ml-starter-packs

ml-starter-packs's repositories

production(ish)-grade WSGI backend with gevent + gunicorn

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interactive coding environment for microservices demo

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sagemaker-compatible flask API

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A template for an experiment orchestrated with MLflow.

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streamlit app for comparing and visualizing A/B test results from a selection of MLflow runs.

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Get started with ML Architecture at Scale by familiarizing yourself with some foundational concepts.

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example deployment for a flask app on azure

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use binder to launch a streamlit app

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minimal example demonstrating flask's templating functionality and how to define basic endpoints

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Reference deployment of JupyterHub with docker

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Educational example monorepo demonstrating services managed with pants.

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MLflow deployment with 1 command

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RStudio + RShiny

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