Awesome
Forecasting Treatment Responses Over Time Using Recurrent Marginal Structural Networks
by Bryan Lim, Ahmed Alaa and Mihaela van der Schaar, NeurIPS 2018
Usage instructions
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To generate a new simulation, run hyperparameter optimisation and tests for the RMSN use :
bash test_rmsn.sh
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This produces the raw MSEs into the "results" folder, and saves calibrated models into the "models" folder
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Note that for the paper, results are imported in normalised root mean-squared error terms -> i.e. sqrt(mse) / 1150