dreaming-coder / STudyLinks
时空预测模型PyTorch复现
☆53Updated 3 years ago
Alternatives and similar repositories for STudy
Users that are interested in STudy are comparing it to the libraries listed below
Sorting:
- TianChi AIEarth Contest Solution☆79Updated 4 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.☆35Updated 5 years ago
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆58Updated 2 years ago
- ☆95Updated last year
- This is a Pytorch implementation of PredRNN++☆39Updated 5 years ago
- ☆32Updated last year
- ☆19Updated 2 years ago
- Pytorch implementation of Self-Attention ConvLSTM☆108Updated last year
- Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Lea…☆107Updated 4 years ago
- Self-Attention ConvLSTM for Spatiotemporal Prediction, described in `https://ojs.aaai.org//index.php/AAAI/article/view/6819`, test on Mov…☆66Updated 4 years ago
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆513Updated 2 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆15Updated 4 years ago
- Pytorch Implementation of the Paper: Self-Attention ConvLSTM for Spatiotemporal Prediction☆29Updated last year
- The Radar Echo Extrapolation Model☆40Updated 4 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Updated last year
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆432Updated 3 years ago
- Convolutional LSTM for Precipitation Nowcasting☆59Updated 7 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆49Updated last year
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆18Updated 5 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- Pytorch implementation code of Rainformer☆25Updated 2 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆37Updated 4 years ago
- ☆11Updated 4 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆285Updated 9 months ago
- Video Predicting using ConvLSTM and pytorch☆118Updated 4 years ago
- ☆48Updated 4 months ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Updated 3 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆44Updated 3 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Updated last year
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆14Updated 2 years ago