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