1RUN python3 -m pip install --no-cache-dir jupyter matplotlib 2# Pin ipykernel and nbformat; see https://github.com/ipython/ipykernel/issues/422 3# Pin jedi; see https://github.com/ipython/ipython/issues/12740 4RUN python3 -m pip install --no-cache-dir jupyter_http_over_ws ipykernel==5.1.1 nbformat==4.4.0 jedi==0.17.2 5RUN jupyter serverextension enable --py jupyter_http_over_ws 6 7RUN mkdir -p /tf/tensorflow-tutorials && chmod -R a+rwx /tf/ 8RUN mkdir /.local && chmod a+rwx /.local 9RUN apt-get update && apt-get install -y --no-install-recommends wget git 10WORKDIR /tf/tensorflow-tutorials 11RUN wget https://raw.githubusercontent.com/tensorflow/docs/master/site/en/tutorials/keras/classification.ipynb 12RUN wget https://raw.githubusercontent.com/tensorflow/docs/master/site/en/tutorials/keras/overfit_and_underfit.ipynb 13RUN wget https://raw.githubusercontent.com/tensorflow/docs/master/site/en/tutorials/keras/regression.ipynb 14RUN wget https://raw.githubusercontent.com/tensorflow/docs/master/site/en/tutorials/keras/save_and_load.ipynb 15RUN wget https://raw.githubusercontent.com/tensorflow/docs/master/site/en/tutorials/keras/text_classification.ipynb 16RUN wget https://raw.githubusercontent.com/tensorflow/docs/master/site/en/tutorials/keras/text_classification_with_hub.ipynb 17COPY readme-for-jupyter.md README.md 18RUN apt-get autoremove -y && apt-get remove -y wget 19WORKDIR /tf 20EXPOSE 8888 21 22RUN python3 -m ipykernel.kernelspec 23 24CMD ["bash", "-c", "source /etc/bash.bashrc && jupyter notebook --notebook-dir=/tf --ip 0.0.0.0 --no-browser --allow-root"] 25