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
Alternatives and similar repositories for Basic_PredRNN_Seq2seq
Users that are interested in Basic_PredRNN_Seq2seq are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆24Dec 15, 2023Updated 2 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆38Aug 19, 2019Updated 6 years ago
- TianChi AIEarth Contest Solution☆79Oct 25, 2021Updated 4 years ago
- PredRNN using TensorFlow Keras☆10Oct 18, 2018Updated 7 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- 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.
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Sep 20, 2023Updated 2 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
- ☆12Aug 12, 2023Updated 2 years ago
- This is a Pytorch implementation of PredRNN++☆40May 9, 2020Updated 6 years ago
- ☆95Jul 25, 2024Updated last year
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆523Nov 4, 2023Updated 2 years ago
- Convolutional Recurrent Neural Networks for Predicting Sea Ice Concentration in the Arctic☆18Jun 6, 2021Updated 4 years ago
- ☆19May 13, 2023Updated 3 years ago
- 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
- 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.
- Pytorch implementation of paper: FORECAST-CLSTM: A New Convolutional LSTM Network for Cloudage Nowcasting (VCIP2018).☆14May 30, 2021Updated 4 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Mar 29, 2026Updated last month
- 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
- 雷达回波外推，ConvLSTM，训练模型并外推。☆86May 27, 2018Updated 7 years ago
- 多变量时序预测transformer☆17Sep 13, 2022Updated 3 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆50Mar 15, 2024Updated 2 years ago
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆13Dec 14, 2021Updated 4 years ago
- ConvLSTM for short-term precipitation forecasting.☆23Apr 17, 2019Updated 7 years ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆35Nov 6, 2024Updated last year
- 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.
- pytorch implemention of trajGRU.☆594Jun 22, 2019Updated 6 years ago
- RasterSmith is a package to preprocess different NASA Earth observing satellite data products into common resolution, spatial reference, …☆13Oct 3, 2018Updated 7 years ago
- CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images☆227May 4, 2018Updated 8 years ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆20Aug 30, 2022Updated 3 years ago
- A library designed to implement deep learning algorisms to climate data for weather and climate prediction.☆21Sep 22, 2022Updated 3 years ago
- A Baseline of Typhoon Prediction☆50Dec 15, 2023Updated 2 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Mar 17, 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
- AI Challenges based on the SEVIR weather dataset☆47Jun 24, 2025Updated 10 months ago
- 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.
- Skilful precipitation nowcasting using deep generative models of radar☆37Nov 10, 2021Updated 4 years ago
- Typhoon Prediction☆13Jan 10, 2020Updated 6 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
- 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
- ☆20Aug 26, 2020Updated 5 years ago
- Implementation of occupancy grid predictions via ConvLSTM video frame prediction architecture.☆21Feb 16, 2021Updated 5 years ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆17Jul 29, 2025Updated 9 months ago