The open-source solutions of FourCastNet and GraphCast
☆383Apr 18, 2023Updated 3 years ago
Alternatives and similar repositories for OpenCastKit
Users that are interested in OpenCastKit are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Initial public release of code, data, and model weights for FourCastNet☆697Oct 2, 2023Updated 2 years ago
- An official implementation of Pangu-Weather☆1,388Jan 12, 2024Updated 2 years ago
- ☆17Jan 2, 2024Updated 2 years ago
- Integrating Large Weather Models with Data Assimilation☆26Jun 2, 2024Updated 2 years ago
- A benchmark dataset for data-driven weather forecasting☆835Dec 8, 2023Updated 2 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.
- ☆178Dec 18, 2025Updated 8 months ago
- ☆20May 28, 2024Updated 2 years ago
- 盘古天气大模型全流程演示( 输入数据准备、预测及结果可视化)Unofficial demonstration of Huawei's Pangu Weather Model. Implementing the entire process of data preparati…☆214Jul 27, 2023Updated 3 years ago
- [2023]Run GraphCast in one click. The code will automatically install and run the model environment, automatically inferencing and demons…☆31Mar 23, 2024Updated 2 years ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆186Jun 18, 2026Updated 2 months ago
- 一个通用的确定性预报准确率测评工具包☆33Mar 1, 2026Updated 5 months ago
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Mar 17, 2026Updated 5 months ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆185Jan 3, 2025Updated last year
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆128Mar 18, 2025Updated last year
- 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.
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆98Apr 17, 2025Updated last year
- ☆116Sep 24, 2024Updated last year
- ☆53Feb 28, 2026Updated 6 months ago
- Official implementation of Earthformer☆467Jul 16, 2023Updated 3 years ago
- ☆19Feb 13, 2024Updated 2 years ago
- Adaptive FNO transformer - official Pytorch implementation☆288Nov 7, 2022Updated 3 years ago
- [ICML 2025] OneForecast: A Universal Framework for Global and Regional Weather Forecasting☆213Aug 21, 2026Updated last week
- Deep learning models for global weather prediction on a cubed sphere☆96Oct 3, 2020Updated 5 years ago
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆11Jan 24, 2026Updated 7 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆296Updated this week
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆96Jan 30, 2026Updated 7 months ago
- TianChi AIEarth Contest Solution☆79Oct 25, 2021Updated 4 years ago
- This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022☆132Mar 6, 2022Updated 4 years ago
- A list of Precipitation Nowcasting papers and related resources.☆196Dec 16, 2024Updated last year
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆292Apr 11, 2026Updated 4 months ago
- A benchmark for the next generation of data-driven global weather models.☆632Aug 1, 2026Updated 3 weeks ago
- ☆28May 18, 2024Updated 2 years ago
- Foundation model for weather & climate☆708Sep 30, 2023Updated 2 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.
- ☆97Sep 24, 2024Updated last year
- Latent diffusion for generative precipitation nowcasting☆146Jul 10, 2023Updated 3 years ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆303Updated this week
- ☆22Mar 13, 2025Updated last year
- NeuralGCM's differentiable dycore☆333Aug 21, 2026Updated last week
- Hybrid ML + physics model of the Earth's atmosphere☆1,008Jul 14, 2026Updated last month
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆34Feb 21, 2023Updated 3 years ago