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Releases: oreopie/hydro-interpretive-dl

Updated implementation for European catchments

22 Mar 12:15
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  • We updated the functions in libs
  • We updated the jupyter notebook "interpret_lstm_eu.ipynb"

New implementation for European catchments

15 Apr 23:56
ae2e086
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  • We added a new jupyter notebook "interpret_lstm_eu.ipynb" to show the use of integrated gradients to interpret LSTM-based hydrological models for European catchments.
  • We made some modifications to the readme file.
  • We updated some information in "interpret_lstm_us.ipynb".

First release after accepting

27 Dec 20:54
7ad7260
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  • We added missing codes.
  • We made some modifications to the readme file.

Release before accepting

24 Sep 21:53
31f7712
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Pre-release
  • We added a jupyter notebook to show how to use the expected gradients and additive decomposition methods to interpret the LSTM-based hydrological model.
  • We reorganized the directory.
  • We made some modifications to the readme file.

First release before accepting

14 Apr 02:49
1fd2b20
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Pre-release

This is the first release before accepting.