Deep Learning Weather Prediction
☆165Dec 3, 2019Updated 6 years ago
Alternatives and similar repositories for DLWP
Users that are interested in DLWP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tools for deep learning and ensemble forecasting☆13Nov 24, 2018Updated 7 years ago
- Deep learning models for global weather prediction on a cubed sphere☆96Oct 3, 2020Updated 6 years ago
- Machine learning forecast model for WxChallenge☆97Apr 10, 2020Updated 6 years ago
- W4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))☆21Jun 23, 2023Updated 3 years ago
- A benchmark dataset for data-driven weather forecasting☆839Dec 8, 2023Updated 2 years ago
- 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.
- ☆211Mar 12, 2025Updated last year
- ☆116Sep 24, 2024Updated 2 years ago
- ☆14Jan 30, 2019Updated 7 years ago
- Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019☆95Mar 24, 2023Updated 3 years ago
- Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability …☆74Feb 10, 2024Updated 2 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆90Mar 24, 2023Updated 3 years ago
- Code accompanying our IARAI Weather4cast Challenge☆50Mar 29, 2022Updated 4 years ago
- ☆13Dec 18, 2021Updated 4 years ago
- The open-source solutions of FourCastNet and GraphCast☆385Apr 18, 2023Updated 3 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.
- Experiments demonstrating coupled online learning for machine learning parameterizations☆22Mar 25, 2023Updated 3 years ago
- code for simple models of the atmosphere and ocean☆33Dec 5, 2021Updated 4 years ago
- Initial public release of code, data, and model weights for FourCastNet☆706Oct 2, 2023Updated 3 years ago
- Machine Learning in Python for Environmental Science Problems AMS Short Course Material☆184Jul 25, 2019Updated 7 years ago
- ☆19Feb 13, 2024Updated 2 years ago
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆30Jul 9, 2025Updated last year
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆40Sep 13, 2023Updated 3 years ago
- Python package for easy access to weather and climate data☆391Nov 13, 2024Updated last year
- Interpretable Deep Learning for Spatial Analysis of Severe Hailstorms☆23Mar 8, 2021Updated 5 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.
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆257Jan 28, 2026Updated 9 months ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆305Updated this week
- End-to-end NWP systems in containers.☆28Sep 19, 2022Updated 4 years ago
- LONG-TERM TYPHOON TRAJECTORY PREDICTION: A PHYSICS-CONDITIONED APPROACH WITHOUT REANALYSIS DATA☆20Jun 24, 2024Updated 2 years ago
- 提供一些关于气象应用开发的基础功能函数,包括数组处理、数学函数、物理常数、时间处理、客观分析等模块。☆53Feb 14, 2025Updated last year
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- A cookbook meant to work with various weather radar data☆16Jan 13, 2026Updated 9 months ago
- MelXior: a Neural Weather Forecasting app distilling knowledge from models including GPT-3, DALL-E and FourCastNet☆14Nov 14, 2022Updated 3 years ago
- Fog Prediction using 3D CNN with dense block and attention☆19Jul 17, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Dataset loader for the Digital Typhoon Project | Kitamoto Lab☆21Aug 19, 2025Updated last year
- A benchmark for the next generation of data-driven global weather models.☆646Oct 21, 2026Updated last week
- Weather Forecasting report over the Jaipur Dataset for Rain Prediction☆32Oct 25, 2019Updated 7 years ago
- ☆43Jul 5, 2025Updated last year
- ☆54Feb 28, 2026Updated 8 months ago
- MetEva aims to provide fast and efficient evaluation and validation methods and processes for weather forecasting products. From numerica…☆201Feb 25, 2026Updated 8 months ago
- ☆15Jun 4, 2014Updated 12 years ago