24 lines
1.4 KiB
Docker
24 lines
1.4 KiB
Docker
RUN python3 -m pip install --no-cache-dir jupyter matplotlib
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# Pin ipykernel and nbformat; see https://github.com/ipython/ipykernel/issues/422
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RUN python3 -m pip install --no-cache-dir jupyter_http_over_ws ipykernel==5.1.1 nbformat==4.4.0
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RUN jupyter serverextension enable --py jupyter_http_over_ws
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RUN mkdir -p /tf/tensorflow-tutorials && chmod -R a+rwx /tf/
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RUN mkdir /.local && chmod a+rwx /.local
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RUN apt-get update && apt-get install -y --no-install-recommends wget git
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WORKDIR /tf/tensorflow-tutorials
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RUN wget https://raw.githubusercontent.com/tensorflow/docs/master/site/en/tutorials/keras/classification.ipynb
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RUN wget https://raw.githubusercontent.com/tensorflow/docs/master/site/en/tutorials/keras/overfit_and_underfit.ipynb
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RUN wget https://raw.githubusercontent.com/tensorflow/docs/master/site/en/tutorials/keras/regression.ipynb
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RUN wget https://raw.githubusercontent.com/tensorflow/docs/master/site/en/tutorials/keras/save_and_load.ipynb
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RUN wget https://raw.githubusercontent.com/tensorflow/docs/master/site/en/tutorials/keras/text_classification.ipynb
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RUN wget https://raw.githubusercontent.com/tensorflow/docs/master/site/en/tutorials/keras/text_classification_with_hub.ipynb
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COPY readme-for-jupyter.md README.md
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RUN apt-get autoremove -y && apt-get remove -y wget
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WORKDIR /tf
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EXPOSE 8888
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RUN python3 -m ipykernel.kernelspec
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CMD ["bash", "-c", "source /etc/bash.bashrc && jupyter notebook --notebook-dir=/tf --ip 0.0.0.0 --no-browser --allow-root"]
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