darothen / ai-models-for-all
Run AI NWP forecasts hassle-free, serverless in the cloud!
☆108Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for ai-models-for-all
- Ai2 Climate Emulator☆55Updated this week
- ☆88Updated 7 months ago
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆103Updated this week
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆203Updated this week
- scores: Metrics for the verification, evaluation and optimisation of forecasts, predictions or models.☆74Updated this week
- Subseasonal forecasting models☆45Updated 2 weeks ago
- ☆68Updated 2 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆88Updated last year
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆72Updated last year
- This repository contains the code and data for the paper "Multi-Modal Graph Neural Networks for Localized Off-Grid Weather Forecasting".☆30Updated this week
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆87Updated 10 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆118Updated this week
- ☆34Updated this week
- ☆190Updated last year
- PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.0…☆199Updated this week
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆55Updated last year
- 🌦️ A catalogue and categorization of AI-based weather forecasting models.☆118Updated last month
- Lorenz 1996 two time-scale model for learning machine learning☆38Updated this week
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated last month
- ☆58Updated 9 months ago
- Python tools to work with weather and climate data☆53Updated this week
- A Python package for tackling diverse environmental prediction tasks with NPs.☆94Updated last week
- ☆21Updated 9 months ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆141Updated this week
- post-processing experiments with neural networks☆59Updated 3 years ago
- ☆92Updated 2 months ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆83Updated 3 months ago
- ☆111Updated 3 years ago
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆105Updated last week
- Code for neural network parameterization project☆71Updated 4 years ago