Discover @leelew Open Source projects

Lu Li (@leelew)

leelew

Stars
53
Global Rank 325,943 (Top 12 %)
Followers 44
Registered over 5 years ago
Most used languages

Python
54.5 %

Jupyter Notebook
27.3 %

MATLAB
9.1 %

HTML
9.1 %
Location 🇨🇳 China
Country Total Rank 41,948
Country Ranking

MATLAB
1,780

Jupyter Notebook
2,131

Python
8,120

CLSTM

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

HybridHydro

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

NeuralZoo

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

PHydro

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

RFGranger

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)

AttConvLSTM

A Surface Soil Moisture Prediction Model based on Attention and ConvLSTM.

Jupyter Notebook

MLSD

Spatial Downscaling by Machine Learning

Jupyter Notebook

leelew

HRSEPP

High Resolution Soil Environment Prediction Platform

Jupyter Notebook

tf-notes

Learning Notes for Tensorflow 2

leelew.github.io

ForDs

Downscaling meteorological forcing for land surface modeling