clessig / atmorep
AtmoRep model code
☆46Updated last month
Alternatives and similar repositories for atmorep:
Users that are interested in atmorep are comparing it to the libraries listed below
- Ai2 Climate Emulator☆88Updated 2 months ago
- Diffusion for climate downscaling☆56Updated 9 months ago
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆46Updated last month
- ☆90Updated 11 months ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆33Updated last week
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆97Updated last month
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆84Updated last month
- ☆40Updated this week
- ☆49Updated this week
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆36Updated 10 months ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- ☆41Updated 3 months ago
- Clean, easier to use version of the downscaling cGAN☆24Updated last year
- ☆26Updated this week
- Implementation of convolutional conditional neural processes for statistical downscaling☆32Updated 4 years ago
- ☆31Updated 2 years ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 5 months ago
- ☆40Updated 3 years ago
- Lorenz 1996 two time-scale model for learning machine learning☆50Updated 2 months ago
- Core implementation of the 4DVarNet architecture☆26Updated 11 months ago
- Core packages for Anemoi.☆34Updated this week
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆23Updated this week
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆22Updated last week
- post-processing experiments with neural networks☆61Updated 3 years ago
- A modular framework for evaluating weather forecasts☆85Updated this week
- ☆40Updated 3 months ago
- A lower-level API for Machine Learning inference in operations☆37Updated 3 weeks ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆56Updated last month
- ☆19Updated last year
- Regularized Adversarial Domain Adaptation -- data-driven correction of climate model biases☆11Updated 2 years ago