czifan / ConvLSTM.pytorch
☆91Updated 9 months ago
Alternatives and similar repositories for ConvLSTM.pytorch:
Users that are interested in ConvLSTM.pytorch are comparing it to the libraries listed below
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆417Updated 2 years ago
- Self-Attention ConvLSTM for Spatiotemporal Prediction, described in `https://ojs.aaai.org//index.php/AAAI/article/view/6819`, test on Mov…☆65Updated 4 years ago
- Video Predicting using ConvLSTM and pytorch☆115Updated 4 years ago
- Pytorch implementation of Self-Attention ConvLSTM☆92Updated 9 months ago
- This is a Pytorch implementation of PredRNN++☆38Updated 4 years ago
- Convolutional LSTM for Precipitation Nowcasting☆55Updated 7 years ago
- Pytorch implementations of ConvLSTM and ConvGRU modules with examples☆75Updated 3 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 5 years ago
- 时空预测模型PyTorch复现☆52Updated 2 years ago
- pytorch implemention of trajGRU.☆575Updated 5 years ago
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆473Updated last year
- ☆30Updated last year
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆254Updated last month
- Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel☆114Updated 6 years ago
- 雷达回波外推，ConvLSTM，训练模型并外推。☆87Updated 6 years ago
- An implementation by Pytorch☆24Updated 5 years ago
- ☆35Updated 3 years ago
- Base-line model☆16Updated 3 years ago
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆56Updated last year
- An implementation of tensorflow-based TrajGRU model☆24Updated 5 years ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆191Updated 7 years ago
- Predict pictures based on ConvLSTM☆19Updated 4 years ago
- Using convlstm to prediction moving mnist dataset.☆22Updated 6 years ago
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆153Updated 5 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 5 years ago
- Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆264Updated 5 years ago
- Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Lea…☆102Updated 4 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆48Updated last year
- Pytorch Implementation of the Paper: Self-Attention ConvLSTM for Spatiotemporal Prediction☆19Updated 6 months ago