Convolutional LSTM for Precipitation Nowcasting
☆62Feb 11, 2018Updated 8 years ago
Alternatives and similar repositories for ConvLSTM-2
Users that are interested in ConvLSTM-2 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ConvLSTM for short-term precipitation forecasting.☆23Apr 17, 2019Updated 7 years ago
- Typhoon Prediction☆13Jan 10, 2020Updated 6 years ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆198Nov 3, 2017Updated 8 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Oct 9, 2018Updated 8 years ago
- 雷达回波外推,ConvLSTM,训练模型并外推。☆88May 27, 2018Updated 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.
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆439Oct 13, 2022Updated 4 years ago
- pytorch implemention of trajGRU.☆604Jun 22, 2019Updated 7 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.☆36Apr 23, 2020Updated 6 years ago
- ☆47May 14, 2018Updated 8 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆50Mar 15, 2024Updated 2 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆155Jun 1, 2021Updated 5 years ago
- Tools for deep learning and ensemble forecasting☆13Nov 24, 2018Updated 7 years ago
- Extension of ConvLSTM and Time-LSTM for irregularly spaced images, appropriate for Remote Sensing☆23Jul 30, 2020Updated 6 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆38Aug 19, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆432Sep 12, 2022Updated 4 years ago
- TianChi AIEarth Contest Solution☆79Oct 25, 2021Updated 4 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆15Dec 1, 2024Updated last year
- Paper scripts for O and Park (Nature Commun. Earth Environ, 2024)☆12Feb 10, 2024Updated 2 years ago
- Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Lea…☆111Jan 26, 2021Updated 5 years ago
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆18Sep 7, 2020Updated 6 years ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆21Jul 5, 2018Updated 8 years ago
- We propose to continuously predict the whole $station \times feature$ map in the next 1 to 48 hours with a convolutional LSTM (ConvLSTM, …☆10Mar 10, 2020Updated 6 years ago
- MATLAB code for Combined Hybrid-Parallel Prediction☆10Nov 14, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …☆30Dec 25, 2020Updated 5 years ago
- U-Net architecture inspired by "Machine Learning for Precipitation Nowcasting from Radar Images", implemented in Keras (Tensorflow).☆12Feb 17, 2021Updated 5 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
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆20Nov 11, 2021Updated 4 years ago
- A model for short-term precipitation forecasting based on radar data☆74Jul 4, 2024Updated 2 years ago
- CIKM AnalytiCup 2017 is an open competition that is sponsored by Shenzhen Meteorological Bureau, Alibaba Group and CIKM2017. Our team got…☆89Dec 11, 2017Updated 8 years ago
- ☆31Jun 9, 2017Updated 9 years ago
- 2021 “AI Earth”人工智能创新挑战赛 AI助力精准气象和海洋预测☆13Apr 7, 2021Updated 5 years ago
- Forecasting sea surface temperatures of Pacific Ocean using ARIMA model in Python.☆15Jul 21, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆127Oct 9, 2019Updated 7 years ago
- A statistical downscaling approach using ConvLSTMs.☆30Nov 12, 2021Updated 4 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆293Sep 16, 2026Updated 3 weeks ago
- 一个通用的确定性预报准确率测评工具包☆33Mar 1, 2026Updated 7 months ago
- Video Predicting using ConvLSTM and pytorch☆120Mar 30, 2021Updated 5 years ago
- A list of Precipitation Nowcasting papers and related resources.☆197Dec 16, 2024Updated last year
- 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