thuml / predrnn-pytorchLinks
Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.
☆516Updated 2 years ago
Alternatives and similar repositories for predrnn-pytorch
Users that are interested in predrnn-pytorch are comparing it to the libraries listed below
Sorting:
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆433Updated 3 years ago
- pytorch implemention of trajGRU.☆592Updated 6 years ago
- Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆268Updated 6 years ago
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆58Updated 2 years ago
- Video Predicting using ConvLSTM and pytorch☆118Updated 4 years ago
- ☆95Updated last year
- The official implementation of the CVPR'22 paper SimVP: Simpler Yet Better Video Prediction.☆280Updated 2 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
- 时空预测模型PyTorch复现☆53Updated 3 years ago
- Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Lea…☆107Updated 4 years ago
- Pytorch implementation of Self-Attention ConvLSTM☆108Updated last year
- Self-Attention ConvLSTM for Spatiotemporal Prediction, described in `https://ojs.aaai.org//index.php/AAAI/article/view/6819`, test on Mov…☆66Updated 4 years ago
- Pytorch Implementation of the Paper: Self-Attention ConvLSTM for Spatiotemporal Prediction☆29Updated last year
- This is a Pytorch implementation of PredRNN++☆39Updated 5 years ago
- TianChi AIEarth Contest Solution☆79Updated 4 years ago
- Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"☆205Updated 3 years ago
- OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning☆1,041Updated 2 months ago
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆421Updated 3 years ago
- ☆170Updated last year
- STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction, CVPR2022☆19Updated 3 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆286Updated 10 months ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆190Updated last year
- Convolutional LSTM for Precipitation Nowcasting☆59Updated 7 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.☆35Updated 5 years ago
- Official implementation of Earthformer☆436Updated 2 years ago
- Pytorch implementations of ConvLSTM and ConvGRU modules with examples☆75Updated 4 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆49Updated last year
- ☆32Updated 2 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆272Updated this week
- The Radar Echo Extrapolation Model☆40Updated 4 years ago