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1. Dynamic-neural-networks Dynamic-neural-networks Public

   Including NAR and NARX network

   MATLAB 6 1

2. LSTM-water-table-depth-prediction LSTM-water-table-depth-prediction Public

   Forked from jfzhang95/LSTM-water-table-depth-prediction

   Theano implementation of our paper 'Developing a Long Short-Term Memory (LSTM) based Model for Predicting Water Table Depth in Agricultural Areas', Journal of Hydrology.

   Jupyter Notebook

3. LSTM-Neural-Network-for-Time-Series-Prediction LSTM-Neural-Network-for-Time-Series-Prediction Public

   Forked from jaungiers/LSTM-Neural-Network-for-Time-Series-Prediction

   LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

   Python

4. AGU2018 AGU2018 Public

   Forked from kratzert/AGU2018

   Do internals of neural networks make sense in the context of hydrology?

   Python

5. LSTM_Attention LSTM_Attention Public

   Forked from ningshixian/LSTM_Attention

   attention-based LSTM/Dense implemented by Keras

   Python

6. Integrated-Gradients Integrated-Gradients Public

   Forked from ankurtaly/Integrated-Gradients

   Attributing predictions made by the Inception network using the Integrated Gradients method

   Jupyter Notebook