ml-starter-packs's repositories
cgi-backend
production(ish)-grade WSGI backend with gevent + gunicorn
microservice-workshop
interactive coding environment for microservices demo
mlflow-experiment
A template for an experiment orchestrated with MLflow.
flask-backend
sagemaker-compatible flask API
mlflow-viz
streamlit app for comparing and visualizing A/B test results from a selection of MLflow runs.
quickstart
Get started with ML Architecture at Scale by familiarizing yourself with some foundational concepts.
azure-flask-deploy
example deployment for a flask app on azure
binder-streamlit
use binder to launch a streamlit app
flask-frontend
minimal example demonstrating flask's templating functionality and how to define basic endpoints
jupyterhub-deploy-docker
Reference deployment of JupyterHub with docker
ml-monorepo
Educational example monorepo demonstrating services managed with pants.
mlflow-docker-compose
MLflow deployment with 1 command
stats-server
RStudio + RShiny