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A deep learning project for forecasting rapid and significant river water level rising.

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Name		Name	Last commit message	Last commit date
Latest commit History 22 Commits
models		models
utils		utils
.gitignore		.gitignore
README.md		README.md
best_model_LevelPredHomoDCRNN.pth		best_model_LevelPredHomoDCRNN.pth
config.py		config.py
config_backup.py		config_backup.py
eda.py		eda.py
eda_geo.py		eda_geo.py
eval.py		eval.py
main.py		main.py

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Physics-informed LSTM

Abstract

Inputs

Configuration

Outputs

Requirements

Required packages:

pytorch
numpy
pandas
scipy
statsmodels
scikit-learn
plotly
matplotlib

Running:

Notes

Auxiliary files

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A deep learning project for forecasting rapid and significant river water level rising.

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Python 100.0%