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Python/xarray tutorial for GEOS-Chem users
ESMValTool: A community diagnostic and performance metrics tool for routine evaluation of Earth system models in CMIP
An elegant probability model for the joint distribution of wind speed and direction.
Datasets, code and virtual workspace for the Climate Change ATLAS
python package for analyzing general circulation model output data
Shallow water equations solver with finite differences written in Python. Arakawa C-grid, Arakawa and Lamb advection scheme, Shchepetkin and O'Brian-like biharmonic diffusion operator. 4th order Ru…
Climate Machine: an Earth System Model that automatically learns from data
a few grib-files with spectral data to demonstrate spectral transform
Solving differential equations in parallel with Julia
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5
🌎 Verification of weather and climate forecasts 🌍
An intake plugin for parsing an Earth System Model (ESM) catalog and loading assets into xarray datasets.
Materials for MIT 6.S083 / 18.S190: Computational thinking with Julia + application to the COVID-19 pandemic
Advanced Julia for undergraduate physicists
Material for an advanced julia workshop for graduate/post-graduate physicists
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Several tools for flow-dependent model diagnostics and general weather typing, as part of our contribution to NOAA's Model Diagnostics Task Force (MDTF).
Exploring historical and climate model data during the Dust Bowl era
Dust mass & emissivity calculation tools based on astropy's units framework
A unified framework for machine learning with time series