ml-starter-packs

All

13 repositories

binder-streamlit
Public template
use binder to launch a streamlit app
Dockerfile
•0•0•0•0•Updated May 27, 2024May 27, 2024
jupyterhub-deploy-docker
Public
Reference deployment of JupyterHub with docker
Python
•
BSD 3-Clause "New" or "Revised" License
•368•0•2•3•Updated Jul 20, 2023Jul 20, 2023
mlflow-viz
Public template
streamlit app for comparing and visualizing A/B test results from a selection of MLflow runs.
educational-software mlflow streamlit
Python
•0•1•1•0•Updated May 9, 2023May 9, 2023
cgi-backend
Public template
production(ish)-grade WSGI backend with gevent + gunicorn
api wsgi
Python
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MIT License
•1•2•0•0•Updated Apr 28, 2023Apr 28, 2023
microservice-workshop
Public template
interactive coding environment for microservices demo
flask wsgi mlops gunicorn-with-flask-rest-api ml-ops mlops-environment mlops-workflow
Dockerfile
•1•2•0•1•Updated Apr 13, 2023Apr 13, 2023
mlflow-experiment
Public template
A template for an experiment orchestrated with MLflow.
mysql python postgres serverless minio mlflow docker docker-compose
Shell
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Apache License 2.0
•0•2•1•0•Updated Nov 21, 2022Nov 21, 2022
mlflow-docker-compose
Public
MLflow deployment with 1 command
Shell
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Apache License 2.0
•69•0•0•0•Updated Aug 28, 2022Aug 28, 2022
flask-frontend
Public template
minimal example demonstrating flask's templating functionality and how to define basic endpoints
HTML
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MIT License
•0•0•0•0•Updated Jul 21, 2022Jul 21, 2022
flask-backend
Public template
sagemaker-compatible flask API
Python
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MIT License
•1•1•0•1•Updated Jul 21, 2022Jul 21, 2022
ml-monorepo
Public
Educational example monorepo demonstrating services managed with pants.
Shell
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MIT License
•0•0•3•0•Updated May 25, 2022May 25, 2022
quickstart
Public
Get started with ML Architecture at Scale by familiarizing yourself with some foundational concepts.
0•1•0•0•Updated Mar 29, 2022Mar 29, 2022
stats-server
Public
RStudio + RShiny
Shell
•0•0•0•0•Updated Feb 26, 2022Feb 26, 2022
azure-flask-deploy
Public template
example deployment for a flask app on azure
MIT License
•2•0•0•0•Updated Jan 21, 2022Jan 21, 2022