darothen / ai-models-for-allLinks
Run AI NWP forecasts hassle-free, serverless in the cloud!
☆114Updated last year
Alternatives and similar repositories for ai-models-for-all
Users that are interested in ai-models-for-all are comparing it to the libraries listed below
Sorting:
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆76Updated last week
- Ai2 Climate Emulator☆147Updated 3 weeks ago
- A modular framework for evaluating weather forecasts☆155Updated last week
- ☆106Updated last year
- The repository of the WeatherGenerator project☆93Updated this week
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆64Updated 2 weeks ago
- A generative foundation model for the kilometer-scale atmosphere☆85Updated last week
- ☆92Updated last year
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆92Updated 9 months ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆103Updated 9 months ago
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆246Updated 11 months ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆159Updated 10 months ago
- ML Datasets Catalog☆59Updated 2 years ago
- Subseasonal forecasting models☆55Updated 10 months ago
- ☆60Updated this week
- 🌦️ A catalogue and categorization of AI-based weather forecasting models.☆136Updated 6 months ago
- Benchmarking of weather forecasts based on station observations☆81Updated 5 months ago
- A Python package for tackling diverse environmental prediction tasks with NPs.☆118Updated last month
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".☆47Updated 2 months ago
- ☆33Updated this week
- Code for neural network parameterization project☆76Updated 5 years ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆38Updated 8 months ago
- Climate Analytics using Deep Neural Networks in Python.☆66Updated 2 years ago
- ☆45Updated 11 months ago
- ☆13Updated this week
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆32Updated 2 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆184Updated last week
- Lorenz 1996 two time-scale model for learning machine learning☆56Updated 2 weeks ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆276Updated this week