georgemilosh / Climate-LearningLinks
How to predict extreme events in climate using rare event algorithms and modern tools of machine learning
☆22Updated 5 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☆18Updated 2 years ago
- ☆20Updated 2 months ago
- ☆33Updated last year
- ☆17Updated 10 months ago
- XRO: Extended nonlinear Recharge Oscillator model☆22Updated last week
- machine learning for the atmospheric sciences - a CSU course☆32Updated last year
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆21Updated 2 months ago
- Notes and practicals for my "Physics of the Climate System" lecture☆28Updated last year
- The central point of ongoing research regarding the usefulness of the large-scale atmospheric variability in the Mediterranean for foreca…☆28Updated 2 years ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆59Updated 6 months ago
- Supplementary files and scripts for Nowack et al., Causal networks for climate model evaluation and constrained projections, Nature Commu…☆19Updated 4 years ago
- Compute streamfunction, velocity potential and helmholtz decomposition from non-global wind data☆17Updated 5 years ago
- A Python package for Climate Field Reconstruction☆20Updated last month
- Lorenz 1996 two time-scale model for learning machine learning☆54Updated last month
- ☆32Updated last week
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated this week
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 4 years ago
- ☆21Updated last year
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 3 years ago
- ☆14Updated 5 years ago
- Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.☆33Updated 2 years ago
- ☆97Updated last year
- Neural Network code for the paper Neural Network Code for the paper 'Viewing Forced Climate Patterns through an AI Lens' by Elizabeth A. …☆11Updated 5 years ago
- A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting☆21Updated 11 months ago
- Python code to manage ERA5 downloads at NCI☆33Updated 4 years ago
- ☆19Updated 4 years ago
- Examples of CMIP6 cloud data analysis with Pangeo☆25Updated last year
- ☆13Updated 2 years ago
- A python course intended to provide a thorough grounding for those working in the earth sciences☆35Updated 7 years ago
- ML Datasets Catalog☆58Updated 2 years ago