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This is repository for predicting flood level on some points in zeya river

Ipynbs used are in the folder train_ipnbs

To test our models there is a dockerfile

Name		Name	Last commit message	Last commit date
Latest commit History 33 Commits
data		data
models		models
preprocessing		preprocessing
train_ipnbs		train_ipnbs
LSTM_train.ipynb		LSTM_train.ipynb
MiniRocket_train.ipynb		MiniRocket_train.ipynb
README.md		README.md
actual_data_predict.ipynb		actual_data_predict.ipynb
data.json		data.json
dockerfile		dockerfile
gMLP_train.ipynb		gMLP_train.ipynb
minirocket_tests_with_snow(4).ipynb		minirocket_tests_with_snow(4).ipynb
minirocket_tests_with_snow.ipynb		minirocket_tests_with_snow.ipynb
pavodki_inference.ipynb		pavodki_inference.ipynb
prediction_for_10_days.ipynb		prediction_for_10_days.ipynb
snow.ipynb		snow.ipynb
train_minirocket_with_actual_data.ipynb		train_minirocket_with_actual_data.ipynb
tree_reggression.ipynb		tree_reggression.ipynb
visualisation.py		visualisation.py

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