thunderhoser / cira_uq4mlLinks
Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
☆19Updated 2 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:
- Lorenz 1996 two time-scale model for learning machine learning☆56Updated 3 weeks ago
- XRO: Extended nonlinear Recharge Oscillator model☆24Updated last month
- ¡AnDA! is a Python library for the Analog Data Assimilation.☆28Updated 3 years ago
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆23Updated 7 months ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆59Updated 7 months ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 3 weeks ago
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆49Updated 6 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated 2 years ago
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 5 years ago
- Invert geophysical fluid dynamic problems (elliptic partial differential equations) using SOR iteration method.☆57Updated 7 months ago
- Command Line Interface to download ERA5 from Copernicus Climate Data Service☆56Updated 6 months ago
- This repository provides a Python implementation of the calculation algorithm for the OLR-based MJO index (OMI).☆42Updated 2 years ago
- ☆58Updated last year
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆35Updated 7 months ago
- A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.☆40Updated 4 months ago
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆21Updated last month
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆59Updated this week
- Forecast Verification/Validation Tools in Python☆35Updated 2 years ago
- A challenge on the mapping of satellite altimeter sea surface height data organised by MEOM@IGE, Ocean-Next and CLS.☆38Updated 2 years ago
- Simulate SEVIRI satellite channels from WRF output☆24Updated 10 months ago
- Earth Computer Hyperparameter Optimization☆20Updated 8 months ago
- Code for Sonnewald and Lguensat 2021☆24Updated 2 years ago
- Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.☆37Updated 11 months ago
- matlab code used for analysis in Jacox et al. 2022☆12Updated 3 years ago
- ☆105Updated last year
- Examples of CMIP6 cloud data analysis with Pangeo☆25Updated last year
- El nino forecast based on a few machine learning methods☆24Updated 9 years ago
- Calculate tropical cyclone related indices like GPI, VI, etc.☆17Updated 3 years ago
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆42Updated 4 years ago
- Compute streamfunction, velocity potential and helmholtz decomposition from non-global wind data☆17Updated 5 years ago