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Dockerfile for scikit-learn, tensorflow, jupyter
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MAINTAINER Allen Day <allenday@google.com> | |
FROM tensorflow/tensorflow | |
FROM gcr.io/tensorflow/tensorflow:latest | |
### | |
### install more system packages, e.g. | |
### | |
#RUN apt-get update | |
#RUN apt-get install -y \ | |
# gcc | |
### | |
### install more python libs, e.g. | |
### | |
#RUN pip install scikit-learn | |
### | |
### this copies in files from current directory to /notebooks | |
### to the running container, so that you can access them | |
### container | |
### | |
RUN rm -rf /notebooks/* | |
ADD *.ipynb /notebooks/ | |
### | |
### start up the server | |
### | |
WORKDIR /notebooks | |
CMD ["/run_jupyter.sh"] | |
### | |
### use it like this. we'll call the image and container "tf" | |
### | |
#docker build -t tf . | |
#docker run -p 127.0.0.1:8888:8888 --name tf -t tf | |
#docker stop tf | |
#docker rm tf | |
### | |
### I like to put these all on one line so I can iterate on | |
### edits to my Dockerfile | |
### | |
#docker stop tf; docker rm tf; docker build -t tf .; docker run -p 127.0.0.1:8888:8888 --name tf -t tf |
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