gyla1993 / LightNet
LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019
☆17Updated 4 years ago
Related projects: ⓘ
- TianChi AIEarth Contest Solution☆81Updated 2 years ago
- This is a Pytorch implementation of PredRNN++☆37Updated 4 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
- ☆23Updated 2 years ago
- The Radar Echo Extrapolation Model☆28Updated 3 years ago
- ☆10Updated 2 months ago
- AI Challenges based on the SEVIR weather dataset☆37Updated 3 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆34Updated 2 years ago
- Deep learning for multi-year ENSO forecasts Reproduction☆48Updated last month
- 时空预测模型PyTorch复现☆51Updated 2 years ago
- CNN based ENSO all season forecast model☆17Updated last month
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆63Updated 3 years ago
- 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.☆32Updated 4 years ago
- ☆12Updated last year
- Convolutional LSTM for Precipitation Nowcasting☆50Updated 6 years ago
- Base-line model☆16Updated 2 years ago
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆18Updated 4 years ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 2 years ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆10Updated last year
- ☆23Updated 8 months ago
- ☆28Updated 7 months ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆78Updated 3 years ago
- A list of Precipitation Nowcasting papers and related resources.☆118Updated last month
- Diffusion Probabilistic Downscaling Model☆11Updated 2 months ago
- An implementation of tensorflow-based TrajGRU model☆23Updated 5 years ago
- ☆10Updated 2 years ago
- ☆20Updated 2 years ago
- This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …☆25Updated 3 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆43Updated 8 months ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆43Updated 2 years ago