Zjut-MultimediaPlus / Rainformer
Pytorch implementation code of Rainformer
☆17Updated last year
Alternatives and similar repositories for Rainformer:
Users that are interested in Rainformer are comparing it to the libraries listed below
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆19Updated 4 years ago
- ☆28Updated last year
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆53Updated last year
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆14Updated 3 weeks ago
- The code of "MGTCF: Multi-Generator Tropical Cyclone Forecasting with Heterogeneous Meteorological Data" accepted by AAAI2023.☆13Updated last year
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 2 years ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆16Updated 2 years ago
- 时空预测模型PyTorch复现☆51Updated 2 years ago
- Official implementation code of the paper: "TENT: Tensorized Encoder Transformer for temperature forecasting".☆19Updated 11 months ago
- ☆22Updated 5 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
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆24Updated 8 months ago
- seominseok0429 / W4C22-Simple-Baseline-for-Weather-Forecasting-Using-Spatiotemporal-Context-Aggregation-NetworkW4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))☆22Updated last year
- ☆11Updated 3 years ago
- ☆21Updated last year
- ☆10Updated 2 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
- This is a Pytorch implementation of PredRNN++☆38Updated 4 years ago
- An official code for "MIMO is all you need"☆19Updated 11 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆32Updated 2 months ago
- EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.☆31Updated 3 months ago
- MM'2024☆12Updated 5 months ago
- ☆13Updated 2 years ago
- Official PyTorch Code for Paper: PredFormer: Transformers Are Effective Spatial-Temporal Predictive Learners☆83Updated 3 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
- ☆9Updated 3 months ago
- Skilful precipitation nowcasting using deep generative models of radar☆34Updated 3 years ago
- Convolutional Recurrent Neural Networks for Predicting Sea Ice Concentration in the Arctic☆14Updated 3 years ago
- Code for Benson et. al., CVPR (2024) - Multi-modal learning for geospatial vegetation forecasting☆43Updated 7 months ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆10Updated last year