/dockerfile-pyomo-tensorflow-notebook

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Pyomo - Tensorflow - Notebook environment

Sets up a Jupyter lab/notebook environment with:

  • Pyomo, numerical optimization engine using autodiff, shipping here with IP-OPT optimiser.
  • Tensorflow w/ Keras, graph based computation framework, very popular for machine learning.
  • Scikit-learn, numpy, scipy, pandas.

To build:

docker build -t pyomo-tensorflow .

To run a Notebook:

docker run -p 5000:5000 pyomo-tensorflow

With file persistency:

docker run --rm -v ./:/Notebook -p 5000:5000 pyomo-tensorflow