How to predict extreme events in climate using rare event algorithms and modern tools of machine learning
☆25Mar 27, 2025Updated last year
Alternatives and similar repositories for Climate-Learning
Users that are interested in Climate-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python code and Jupyter notebooks support the manuscript "Time-lagged recurrence: A data-driven method to estimate the predictability of …☆20Oct 30, 2025Updated last year
- Study wintertime and summertime weather regimes of the North Atlantic and North Pacific (Z500 and MSLP) with Empirical Orthogonal Functio…☆11Mar 30, 2023Updated 3 years ago
- Code for reproducing the results of the preprint Maximally Predictive Ensemble Dynamics from Data (2021)☆16Sep 25, 2025Updated last year
- Quantification of Uncertainties in Neural Networks☆11Aug 29, 2026Updated 2 months ago
- Python 2D Navier-Stokes solver☆32Aug 4, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Repository for the paper "Interpreting Temporal Graph Neural Networks with Koopman Theory"☆12Apr 7, 2026Updated 6 months ago
- Compute streamfunction, velocity potential and helmholtz decomposition from non-global wind data☆19Jun 14, 2020Updated 6 years ago
- A Python package of algorithms used to identify jet streams, based on xarray.☆33Oct 12, 2026Updated 2 weeks ago
- A Python package to facilitate synthesis and analysis of Earth system data.☆10May 5, 2025Updated last year
- Heatwave magnitude index daily (HWMId) in xarray☆11Oct 17, 2022Updated 4 years ago
- A cookbook to demonstrate advanced visualization techniques using matplotlib, cartopy, metpy, and geocat-viz.☆13Updated this week
- Library for computing the Finite-time Lyapunov Exponents of 2D flows using xarray☆10Apr 25, 2022Updated 4 years ago
- ☆18Updated this week
- A hackable Lyapunov exponents calculator☆14Feb 8, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆30Jan 30, 2025Updated last year
- ☆23Jun 14, 2023Updated 3 years ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆31Jul 7, 2024Updated 2 years ago
- Gerneral Circulation Models Planet Simulator (PlaSim) and PUMA☆56Mar 23, 2019Updated 7 years ago
- Notes and practicals for my "Physics of the Climate System" lecture☆27Aug 13, 2024Updated 2 years ago
- ☆11Nov 10, 2021Updated 4 years ago
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Nov 15, 2023Updated 2 years ago
- Zoish is a Python package that streamlines machine learning by leveraging SHAP values for feature selection and interpretability, making …☆13Sep 26, 2025Updated last year
- Functions to simulate Mediterranean forest functioning and dynamics using cohort-based description of vegetation☆14Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The central point of ongoing research regarding the usefulness of the large-scale atmospheric variability in the Mediterranean for foreca…☆28Nov 19, 2022Updated 3 years ago
- Precipitation-based indices are generally considered as the simplest indices because they are calculated solely based on long-term rainfa…☆40Jul 30, 2022Updated 4 years ago
- d-Maps goes into Python mode.☆11Dec 1, 2022Updated 3 years ago
- PCMCI version 4.1☆14Dec 1, 2020Updated 5 years ago
- An open, reproducible and transferable workflow to assess and anticipate climate extremes beyond the observed record☆18Apr 1, 2024Updated 2 years ago
- ☆40Sep 12, 2025Updated last year
- Regional ocean forecasting with hierarchical graph neural networks☆22Aug 25, 2026Updated 2 months ago
- Source repository for third edition of "Resampling: The New Statistics"☆14Aug 8, 2026Updated 2 months ago
- Nonlinear PCA for Spatio-Temporal Analysis of Earth Observation Data☆12Feb 21, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆67Feb 29, 2024Updated 2 years ago
- ☆33Dec 18, 2023Updated 2 years ago
- ☆21Jan 4, 2023Updated 3 years ago
- A Julia package for critical transitions in dynamical systems with time-dependent forcing☆44Oct 19, 2026Updated last week
- ☆15Jan 9, 2018Updated 8 years ago
- CORDEX Machine Learning benchmark☆48Aug 17, 2026Updated 2 months ago
- Python code to assist in familiarizing meteorologists with machine learning☆36Dec 31, 2024Updated last year