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:
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆22Updated 2 weeks ago
- Lorenz 1996 two time-scale model for learning machine learning☆56Updated last week
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆59Updated 8 months ago
- XRO: Extended nonlinear Recharge Oscillator model☆27Updated 2 months ago
- ¡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☆24Updated 7 months ago
- ☆20Updated 4 months ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated last month
- 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
- Invert geophysical fluid dynamic problems (elliptic partial differential equations) using SOR iteration method.☆57Updated this week
- ☆33Updated last year
- ☆106Updated last year
- This repository provides a Python implementation of the calculation algorithm for the OLR-based MJO index (OMI).☆42Updated 3 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated 2 years ago
- A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.☆40Updated 5 months ago
- ☆13Updated 2 years ago
- Compute streamfunction, velocity potential and helmholtz decomposition from non-global wind data☆18Updated 5 years ago
- El nino forecast based on a few machine learning methods☆24Updated 9 years ago
- Calculate tropical cyclone related indices like GPI, VI, etc.☆18Updated 3 years ago
- Simulate SEVIRI satellite channels from WRF output☆24Updated last week
- A challenge on the mapping of satellite altimeter sea surface height data organised by MEOM@IGE, Ocean-Next and CLS.☆38Updated 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
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 5 years ago
- Earth Computer Hyperparameter Optimization☆20Updated 9 months ago
- Forecast Verification/Validation Tools in Python☆35Updated 2 years ago
- A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting☆22Updated last year
- Notes and practicals for my "Physics of the Climate System" lecture☆29Updated last year
- Mid-Latitude Evaluation System☆15Updated 4 years ago
- A generative foundation model for the kilometer-scale atmosphere☆84Updated last week