天池”AI Earth“气象海洋预测竞赛的Topline学习教程
☆76Dec 4, 2021Updated 4 years ago
Alternatives and similar repositories for time-series-learning
Users that are interested in time-series-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 使用以d3.js为主的库作海洋可视分析☆11Jul 6, 2023Updated 3 years ago
- 2020DCIC-智慧海洋建设算法赛方案分享,队伍名:抗毒救灾,成绩:初赛Rank7,复赛Rank12☆14May 24, 2020Updated 6 years ago
- Today satellites provide a surface signature of the temperature with a high spatial frequency: ie a good horizontal resolution but a low …☆13Oct 23, 2019Updated 7 years ago
- 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
- Example python scripts to detect flash drought events from gridded soil moisture data☆13Apr 6, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆12Sep 5, 2024Updated 2 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆15Dec 1, 2024Updated last year
- ☆13Dec 7, 2022Updated 3 years ago
- ☆20Nov 13, 2017Updated 8 years ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆18Jul 29, 2025Updated last year
- 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
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆13Jul 10, 2022Updated 4 years ago
- TianChi AIEarth Contest Solution☆79Oct 25, 2021Updated 5 years ago
- A curated list of papers on AI-driven weather forecasting — medium-range, nowcasting, super resolution, data assimilation, extreme weathe…☆22Aug 4, 2026Updated 3 months 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.
- This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022☆133Mar 6, 2022Updated 4 years ago
- A model for short-term precipitation forecasting based on radar data☆75Jul 4, 2024Updated 2 years ago
- ☆24Oct 16, 2025Updated last year
- 招商银行2020FinTech精英训练营数据赛道TOP7方案☆26Jun 17, 2024Updated 2 years ago
- Paper scripts for O and Park (Nature Commun. Earth Environ, 2024)☆13Feb 10, 2024Updated 2 years ago
- ☆10Mar 22, 2023Updated 3 years ago
- ENSO forecasting competition.☆11May 22, 2021Updated 5 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
- ☆13Aug 12, 2023Updated 3 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.
- A curated list of awesome resources related to using AI for weather forecasting and climate modeling.☆23Mar 1, 2025Updated last year
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆50Nov 19, 2018Updated 7 years ago
- 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
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆100Jul 30, 2024Updated 2 years ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆36Nov 6, 2024Updated 2 years ago
- 2021科大讯飞试题标签预测挑战赛亚军方案☆13Dec 4, 2021Updated 4 years ago
- Code to support publication: Holbrook et al., Nature Communications, A global assessment of marine heatwaves and their drivers.☆22Nov 19, 2020Updated 5 years ago
- 佳格天地比赛,时空序列预测,决赛top6方案☆17Jun 18, 2019Updated 7 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
- 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.
- Pytorch implementation of Self-Attention ConvLSTM☆110Jul 24, 2024Updated 2 years ago
- [NeurIPS 2022]RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling☆60Sep 8, 2024Updated 2 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Mar 29, 2026Updated 7 months ago
- Pytorch implementation code of Rainformer☆29Jun 6, 2023Updated 3 years ago
- A super lightweight Lagrangian model for calculating millions of WRF trajectories.☆19Nov 22, 2020Updated 5 years ago
- 比赛中的通用方法和模板☆17Sep 8, 2020Updated 6 years ago
- ☆10Jan 15, 2022Updated 4 years ago