georgemilosh / Climate-LearningLinks
How to predict extreme events in climate using rare event algorithms and modern tools of machine learning
☆24Updated 9 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☆19Updated 3 years ago
- ☆20Updated 6 months ago
- ☆33Updated 2 years ago
- XRO: Extended nonlinear Recharge Oscillator model☆27Updated 3 months ago
- ☆18Updated last month
- Lorenz 1996 two time-scale model for learning machine learning☆57Updated 3 weeks 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
- The central point of ongoing research regarding the usefulness of the large-scale atmospheric variability in the Mediterranean for foreca…☆29Updated 3 years ago
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆23Updated last month
- Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.☆33Updated 2 years ago
- ☆13Updated 7 years ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆59Updated 9 months ago
- 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
- ☆21Updated last year
- A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting☆22Updated last year
- Compute streamfunction, velocity potential and helmholtz decomposition from non-global wind data☆18Updated 5 years ago
- A Python package for Climate Field Reconstruction☆21Updated 5 months ago
- ☆109Updated last year
- Code for Sonnewald and Lguensat 2021☆24Updated 2 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 4 years ago
- ☆35Updated 3 months ago
- This repository provides a Python implementation of the calculation algorithm for the OLR-based MJO index (OMI).☆43Updated 3 years ago
- ☆14Updated 5 years ago
- ☆13Updated 2 years ago
- El nino forecast based on a few machine learning methods☆24Updated 9 years ago
- material for the CSU-led machine learning tutorial for earth science research☆91Updated 3 years ago
- Python API for interfacing with the IBTrACS tropical cyclone best track dataset☆13Updated 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