Dockerize-data-science provides Jupyter notebook, Tensorboard and Streamlit in three docker containers using docker-compose. Pull this repo and simply run
- make build-run
The Jupyter notebook container comes with many data science libraries like pandas, sklearn etc. It also comes with tensorflow-gpu.
I will be updating this on a regular basis with new libraries and new docker images.
Project Organization
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@@ -62,4 +67,4 @@ Jupyter: Always comes up on http://127.0.0.1:8888/?token='get from output'
Streamlit: http://172.24.0.3:8501/
Tensorboard: http://0.0.0.0:6006/
If you open another container for each of these apps. They will open at different ports. You can also open individual containers as well.
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If you open another container for each of these apps. They will open at different ports. You can also open individual containers as well.
