Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
☆46Apr 2, 2025Updated last year
Alternatives and similar repositories for WeatherReal-Benchmark
Users that are interested in WeatherReal-Benchmark are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆40Updated this week
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Mar 17, 2026Updated 4 months ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆126Updated this week
- This repository contains the code used for "ADAF: An Artificial Intelligence Data Assimilation Framework for Weather Forecasting"☆13Jan 9, 2025Updated last year
- Latent Diffusion model for ensemble weather forecasting☆27Mar 4, 2026Updated 5 months 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.
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆16Oct 23, 2024Updated last year
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆11Jan 24, 2026Updated 6 months ago
- A modular framework for evaluating weather forecasts☆237Updated this week
- Research Software for Neural Weather Prediction for Limited Area Modeling☆283Aug 2, 2026Updated last week
- ☆11Jul 15, 2024Updated 2 years ago
- Implementation of the Aurora model for Earth system forecasting☆991Updated this week
- A collection of research papers on Diffusion Models for Weather Forecasting.☆257Jul 15, 2025Updated last year
- ☆22Mar 13, 2025Updated last year
- ☆54Jan 9, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆43Jun 29, 2025Updated last year
- Integrating Large Weather Models with Data Assimilation☆26Jun 2, 2024Updated 2 years ago
- Fusion of multi-source precipitation records via coordinate-based generative models☆19Feb 10, 2026Updated 6 months ago
- Official implementation of OmniCast: A Masked Latent Diffusion Model for Weather Forecasting Across Time Scales☆22Nov 23, 2025Updated 8 months ago
- 基于塔顶摄像头的能见度反算项目☆16Feb 22, 2024Updated 2 years ago
- R&D Python package for processing ICON data with xarray☆10Jul 26, 2023Updated 3 years ago
- A NWP precipitation bias correction model based on Unet☆19Sep 22, 2022Updated 3 years ago
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆241Nov 16, 2023Updated 2 years ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆303Aug 3, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A tool to work in weather radar data in xarray☆139Aug 1, 2026Updated last week
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆40May 13, 2026Updated 2 months ago
- SolarSeer: Ultrafast and accurate 24-hour solar irradiance forecasts outperforming numerical weather prediction across the USA☆16Nov 2, 2025Updated 9 months ago
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆256Jan 28, 2026Updated 6 months ago
- Lazily open petabyte-scale GRIB datasets consisting of trillions of GRIB messages from xarray☆46Mar 31, 2025Updated last year
- Weather4Cast 2023 NeurIPS Competition - RainAI☆16Dec 4, 2023Updated 2 years ago
- Official Implementation of Data-Driven Precipitation Nowcasting Using Satellite Imagery (AAAI2025)☆29Oct 14, 2025Updated 9 months ago
- Leibniz is a python package which provide facilities to express learnable partial differential equations with PyTorch☆15Sep 13, 2021Updated 4 years ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆96Jan 30, 2026Updated 6 months 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.
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆185Jan 3, 2025Updated last year
- A benchmark for the next generation of data-driven global weather models.☆628Aug 1, 2026Updated last week
- The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.☆14Mar 25, 2024Updated 2 years ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆126Mar 18, 2025Updated last year
- Building a Zarr data cube using serverless cloud compute☆57Sep 2, 2025Updated 11 months ago
- Tooling for creating, visualising and storing data-driven weather-model graphs☆33Jul 29, 2026Updated last week
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆78Jul 27, 2026Updated 2 weeks ago