Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)
☆26Feb 27, 2026Updated last week
Alternatives and similar repositories for DLESyM
Users that are interested in DLESyM are comparing it to the libraries listed below
Sorting:
- XRO: Extended nonlinear Recharge Oscillator model☆29Sep 11, 2025Updated 5 months ago
- Python code to create the Observational Large Ensemble.☆11Feb 13, 2023Updated 3 years ago
- ☆15Jun 4, 2014Updated 11 years ago
- ☆24Apr 3, 2023Updated 2 years ago
- ☆27Jun 7, 2023Updated 2 years ago
- Implementation of a radiative-convective equilibrium model.☆22Nov 3, 2025Updated 4 months ago
- Nested bootstrap resampling of xarray objects☆18Jan 22, 2025Updated last year
- Tool to download CMIP5 data from CEDA☆13Nov 30, 2018Updated 7 years ago
- A numerical model of atmospheric general circulation on the tropical beta-plane based on the Gill 1980 paper.☆17May 13, 2022Updated 3 years ago
- xarray-based wavelet analysis☆16Oct 14, 2022Updated 3 years ago
- material for ATS 655 - Objective Analysis☆27Apr 4, 2025Updated 11 months ago
- A Python Package for Statistical Analysis of Climate☆64Feb 2, 2026Updated last month
- The Climate Variability Diagnostics Package for Large Ensembles (CVDP-LE) developed by NCAR's Climate Analysis Section is an automated an…☆11Jun 10, 2024Updated last year
- R&D Python package for processing ICON data with xarray☆10Jul 26, 2023Updated 2 years ago
- Implementations of two-layer models by Held et al. and Geoffroy et al.☆11Feb 27, 2024Updated 2 years ago
- Code and pretrained models accompanying the paper "Ensembling geophysical models using Bayesian Neural Networks"☆10Jul 11, 2022Updated 3 years ago
- python package for cesm output diagnosis☆24Jun 21, 2019Updated 6 years ago
- Contour Tracking of circulation anomalies (atmospheric blocking, cyclones and anticyclones) in weather and climate data☆70Sep 17, 2024Updated last year
- Linear Regression for data set with correlated or uncorrelated uncertainties in both axes.☆12Feb 23, 2026Updated last week
- Neural Network code for the paper Neural Network Code for the paper 'Viewing Forced Climate Patterns through an AI Lens' by Elizabeth A. …☆11Nov 9, 2019Updated 6 years ago
- Create boundary and initial conditions for WRF-Chem simulation☆16Feb 27, 2026Updated last week
- NinoLearn is a research framework for statistical ENSO prediction.☆10Jul 10, 2020Updated 5 years ago
- A python package for computing zonal mean and related atmospheric diagnostics☆17Sep 27, 2023Updated 2 years ago
- A Python package of algorithms used to identify jet streams, based on xarray.☆31Updated this week
- Trajectory analysis software, that produces time height cross sections with residencte time clustered by surface type.☆12Aug 3, 2025Updated 7 months ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- Jupyter notebooks for research and teaching☆10Dec 28, 2021Updated 4 years ago
- Run and time jupyter notebooks☆12Aug 14, 2023Updated 2 years ago
- Quantification of Uncertainties in Neural Networks☆11Feb 25, 2026Updated last week
- [Science Advances] Data-driven Global Ocean Modeling for Seasonal to Decadal Prediction☆21Sep 9, 2025Updated 5 months ago
- Scripts to calculate moment diagnostics for the stratospheric polar vortex☆14Dec 11, 2018Updated 7 years ago
- A python-based linear inverse modeling suite☆30Jun 20, 2019Updated 6 years ago
- ☆30Apr 15, 2024Updated last year
- a toolbox for Earth System Model analysis☆29Aug 8, 2021Updated 4 years ago
- Source code for the Last Millennium Reanalysis (LMR) project☆34Jun 25, 2019Updated 6 years ago
- Interactivate plotting of NetCDF data in Python☆13Jan 27, 2026Updated last month
- Methods to extract advective, diffusive, stochastic and active transport barriers from 2D and 3D data.☆13Jun 18, 2024Updated last year
- This repository contains scripts to apply the MTM-SVD analysis method to climate data and model outputs. It is a direct adaptation of the…☆16Jul 6, 2020Updated 5 years ago
- Code for Sergeev et al. (2020)☆14Apr 15, 2023Updated 2 years ago