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View Code? Open in Web Editor NEWPost processing the National Water Model at a one day averaged time step with long short-term memory networks.
License: MIT License
Post processing the National Water Model at a one day averaged time step with long short-term memory networks.
License: MIT License
https://github.com/kratzert/ealstm_regional_modeling
(Old codebase)https://github.com/kratzert/lstm_based_hydrology.git
(New codebase)main*.py
Main python file used for training and evaluating of our models, as well as to perform the robustness analysis using the ealstm_regional_modeling
codebase.figures/
working notebooks calculating and plotting the results of our study. These notebooks will be updated and when in their final versions will be your starting point for duplicating results.environment_gpu.yml
can be used with Anaconda or Miniconda to create an environment with all packages needed.ig_nwm_lstm.py
This script is used to calculate the integrated gradients of the LSTM runs from the old codebase. The 'baselines' are all set to zero.A declarative, efficient, and flexible JavaScript library for building user interfaces.
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