PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs
☆127Oct 9, 2019Updated 6 years ago
Alternatives and similar repositories for pred-rnn
Users that are interested in pred-rnn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆523Nov 4, 2023Updated 2 years ago
- This is a Pytorch implementation of PredRNN++☆40May 9, 2020Updated 5 years ago
- pytorch implemention of trajGRU.☆593Jun 22, 2019Updated 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.☆35Apr 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
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆424Sep 12, 2022Updated 3 years ago
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆437Oct 13, 2022Updated 3 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Oct 9, 2018Updated 7 years ago
- Code release for "PredCNN: Predictive Learning with Cascade Convolutions" (IJCAI 2018)☆27Aug 15, 2018Updated 7 years ago
- ☆58Dec 18, 2018Updated 7 years ago
- e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond☆206Jul 9, 2022Updated 3 years ago
- PredRNN using TensorFlow Keras☆10Oct 18, 2018Updated 7 years ago
- Multi-layer convolutional LSTM with Pytorch☆814Sep 27, 2020Updated 5 years ago
- Code for the paper "Spatio-Temporal Neural Networks for Space-Time Series Modeling and Relations Discovery"☆121Aug 31, 2019Updated 6 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.
- Convolutional LSTM for Precipitation Nowcasting☆61Feb 11, 2018Updated 8 years ago
- The code of the paper 'Deep Forecast : Deep Learning-based Spatio-Temporal Forecasting", ICML Time Series Workshop 2017.☆117Feb 13, 2020Updated 6 years ago
- ☆46May 14, 2018Updated 7 years ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆14May 20, 2022Updated 3 years ago
- ☆129Nov 22, 2022Updated 3 years ago
- ☆95Jul 25, 2024Updated last year
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆197Nov 3, 2017Updated 8 years ago
- Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"☆217Mar 1, 2022Updated 4 years ago
- Official Github repo of the VIST Challenge NAACL 2018☆17Aug 3, 2018Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019☆94Mar 24, 2023Updated 3 years ago
- Implementation of Convolutional LSTM in PyTorch.☆2,249Jul 26, 2020Updated 5 years ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆21Jul 5, 2018Updated 7 years ago
- ☆12Jul 17, 2020Updated 5 years ago
- "Attention in Convolutional LSTM for Gesture Recognition" in NIPS 2018☆223Aug 19, 2020Updated 5 years ago
- Common Video Prediction Architectures☆16Apr 25, 2018Updated 8 years ago
- CIKM AnalytiCup 2017 is an open competition that is sponsored by Shenzhen Meteorological Bureau, Alibaba Group and CIKM2017. Our team got…☆88Dec 11, 2017Updated 8 years ago
- Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel☆116Apr 30, 2019Updated 7 years ago
- Diverse Colorization in Torch☆19Dec 29, 2017Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- TianChi AIEarth Contest Solution☆79Oct 25, 2021Updated 4 years ago
- AI Challenger 2018 Weather Forecasting - 1st Place Solution☆67Nov 24, 2018Updated 7 years ago
- ☆22Mar 13, 2025Updated last year
- A PyTorch implementation of ConvTransformer: https://arxiv.org/pdf/2011.10185v1.pdf☆58Dec 18, 2020Updated 5 years ago
- Tensorflow Implementation of GeoMAN, IJCAI-18☆144Apr 30, 2019Updated 7 years ago
- Code Release for "Video Prediction via Example Guidance" (ICML 2020)☆13Jul 19, 2020Updated 5 years ago
- Use machine learning model for intense rainfall prediction. 基于深度学习的天气预报系统研究应用☆12Nov 7, 2020Updated 5 years ago