georgemilosh / Climate-LearningLinks
How to predict extreme events in climate using rare event algorithms and modern tools of machine learning
☆24Updated 10 months ago
Alternatives and similar repositories for Climate-Learning
Users that are interested in Climate-Learning are comparing it to the libraries listed below
Sorting:
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Updated 3 years ago
- ☆20Updated 7 months ago
- Lorenz 1996 two time-scale model for learning machine learning☆58Updated 2 weeks ago
- ☆33Updated 2 years ago
- ☆19Updated 2 months 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
- machine learning for the atmospheric sciences - a CSU course☆34Updated 2 years ago
- Notes and practicals for my "Physics of the Climate System" lecture☆29Updated last year
- El nino forecast based on a few machine learning methods☆24Updated 9 years ago
- Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.☆33Updated 3 years ago
- Compute streamfunction, velocity potential and helmholtz decomposition from non-global wind data☆18Updated 5 years ago
- XRO: Extended nonlinear Recharge Oscillator model☆29Updated 4 months ago
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆25Updated 2 weeks ago
- Code for Sonnewald and Lguensat 2021☆24Updated 2 years ago
- Supplementary files and scripts for Nowack et al., Causal networks for climate model evaluation and constrained projections, Nature Commu…☆19Updated 4 years ago
- ¡AnDA! is a Python library for the Analog Data Assimilation.☆28Updated 4 years ago
- A Python package for Climate Field Reconstruction☆21Updated last week
- ☆23Updated this week
- A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patterns☆12Updated 7 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
- ☆110Updated last year
- ☆37Updated 4 months ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆59Updated 10 months ago
- ☆14Updated 8 years ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆32Updated last month
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆38Updated 2 years ago
- ☆14Updated 5 years ago
- ML Datasets Catalog☆60Updated 2 years ago
- ☆13Updated 3 years ago
- A Python Package for Statistical Analysis of Climate☆64Updated this week