Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.
☆524Nov 4, 2023Updated 2 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 6 years ago
- pytorch implemention of trajGRU.☆597Jun 22, 2019Updated 6 years ago
- 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
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆127Oct 9, 2019Updated 6 years ago
- Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"☆217Mar 1, 2022Updated 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.
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆436Oct 13, 2022Updated 3 years ago
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆57Jul 10, 2023Updated 2 years ago
- This is a Pytorch implementation of PredRNN++☆40May 9, 2020Updated 6 years ago
- The official implementation of the CVPR'22 paper SimVP: Simpler Yet Better Video Prediction.☆297Feb 21, 2023Updated 3 years ago
- OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning☆1,113Mar 1, 2026Updated 3 months ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆287Apr 11, 2026Updated 2 months ago
- Implementation of Convolutional LSTM in PyTorch.☆2,255Jul 26, 2020Updated 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.☆35Apr 23, 2020Updated 6 years ago
- Video Predicting using ConvLSTM and pytorch☆120Mar 30, 2021Updated 5 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.
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆20Feb 3, 2020Updated 6 years ago
- Unofficial PyTorch implementation of E3D-LSTM☆127Jul 25, 2019Updated 6 years ago
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆427Sep 12, 2022Updated 3 years ago
- e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond☆207Jul 9, 2022Updated 3 years ago
- ☆10Nov 18, 2021Updated 4 years ago
- Base-line model☆17Mar 15, 2022Updated 4 years ago
- ☆14May 28, 2022Updated 4 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆97Oct 22, 2020Updated 5 years ago
- ☆11Jul 15, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆14Dec 4, 2023Updated 2 years ago
- ☆37Oct 30, 2020Updated 5 years ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆153Oct 17, 2025Updated 7 months ago
- ☆28Mar 12, 2021Updated 5 years ago
- ☆96Jul 25, 2024Updated last year
- Moving MNIST as PyTorch Dataset☆100Aug 10, 2020Updated 5 years ago
- ☆44Feb 3, 2021Updated 5 years ago
- Pytorch implementation of Self-Attention ConvLSTM☆109Jul 24, 2024Updated last year
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆15May 4, 2021Updated 5 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.
- ☆173Jul 30, 2024Updated last year
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆14May 20, 2022Updated 4 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Mar 29, 2026Updated 2 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆128Sep 18, 2025Updated 8 months ago
- ☆12Aug 12, 2023Updated 2 years ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆187Jan 3, 2025Updated last year
- The open-source solutions of FourCastNet and GraphCast☆379Apr 18, 2023Updated 3 years ago