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The notebook works with Clipper release 0.2

Dependencies

  • Install Docker
  • Install Python: currently Clipper supports Python 2 only
  • Create an Anaconda environment. One straightforward way is to first install conda, and then create the environment by running conda create -n ml-serve python=2.x anaconda, where ml-serve is the name of our Anaconda environment
  • Activate the environment: source activate ml-serve
  • Install Clipper within the environment: pip install git+https://github.com/ucbrise/clipper.git@develop#subdirectory=clipper_admin

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Notebook for blog post "Serve Machine Learning Models with Clipper"

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