Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)
☆271Oct 9, 2019Updated 6 years ago
Alternatives and similar repositories for predrnn-pp
Users that are interested in predrnn-pp are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆156Nov 8, 2019Updated 6 years ago
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆528Nov 4, 2023Updated 2 years ago
- This is a Pytorch implementation of PredRNN++☆40May 9, 2020Updated 6 years ago
- e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond☆207Jul 9, 2022Updated 4 years ago
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆430Sep 12, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- pytorch implemention of trajGRU.☆602Jun 22, 2019Updated 7 years ago
- Tensorflow implementation of the ICLR 2017 paper: Decomposing Motion and Content for Natural Video Sequence Prediction☆108Apr 29, 2019Updated 7 years ago
- Code for Folded Recurrent Neural Networks☆40Dec 4, 2017Updated 8 years ago
- Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"☆218Mar 1, 2022Updated 4 years ago
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆437Oct 13, 2022Updated 3 years ago
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆20Feb 3, 2020Updated 6 years ago
- Code release for "PredCNN: Predictive Learning with Cascade Convolutions" (IJCAI 2018)☆27Aug 15, 2018Updated 8 years ago
- Unofficial PyTorch implementation of E3D-LSTM☆127Jul 25, 2019Updated 7 years ago
- Video Pixel Networks in Tensorflow☆54Apr 21, 2018Updated 8 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Implementation of Convolutional LSTM in PyTorch.☆2,267Jul 26, 2020Updated 6 years ago
- ☆34Jan 3, 2024Updated 2 years ago
- Stochastic Adversarial Video Prediction☆304Oct 8, 2019Updated 6 years ago
- The official implementation of the CVPR'22 paper SimVP: Simpler Yet Better Video Prediction.☆301Feb 21, 2023Updated 3 years ago
- ☆129Nov 22, 2022Updated 3 years ago
- ☆46May 14, 2018Updated 8 years ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆197Nov 3, 2017Updated 8 years ago
- OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning☆1,137Mar 1, 2026Updated 5 months ago
- ☆44Feb 3, 2021Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆33Apr 26, 2018Updated 8 years ago
- ☆28Mar 12, 2021Updated 5 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.☆36Apr 23, 2020Updated 6 years ago
- Tensorflow implementation of the ICML 2017 paper: Learning to Generate Long-term Future via Hierarchical Prediction☆74Oct 3, 2018Updated 7 years ago
- Common Video Prediction Architectures☆16Apr 25, 2018Updated 8 years ago
- AI Challenges based on the SEVIR weather dataset☆48Jun 24, 2025Updated last year
- ☆13Jan 9, 2018Updated 8 years ago
- Video Predicting using ConvLSTM and pytorch☆120Mar 30, 2021Updated 5 years ago
- Implementation of our ICLR paper: https://openreview.net/pdf?id=By4HsfWAZ☆59Apr 25, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"☆803Aug 7, 2024Updated 2 years ago
- ☆35Sep 4, 2017Updated 8 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆292Apr 11, 2026Updated 4 months ago
- Base-line model☆17Mar 15, 2022Updated 4 years ago
- ☆178Jul 30, 2024Updated 2 years ago
- An implementation of tensorflow-based TrajGRU model☆24Aug 21, 2019Updated 7 years ago
- Official PyTorch implementation of "Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning" (CVPR 2021 Oral)☆89Aug 9, 2021Updated 5 years ago