jhhuang96 / ConvLSTM-PyTorch
ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST
☆378Updated last year
Related projects: ⓘ
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆439Updated 10 months ago
- pytorch implemention of trajGRU.☆551Updated 5 years ago
- Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆257Updated 4 years ago
- ☆88Updated last month
- Pytorch implementation of Self-Attention ConvLSTM☆65Updated last month
- Multi-layer convolutional LSTM with Pytorch☆796Updated 3 years ago
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆149Updated 4 years ago
- Video Predicting using ConvLSTM and pytorch☆109Updated 3 years ago
- Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Lea…☆95Updated 3 years ago
- Pytorch implementations of ConvLSTM and ConvGRU modules with examples☆69Updated 3 years ago
- Self-Attention ConvLSTM for Spatiotemporal Prediction, described in `https://ojs.aaai.org//index.php/AAAI/article/view/6819`, test on Mov…☆60Updated 3 years ago
- TianChi AIEarth Contest Solution☆81Updated 2 years ago
- Implementation of TAAConvLSTM and SAAConvLSTM used in "Attention Augmented ConvLSTM for Environment Prediction"☆51Updated 2 years ago
- Implementation of Convolutional LSTM in PyTorch.☆1,957Updated 4 years ago
- Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel☆108Updated 5 years ago
- Convolutional GRU☆156Updated 5 years ago
- 时空预测模型PyTorch复现☆51Updated 2 years ago
- e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond☆194Updated 2 years ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆186Updated 6 years ago
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆396Updated 2 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆228Updated 4 months ago
- This is a Pytorch implementation of PredRNN++☆37Updated 4 years ago
- Convolutional Gated Recurrent Units implemented in PyTorch☆190Updated 6 years ago
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆50Updated last year
- convolutional lstm implementation in pytorch☆156Updated 7 years ago
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆124Updated 4 years ago
- ☆49Updated 6 years ago
- An implementation by Pytorch☆24Updated 4 years ago
- Convolutional LSTM for Precipitation Nowcasting☆50Updated 6 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.☆32Updated 4 years ago