Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"
☆431Sep 12, 2022Updated 4 years ago
Alternatives and similar repositories for HKO-7
Users that are interested in HKO-7 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- pytorch implemention of trajGRU.☆605Jun 22, 2019Updated 7 years ago
- CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images☆228May 4, 2018Updated 8 years ago
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆197Oct 9, 2019Updated 6 years ago
- Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆271Oct 9, 2019Updated 6 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆294Updated this week
- 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.
- An implementation of tensorflow-based TrajGRU model☆24Aug 21, 2019Updated 7 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
- 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
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆197Nov 3, 2017Updated 8 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆154Jun 1, 2021Updated 5 years ago
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆157Nov 8, 2019Updated 6 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Oct 9, 2018Updated 7 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆50Oct 14, 2021Updated 4 years ago
- 雷达回波外推,ConvLSTM,训练模型并外推。☆88May 27, 2018Updated 8 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.
- Python framework for short-term ensemble prediction systems.☆587Updated this week
- A list of Precipitation Nowcasting papers and related resources.☆197Dec 16, 2024Updated last year
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆21Jul 5, 2018Updated 8 years ago
- ☆33Apr 26, 2018Updated 8 years ago
- Implementation of Steiner and Smith Radar Quality-control algorithm☆18Jul 8, 2016Updated 10 years ago
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆439Oct 13, 2022Updated 3 years ago
- Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"☆219Mar 1, 2022Updated 4 years ago
- Common Video Prediction Architectures☆16Apr 25, 2018Updated 8 years ago
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆127Oct 9, 2019Updated 6 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.
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆531Nov 4, 2023Updated 2 years ago
- Convolutional LSTM for Precipitation Nowcasting☆62Feb 11, 2018Updated 8 years ago
- The China Weather Radar Toolkit, support most of China's radar formats(WSR98D, CINRAD/SA/SB/CB, CINRAD/CC/CCJ, CINRAD/SC/CD)☆252Updated this week
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆297Updated this week
- ☆35Sep 4, 2017Updated 9 years ago
- Machine learning forecast model for WxChallenge☆97Apr 10, 2020Updated 6 years ago
- ☆15Feb 4, 2022Updated 4 years ago
- Python3可视化雷达PUP数据产品(CINRAD-PUP)☆16Jun 25, 2021Updated 5 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆102Oct 22, 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.
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆163Apr 24, 2020Updated 6 years ago
- An implementation of convolutional lstms in tensorflow. The code is written in the same style as the basiclstmcell function in tensorflow☆417May 26, 2017Updated 9 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆15Dec 4, 2023Updated 2 years ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Sep 20, 2023Updated 3 years ago
- A module of independent functions to do precipitation retrievals from polarimetric radar data☆101Feb 19, 2026Updated 7 months 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☆13Nov 7, 2020Updated 5 years ago
- Multi-layer convolutional LSTM with Pytorch☆814Sep 27, 2020Updated 5 years ago