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Notebook from 2018 JupyterCon using RNNs for disease forecasting
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README.md
disease_2007_tx_NEW.csv
lstm_pertussis_notebook.ipynb

README.md

jupytercon-forecast

Notebook from 2018 JupyterCon using RNNs for disease forecasting

This notebook was presented as a part of the JupyterCon 2018 talk "The Jupyter Notebook as a transparent way to document machine learning model development: A case study from a US defense agency" in New York, on August 24th.

Packages required:

  • numpy 1.14.3
  • pandas 0.23.0
  • keras 2.2.2
  • sklearn 0.19.1
  • tensorflow 1.9.0
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