Pinned

1. CLSTM CLSTM Public

   Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology)

   Python 12

2. HybridHydro HybridHydro Public

   Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in Atmospheric Science)

   Python 10

3. PHydro PHydro Public

   Physical-constrain hydrology model based multitask learning (source code of "Enforcing Water Balance in Multitask Deep Learning Models for Hydrological Forecasting", Journal of Hydrometeorology)

   Python 6

4. RFGranger RFGranger Public

   Nonlinear Granger causality test based on random forest (source code of "A Causal Inference Model based on Random Forest to identify soil moisture-precipitation feedback", Journal of Hydrometeorology)

   MATLAB 3

5. NeuralZoo NeuralZoo Public

   A Repo for Forecasting Meteorological Variables with Main Machine Learning Models.

   Python 7 2