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Docker container with Jupyter, Matplotlib, Pandas, Tensorflow and Keras

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andreivmaksimov/python_data_science

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Python Data Science container

This repository created to support https://hands-on.cloud articles:

CircleCI

This is fully ready Docker container with:

  • NumPy
  • Pandas
  • Sklearn
  • Matplotlib
  • Seaborn
  • pyyaml
  • h5py
  • Jupyter
  • Tensorflow
  • Keras
  • OpenCV 3

We're building this container on top of Ubuntu 20.04 Docker container (Dockerfile) and Anaconda Docker container (Dockerfile)

Running container

We'll use notebooks forlder to store Jupyter Notebooks:

mkdir notebooks

Run Docker container with the following command:

docker run -it -p 8888:8888 -p 6006:6006 -d -v $(pwd)/notebooks:/notebooks amaksimov/python_data_science

We're using following parameters:

  • -p 8888:8888 to export Jupyter Web interface
  • -p 6006:6006 to export TensorflowDashboard Web interface
  • -d to run Docker container in background
  • -v notebooks:/notebooks to mount just created notebooks folder Docker inside container

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Docker container with Jupyter, Matplotlib, Pandas, Tensorflow and Keras

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