Project Pythia's repositories
cmip6-cookbook
Examples of analysis of Google Cloud CMIP6 data using Pangeo tools
landsat-ml-cookbook
Machine learning on Landsat satellite data using open source tools
metpy-cookbook
We provide a gallery of real workflows centered around meteorological data, and the building blocks you need to recreate those workflows or cook up brand new ones yourself.
advanced-viz-cookbook
A cookbook to demonstrate advanced visualization techniques using matplotlib, cartopy, metpy, and geocat-viz.
gridding-cookbook
Small cookbook to review xarray gridding
unstructured-grid-viz-cookbook
Cookbook showcasing workflows & techniques for visualizing unstructured grids using the UXarray python package
dask-cookbook
Notebooks to demonstrate dask functionalities
cesm-lens-aws-cookbook
Notebooks developed to demonstrate analysis of CESM LENS data publicly available on Amazon S3 (us-west-2 region) using Xarray and Dask
wavelet-cookbook
Wavelet Analysis in Python for Geoscience
xbatcher-deep-learning
Using xarray to train deep learning models and use them for inference.
land-atmosphere-interactions-and-hydrology-cookbook
Digital Earths Global Hackathon: Land-Atmosphere and Hydrology Interactions Cookbook
radiative-feedback-cookbook
A cookbook exploring the science and practice of radiative feedback analysis of climate model output
web-map-feature-services-cookbook
Web map/feature services can help provide the necessary spatial context to your data.
healpix-cookbook
HEALPix Cookbook
intake-cookbook
Cookbook showing use of Intake
osdf-cookbook
A cookbook shows examples of accessing data via the Open Science Data Federation.
packaging-cookbook
This Project Pythia Cookbook covers Python packaging.
sklearn-argo-cookbook
Accessing publicly available data from Argo ocean profilers, and using Scikit-learn functions to train machine learning models.
dust-cookbook
This cookbook aims to understand variables that are important to dust emissions
ptype-ml-cookbook
A short cookbook that is a companion to Unidata's CyberTraining project.
arm-field-site-cookbook
Cookbook for working with observations and simulations from the U.S. DOE ARM user facility
geostationary-cookbook
2024 Pythia Hackathon for Geostationary satellites
pythia-cookoff-2025
Website for the Pythia Cook-off August 2025