BruceBinBoxing / Deep_Learning_Weather_ForecastingLinks
Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019
☆95Updated 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
Sorting:
- AI Challenger 2018 Weather Forecasting - 1st Place Solution☆67Updated 6 years ago
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆154Updated 6 years ago
- Convolutional LSTM for Precipitation Nowcasting☆58Updated 7 years ago
- a easy pytorch implement of GeoMAN☆70Updated 2 years ago
- TianChi AIEarth Contest Solution☆79Updated 4 years ago
- My own study notes about artificial intelligence technology☆36Updated 3 years ago
- ☆47Updated 3 months ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆194Updated 8 years ago
- An implementation of tensorflow-based TrajGRU model☆24Updated 6 years ago
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆126Updated 6 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆15Updated 4 years ago
- Spatiotemporal graph convolutional network for wind speed prediction.☆40Updated 7 months ago
- Code associated with the NeurIPS 2020 Climate Change workshop proposal paper "Graph Neural Networks for Improved El Niño Forecasting"☆34Updated 4 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated last year
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆18Updated 5 years ago
- Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆265Updated 6 years ago
- PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting☆203Updated 5 months ago
- Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting☆32Updated 5 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆43Updated 3 years ago
- Repository of KDD Cup, 2018.☆54Updated 7 years ago
- Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Lea…☆105Updated 4 years ago
- 时空预测模型PyTorch复现☆54Updated 3 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆37Updated 6 years ago
- CNN for climate forecast☆90Updated last year
- 从Convlstm2D的基础上改编: https://github.com/ndrplz/ConvLSTM_pytorch 可用于雷达回波等短临预报领域,采用模仿Dr.SXJ的Seq2seq结构.☆35Updated 5 years ago
- ☆11Updated 4 years ago
- ☆47Updated 7 years ago
- Typhoon Prediction☆13Updated 5 years ago
- 雷达回波外推，ConvLSTM，训练模型并外推。☆88Updated 7 years ago