thunderhoser / cira_uq4mlLinks
Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
☆19Updated 3 years ago
Alternatives and similar repositories for cira_uq4ml
Users that are interested in cira_uq4ml are comparing it to the libraries listed below
Sorting:
- XRO: Extended nonlinear Recharge Oscillator model☆27Updated 3 months ago
- Lorenz 1996 two time-scale model for learning machine learning☆57Updated last week
- ¡AnDA! is a Python library for the Analog Data Assimilation.☆28Updated 3 years ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆59Updated 9 months ago
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆22Updated last month
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆32Updated this week
- Invert geophysical fluid dynamic problems (elliptic partial differential equations) using SOR iteration method.☆57Updated last month
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆49Updated 7 years ago
- Calculate tropical cyclone related indices like GPI, VI, etc.☆18Updated 3 years ago
- ☆58Updated last year
- Compute streamfunction, velocity potential and helmholtz decomposition from non-global wind data☆18Updated 5 years ago
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆24Updated 8 months ago
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 5 years ago
- El nino forecast based on a few machine learning methods☆24Updated 9 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated 2 years ago
- Beta for Pangeo Postprocessing☆18Updated 5 years ago
- A numerical model of atmospheric general circulation on the tropical beta-plane based on the Gill 1980 paper.☆16Updated 3 years ago
- Forecast Verification/Validation Tools in Python☆35Updated 2 years ago
- Code for Sonnewald and Lguensat 2021☆24Updated 2 years ago
- Simulate satellite images from WRF and MPAS model output☆25Updated 3 weeks ago
- The central point of ongoing research regarding the usefulness of the large-scale atmospheric variability in the Mediterranean for foreca…☆29Updated 3 years ago
- Earth Computer Hyperparameter Optimization☆20Updated 10 months ago
- A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.☆40Updated 6 months ago
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆38Updated this week
- NERSC Ensemble Data Assimilation System☆14Updated last week
- A python wrapper for aerobulk (https://github.com/brodeau/aerobulk)☆21Updated last week
- ☆33Updated 2 years ago
- post-processing experiments with neural networks☆63Updated 4 years ago
- ☆108Updated last year
- This repository provides a Python implementation of the calculation algorithm for the OLR-based MJO index (OMI).☆43Updated 3 years ago