Wenjin Hao's starred repositories
SkillMetrics
A Python library for calculating and displaying the skill of model predictions against observations.
keras-attention
Keras Attention Layer (Luong and Bahdanau scores).
deepsensor
A Python package for tackling diverse environmental prediction tasks with NPs.
GNN_StateEstimation_WDS
Graph neural networks for state estimation in water distribution systems
awesome-causality-algorithms
An index of algorithms for learning causality with data
awesome-causality-data
A data index for learning causality.
Nonlincausality
Python package for Granger causality test with nonlinear forecasting methods.
Data-Mining-on-Social-Media
Python scripts to extract tweets and facebook posts from public users.
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Time-Series-ARIMA-XGBOOST-RNN
Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN
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
deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting