BruceBinBoxing / Deep_Learning_Weather_Forecasting
Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019
☆96Updated 2 years ago
Alternatives and similar repositories for Deep_Learning_Weather_Forecasting:
Users that are interested in Deep_Learning_Weather_Forecasting are comparing it to the libraries listed below
- AI Challenger 2018 Weather Forecasting - 1st Place Solution☆69Updated 6 years ago
- a easy pytorch implement of GeoMAN☆70Updated last year
- PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting☆187Updated 2 years ago
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- Convolutional LSTM for Precipitation Nowcasting☆55Updated 7 years ago
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆153Updated 5 years ago
- ☆41Updated last year
- Forecasting air pollution using temporal attention mechanism in Beijing☆47Updated 4 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆52Updated last year
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 5 years ago
- A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction☆112Updated 8 months ago
- Repository of KDD Cup, 2018.☆53Updated 6 years ago
- Spatiotemporal graph convolutional network for wind speed prediction.☆37Updated 3 years ago
- Code associated with the NeurIPS 2020 Climate Change workshop proposal paper "Graph Neural Networks for Improved El Niño Forecasting"☆35Updated 3 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆40Updated 3 years ago
- We propose to continuously predict the whole $station \times feature$ map in the next 1 to 48 hours with a convolutional LSTM (ConvLSTM, …☆10Updated 5 years ago
- Codes for Multi-Level Construal Neural Network framework☆49Updated 4 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆66Updated 3 years ago
- ☆12Updated 4 years ago
- Predicting Air Pollution in Beijing, China using Deep Neural Nets☆61Updated 7 years ago
- My own study notes about artificial intelligence technology☆36Updated 3 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆14Updated 3 years ago
- A spatiotemporal causal convolutional network for predicting PM2.5 concentrations.☆36Updated 2 years ago
- A new probabilistic wind speed prediction method, called Shared Weight Long Short-Term Memory Network combined with Gaussian Process Regr…☆3Updated 5 years ago
- We use weather data of Ulsan, Korea from 1980 to 2017 to predict temperature.☆83Updated 3 years ago
- This is the PyTorch implementation of TPA-LSTM☆59Updated 5 years ago
- MSSTN: Multi-Scale Spatial-Temporal Network for Air Pollution Prediction☆23Updated 5 years ago
- ☆11Updated 9 months ago
- Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting☆32Updated 4 years ago
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆19Updated 5 years ago