mazhf / MS-RNN
☆28Updated last year
Alternatives and similar repositories for MS-RNN:
Users that are interested in MS-RNN are comparing it to the libraries listed below
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 2 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆14Updated last month
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆54Updated last year
- This is a Pytorch implementation of PredRNN++☆38Updated 4 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆10Updated last year
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆16Updated last year
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆32Updated 3 months ago
- 时空预测模型PyTorch复现☆51Updated 2 years ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆65Updated last month
- Base-line model☆16Updated 2 years ago
- ☆12Updated last year
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆16Updated 2 years ago
- Pytorch Implementation of the Paper: Self-Attention ConvLSTM for Spatiotemporal Prediction☆15Updated 3 months ago
- MM'2024☆12Updated 6 months ago
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆28Updated 10 months ago
- The Radar Echo Extrapolation Model☆32Updated 3 years ago
- ☆30Updated 3 months 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.☆33Updated 4 years ago
- ☆11Updated 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
- ☆138Updated 6 months ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆48Updated 2 years ago
- A model for short-term precipitation forecasting based on radar data☆59Updated 7 months ago
- Pytorch implementation code of Rainformer☆17Updated last year
- ☆14Updated last year
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆24Updated 9 months ago
- This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …☆26Updated 4 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆34Updated 3 years ago
- ☆14Updated 2 years ago