thunderhoser / cira_uq4mlLinks
Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
☆18Updated 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:
- XRO: Extended nonlinear Recharge Oscillator model☆23Updated 3 weeks ago
- ¡AnDA! is a Python library for the Analog Data Assimilation.☆28Updated 3 years ago
- Lorenz 1996 two time-scale model for learning machine learning☆56Updated 2 weeks ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆59Updated 6 months 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
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆21Updated 2 weeks ago
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆34Updated 6 months ago
- Compute streamfunction, velocity potential and helmholtz decomposition from non-global wind data☆17Updated 5 years ago
- Code for Sonnewald and Lguensat 2021☆24Updated 2 years ago
- ☆20Updated 3 months ago
- A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.☆39Updated 3 months ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated this week
- ☆58Updated last year
- Invert geophysical fluid dynamic problems (elliptic partial differential equations) using SOR iteration method.☆56Updated 6 months ago
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆22Updated 6 months ago
- Calculate tropical cyclone related indices like GPI, VI, etc.☆17Updated 3 years ago
- Forecast Verification/Validation Tools in Python☆35Updated 2 years ago
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 4 years ago
- ☆33Updated last year
- ☆13Updated 7 years ago
- ☆103Updated last year
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated 2 years ago
- Mid-Latitude Evaluation System☆15Updated 4 years ago
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆55Updated last week
- ☆13Updated 2 years ago
- Pythie is a Python package to postprocess weather forecasts. Presently, it contains the modules: MBM: a module to make member-by-member e…☆11Updated 2 years ago
- A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting☆22Updated 11 months ago
- Python library for processing ensemble weather forecasts☆23Updated 4 months ago
- El nino forecast based on a few machine learning methods☆24Updated 9 years ago
- Simulate SEVIRI satellite channels from WRF output☆24Updated 9 months ago