Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.
☆531Nov 4, 2023Updated 3 years ago
Alternatives and similar repositories for predrnn-pytorch
Users that are interested in predrnn-pytorch 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 "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆272Oct 9, 2019Updated 7 years ago
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆157Nov 8, 2019Updated 6 years ago
- pytorch implemention of trajGRU.☆604Jun 22, 2019Updated 7 years ago
- Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"☆220Mar 1, 2022Updated 4 years ago
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆127Oct 9, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆438Oct 13, 2022Updated 4 years ago
- OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning☆1,162Mar 1, 2026Updated 8 months ago
- This is a Pytorch implementation of PredRNN++☆40May 9, 2020Updated 6 years ago
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆59Jul 10, 2023Updated 3 years ago
- The official implementation of the CVPR'22 paper SimVP: Simpler Yet Better Video Prediction.☆304Feb 21, 2023Updated 3 years ago
- Implementation of Convolutional LSTM in PyTorch.☆2,271Jul 26, 2020Updated 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.☆36Apr 23, 2020Updated 6 years ago
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆20Feb 3, 2020Updated 6 years ago
- Official implementation of Earthformer☆475Jul 16, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆296Oct 26, 2026Updated last week
- ☆14May 28, 2022Updated 4 years ago
- Video Predicting using ConvLSTM and pytorch☆120Mar 30, 2021Updated 5 years ago
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆431Sep 12, 2022Updated 4 years ago
- Unofficial PyTorch implementation of E3D-LSTM☆127Jul 25, 2019Updated 7 years ago
- e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond☆207Jul 9, 2022Updated 4 years ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆161Oct 17, 2025Updated last year
- ☆37Oct 30, 2020Updated 6 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆103Oct 22, 2020Updated 6 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.
- TianChi AIEarth Contest Solution☆79Oct 25, 2021Updated 5 years ago
- 时空预测模型PyTorch复现☆53Sep 3, 2022Updated 4 years ago
- ☆28Mar 12, 2021Updated 5 years ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆14May 20, 2022Updated 4 years ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆148Sep 18, 2025Updated last year
- ☆179Jul 30, 2024Updated 2 years ago
- Base-line model☆17Mar 15, 2022Updated 4 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆15Dec 4, 2023Updated 2 years ago
- ☆11Nov 18, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆11May 31, 2024Updated 2 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆301Updated this week
- ☆11Jul 15, 2024Updated 2 years ago
- ☆44Feb 3, 2021Updated 5 years ago
- Pytorch implementation of Self-Attention ConvLSTM☆110Jul 24, 2024Updated 2 years ago
- ☆96Jul 25, 2024Updated 2 years ago
- High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation☆54Mar 25, 2025Updated last year