georgemilosh / Climate-Learning
How to predict extreme events in climate using rare event algorithms and modern tools of machine learning
☆20Updated last month
Alternatives and similar repositories for Climate-Learning:
Users that are interested in Climate-Learning are comparing it to the libraries listed below
- machine learning for the atmospheric sciences - a CSU course☆32Updated last year
- ☆17Updated 9 months ago
- Notes and practicals for my "Physics of the Climate System" lecture☆27Updated 7 months ago
- XRO: Extended nonlinear Recharge Oscillator model☆14Updated last week
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆15Updated 2 years ago
- ☆11Updated 7 years ago
- Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.☆33Updated 2 years ago
- ☆16Updated 4 years ago
- A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting☆21Updated 5 months ago
- ☆17Updated 4 months ago
- Python code to create the Observational Large Ensemble.☆11Updated 2 years ago
- A Python package for Climate Field Reconstruction☆16Updated 3 weeks ago
- An open, reproducible and transferable workflow to assess and anticipate climate extremes beyond the observed record☆17Updated 11 months ago
- ☆14Updated 4 years ago
- Lorenz 1996 two time-scale model for learning machine learning☆50Updated last month
- Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.☆29Updated 3 months ago
- A python course intended to provide a thorough grounding for those working in the earth sciences☆35Updated 7 years ago
- Python code to manage ERA5 downloads at NCI☆32Updated 3 years ago
- Working repository for planning/execution of the "Time of Emergence" project at the CMIP6 Hackathon☆15Updated 5 years ago
- Mid-Latitude Evaluation System☆15Updated 3 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 3 years ago
- ☆33Updated last year
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 4 years ago
- Code for Sonnewald and Lguensat 2021☆22Updated last year
- Examples of CMIP6 cloud data analysis with Pangeo☆24Updated 10 months ago
- ☆13Updated 2 years ago
- Replication code and data links for Schwarzwald and Lenssen, 2022, The importance of internal climate variability in climate impact proje…☆12Updated last year
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated last year
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 5 months ago
- This repository provides a Python implementation of the calculation algorithm for the OLR-based MJO index (OMI).☆37Updated 2 years ago