THUzhangga / MovingMNIST
Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.
☆12Updated 2 years ago
Alternatives and similar repositories for MovingMNIST:
Users that are interested in MovingMNIST are comparing it to the libraries listed below
- ☆28Updated last year
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆14Updated 3 weeks ago
- Base-line model☆16Updated 2 years ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆12Updated last year
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆15Updated 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
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- ☆13Updated 2 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆39Updated 2 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.☆33Updated 4 years ago
- ☆14Updated 2 years ago
- This is a Pytorch implementation of PredRNN++☆38Updated 4 years ago
- Pytorch Implementation of the Paper: Self-Attention ConvLSTM for Spatiotemporal Prediction☆14Updated 2 months ago
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆16Updated 6 months ago
- ☆21Updated last year
- Pytorch implementation of Self-Attention ConvLSTM☆79Updated 5 months ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆47Updated 10 months ago
- ☆12Updated last year
- ☆9Updated 3 months ago
- A model for short-term precipitation forecasting based on radar data☆59Updated 6 months ago
- ENSO-ASC: ENSO deep learning forecast model with a multivariate air-sea coupler☆14Updated last year
- Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023☆13Updated last year
- Convolutional Recurrent Neural Networks for Predicting Sea Ice Concentration in the Arctic☆14Updated 3 years ago
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆19Updated 4 years ago
- Self-Attention ConvLSTM for Spatiotemporal Prediction, described in `https://ojs.aaai.org//index.php/AAAI/article/view/6819`, test on Mov…☆63Updated 3 years ago
- 时空预测模型PyTorch复现☆51Updated 2 years ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆16Updated 2 years ago
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆17Updated 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
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆32Updated 2 months ago