darothen / ai-models-for-all
Run AI NWP forecasts hassle-free, serverless in the cloud!
☆112Updated 11 months ago
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
- Ai2 Climate Emulator☆87Updated last month
- ☆89Updated 11 months ago
- Benchmarking of MLWP and NWP focusing on extreme meteorological events with emphasis on explainable material impacts to society and stake…☆37Updated 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☆41Updated last week
- ☆47Updated this week
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆219Updated 3 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆82Updated 3 weeks ago
- ☆76Updated 5 months ago
- ☆99Updated 5 months ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆31Updated 2 weeks ago
- This repository contains the code and data for the paper "Multi-Modal Graph Neural Networks for Localized Off-Grid Weather Forecasting".☆38Updated 4 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated last year
- Data access package for the SubseasonalClimateUSA dataset☆29Updated 4 months ago
- Subseasonal forecasting models☆49Updated last month
- ☆39Updated 3 months ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆96Updated last month
- Research Software for Neural Weather Prediction for Limited Area Modeling☆145Updated last month
- ☆25Updated this week
- ☆62Updated last year
- Lorenz 1996 two time-scale model for learning machine learning☆50Updated last month
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆134Updated 3 weeks ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- ☆194Updated last week
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆19Updated 5 months ago
- ☆54Updated this week
- 🌦️ A catalogue and categorization of AI-based weather forecasting models.☆127Updated 5 months ago
- AtmoRep model code☆46Updated last week
- Python tools to work with weather and climate data☆77Updated this week
- Code for neural network parameterization project☆74Updated 4 years ago