dreaming-coder / STudy
时空预测模型PyTorch复现
☆51Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for STudy
- TianChi AIEarth Contest Solution☆81Updated 3 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
- Base-line model☆16Updated 2 years ago
- This is a Pytorch implementation of PredRNN++☆37Updated 4 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆44Updated 7 months ago
- Convolutional LSTM for Precipitation Nowcasting☆50Updated 6 years ago
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆51Updated last year
- ☆25Updated 10 months ago
- Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Lea…☆98Updated 3 years ago
- Pytorch implementation of Self-Attention ConvLSTM☆70Updated 3 months ago
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆19Updated 4 years ago
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆17Updated 4 years ago
- Pytorch Implementation of the Paper: Self-Attention ConvLSTM for Spatiotemporal Prediction☆10Updated 2 weeks ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 2 years ago
- Self-Attention ConvLSTM for Spatiotemporal Prediction, described in `https://ojs.aaai.org//index.php/AAAI/article/view/6819`, test on Mov…☆61Updated 3 years ago
- ☆89Updated 3 months ago
- The Radar Echo Extrapolation Model☆30Updated 3 years ago
- ☆12Updated last year
- A model for short-term precipitation forecasting based on radar data☆55Updated 4 months ago
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆150Updated 5 years ago
- ☆20Updated last year
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆11Updated 9 months ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆35Updated 2 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆34Updated 3 years ago
- ☆111Updated 3 months ago
- ☆10Updated 2 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆14Updated 3 years ago
- This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …☆25Updated 3 years ago
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆448Updated last year
- ☆19Updated 2 years ago