Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark
☆99Jan 30, 2026Updated 9 months ago
Alternatives and similar repositories for WEATHER-5K
Users that are interested in WEATHER-5K are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Mar 17, 2026Updated 7 months ago
- Official Implementation of Data-Driven Precipitation Nowcasting Using Satellite Imagery (AAAI2025)☆30Oct 14, 2025Updated last year
- Official implementation of the ICLR'26 paper: exPreCast☆20Feb 9, 2026Updated 8 months ago
- A benchmark dataset for data-driven weather forecasting☆841Dec 8, 2023Updated 2 years ago
- ☆77Oct 29, 2024Updated 2 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.
- A benchmark for the next generation of data-driven global weather models.☆648Oct 21, 2026Updated 2 weeks ago
- ☆15Aug 21, 2023Updated 3 years ago
- [NeurIPS'24] Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling☆170Feb 4, 2025Updated last year
- W4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))☆21Jun 23, 2023Updated 3 years ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆99Sep 28, 2026Updated last month
- 🍃 Wind Speed Prediction Model based on Pytorch☆15Dec 4, 2023Updated 2 years ago
- ☆33Apr 15, 2024Updated 2 years ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆50Oct 28, 2026Updated last week
- AI Challenges based on the SEVIR weather dataset☆49Jun 24, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆181Dec 18, 2025Updated 10 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆16Oct 23, 2024Updated 2 years ago
- Official Code for a KDD 2025 paper "Physics-Guided Learning of Meteorological Dynamics for Weather Downscaling and Forecasting"☆21Jul 22, 2025Updated last year
- The open-source solutions of FourCastNet and GraphCast☆385Apr 18, 2023Updated 3 years ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆161Oct 17, 2025Updated last year
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆187Jan 3, 2025Updated last year
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆45May 2, 2024Updated 2 years ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆148Sep 18, 2025Updated last year
- Precipitation Nowcasting using Dyffusion framework.☆12Dec 23, 2024Updated 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.
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆27May 12, 2023Updated 3 years ago
- ☆18Updated this week
- ☆28Jun 22, 2026Updated 4 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆36Nov 6, 2024Updated 2 years ago
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆241Nov 16, 2023Updated 2 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆103Oct 22, 2020Updated 6 years ago
- A large compression model for weather and climate data, which compresses a 400+ TB ERA5 dataset into a new 0.8 TB CRA5 dataset.☆120Oct 19, 2024Updated 2 years ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆305Updated this week
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆381Jun 23, 2025Updated last year
- 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.
- What goes up must come down again.☆13Nov 12, 2021Updated 4 years ago
- ☆10Apr 9, 2025Updated last year
- ☆22Mar 13, 2025Updated last year
- NeuralGCM's differentiable dycore☆340Updated this week
- ☆55Jan 9, 2025Updated last year
- This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022☆133Mar 6, 2022Updated 4 years ago
- ☆88Mar 17, 2025Updated last year