserving

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Serving ml-models made easy

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  • Python 98.5%
  • Makefile 1.5%