put serialization example in a .py file about lstm HOT 2 CLOSED

Short description explaining the high-level reason for the new issue.

Current behavior

in a notebook, can't run from terminal

Expected behavior

run from terminal

The jupyter notebook, lstm_serialization_test.ipynb, seems to be fully functional in the browser (via jupyterlab). We can, and should, develop a parallel python script demonstrating & validating the fundamentals of serialization, similar to the jupyter notebook.

Note: Current documentation does not cover serialization. We will need to update/include instructions for both relatable scripts (ipynb & py).

@SnowHydrology @peckhams - Our bmi c-based formulation models separate serialization, or more specifically owp-bmi-enhance, development into a separate branch outside of master. Should we do the same here?

from lstm.

Our bmi c-based formulation models separate serialization, or more specifically owp-bmi-enhance, development into a separate branch outside of master. Should we do the same here?

Per conversation, we will keep all notebook files. Need to document

from lstm.