MahatmaSun1 / SaConvSLTMLinks
Self-Attention ConvLSTM for Spatiotemporal Prediction, described in `https://ojs.aaai.org//index.php/AAAI/article/view/6819`, test on MovingMNIST.
☆66Updated 4 years ago
Alternatives and similar repositories for SaConvSLTM
Users that are interested in SaConvSLTM are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of Self-Attention ConvLSTM☆108Updated last year
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆433Updated 3 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆49Updated last year
- 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 the Paper: Self-Attention ConvLSTM for Spatiotemporal Prediction☆29Updated last year
- Base-line model☆17Updated 3 years ago
- TianChi AIEarth Contest Solution☆79Updated 4 years ago
- 时空预测模型PyTorch复现☆53Updated 3 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
- ☆19Updated 2 years ago
- Spatiotemporal graph convolutional network for wind speed prediction.☆40Updated 9 months ago
- ☆14Updated 3 years ago
- Implementation of TAAConvLSTM and SAAConvLSTM used in "Attention Augmented ConvLSTM for Environment Prediction"☆55Updated 4 years ago
- This is a Pytorch implementation of PredRNN++☆39Updated 5 years ago
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆516Updated 2 years ago
- A spatiotemporal causal convolutional network for predicting air pollution.☆71Updated 3 years ago
- ☆12Updated 2 years ago
- ☆48Updated 5 months ago
- ☆170Updated last year
- ☆32Updated 2 years ago
- Video Predicting using ConvLSTM and pytorch☆118Updated 4 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
- This is a project for predicting air pollutants in London by time series model, including lstm, bilstm, Convlstm, attention lstm, lightGB…☆150Updated 5 years ago
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆18Updated 5 years ago
- Multi-Step Spatio-Temporal Forecasting: https://authors.elsevier.com/sd/article/S0306-2619(22)01822-0☆85Updated last year
- ☆95Updated last year
- A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction☆111Updated 4 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆44Updated 3 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
- Convolutional LSTM for Precipitation Nowcasting☆59Updated 7 years ago