Spatial-temperal Prediction Model based on history observation and WRF numerical prediction
☆38Aug 19, 2019Updated 6 years ago
Alternatives and similar repositories for ConvLSTM-RAU-net
Users that are interested in ConvLSTM-RAU-net are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Typhoon Prediction☆13Jan 10, 2020Updated 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 5 years ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Sep 20, 2023Updated 2 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Oct 9, 2018Updated 7 years ago
- Predict pictures based on ConvLSTM☆20Aug 12, 2020Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆21Jul 5, 2018Updated 7 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
- 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
- Python library to create file in the LITTLE_R format, an ASCII-based observation file format used in WRF.☆21Oct 25, 2021Updated 4 years ago
- ☆46May 14, 2018Updated 7 years ago
- An implementation of tensorflow-based TrajGRU model☆24Aug 21, 2019Updated 6 years ago
- ☆17Jun 13, 2021Updated 4 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
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Mar 17, 2020Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Convolutional LSTM for Precipitation Nowcasting☆60Feb 11, 2018Updated 8 years ago
- Python3可视化雷达PUP数据产品(CINRAD-PUP)☆16Jun 25, 2021Updated 4 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆50Mar 15, 2024Updated 2 years ago
- Module for working with global/regional Chemical Transport Model (CTM) output and observations☆14Mar 2, 2023Updated 3 years ago
- ☆13Jan 9, 2018Updated 8 years ago
- The code of "MGTCF: Multi-Generator Tropical Cyclone Forecasting with Heterogeneous Meteorological Data" accepted by AAAI2023.☆21Jul 11, 2023Updated 2 years ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆45Nov 15, 2022Updated 3 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- U-Net architecture inspired by "Machine Learning for Precipitation Nowcasting from Radar Images", implemented in Keras (Tensorflow).☆12Feb 17, 2021Updated 5 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.
- Open Source Weather Radar Software Course☆13Jul 11, 2018Updated 7 years ago
- Tools for deep learning and ensemble forecasting☆13Nov 24, 2018Updated 7 years ago
- ☆95Jul 25, 2024Updated last year
- Uses machine learning to predict convective initiation and decay from satellite data.☆28Jun 7, 2023Updated 2 years ago
- ☆34Sep 4, 2017Updated 8 years ago
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆20Feb 3, 2020Updated 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
- AI Challenges based on the SEVIR weather dataset☆47Jun 24, 2025Updated 9 months ago
- Forecasting cryptocurrency price movements with graph neural networks.☆10Mar 13, 2020Updated 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.
- Microservice for consuming NWP data.☆17Apr 2, 2026Updated 2 weeks ago
- iAETA(基于大数据与AI的地震临震预测) /todo☆13Jun 3, 2024Updated last year
- 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
- 使用以d3.js为主的库作海洋可视分析☆11Jul 6, 2023Updated 2 years ago
- Pytorch-based adaptive deformable convolution☆18Jun 26, 2021Updated 4 years ago
- pytorch implemention of trajGRU.☆593Jun 22, 2019Updated 6 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Jul 22, 2022Updated 3 years ago