Project Pythia
Community learning resource for Python-based computing in the geosciences
United States of America
Pinned Repositories
cmip6-cookbook
Examples of analysis of Google Cloud CMIP6 data using Pangeo tools
cookbook-actions
Reusable workflows used by Project Pythia Cookbooks
cookbook-gallery
cookbook-template
Project Pythia Cookbook template
eo-datascience-cookbook
Earth Observation Data Science Cookbook provides training material centered around Earth Observation data while honoring the Pangeo Philosophy. The examples used in the notebooks represent some of the main research lines of the Remote Sensing Unit at the Department of Geodesy and Geoinformation at the TU Wien (Austria).
kerchunk-cookbook
Project Pythia cookbook for Kerchunk
projectpythia.github.io
pythia-datasets
Data repository for Project Pythia examples/notebooks
pythia-foundations
Jupyterbook source for the Foundations collection
resource-gallery
Project Pythia's Repositories
ProjectPythia/cookbook-template
Project Pythia Cookbook template
ProjectPythia/landsat-ml-cookbook
Machine learning on Landsat satellite data using open source tools
ProjectPythia/radar-cookbook
A cookbook meant to work with various weather radar data
ProjectPythia/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.
ProjectPythia/advanced-viz-cookbook
A cookbook to demonstrate advanced visualization techniques using matplotlib, cartopy, metpy, and geocat-viz.
ProjectPythia/unstructured-grid-viz-cookbook
Cookbook showcasing workflows & techniques for visualizing unstructured grids using the UXarray python package
ProjectPythia/vapor-python-cookbook
Getting started with vapor python
ProjectPythia/dask-cookbook
Notebooks to demonstrate dask functionalities
ProjectPythia/atmos-modeling-cookbook
An open educational resource within Project Pythia for teaching atmospheric modeling fundamentals in Python with Numba
ProjectPythia/wavelet-cookbook
Wavelet Analysis in Python for Geoscience
ProjectPythia/interactive-sentinel-2-cookbook
Recipe for building an interactive dashboard for the Sentinel-2 L2A satellite imagery using the holoviews ecosystem.
ProjectPythia/physical-oceanography-cookbook
Examples of how to use Xarray, Dask, and Holoviews to load, process, and visualize cloud-based ocean data. Datasets include satellite observations (gridded sea-surface height) and ocean model output (POP, MOM6).
ProjectPythia/xbatcher-deep-learning
Using xarray to train deep learning models and use them for inference.
ProjectPythia/CFC-extreme-weather-cookbook
This repo consists of notebooks that explore extreme SSTs and atmospheric warming trends in the Caribbean region using CMIP6.
ProjectPythia/land-atmosphere-interactions-and-hydrology-cookbook
Digital Earths Global Hackathon: Land-Atmosphere and Hydrology Interactions Cookbook
ProjectPythia/marine-heatwave-cookbook
ProjectPythia/web-map-feature-services-cookbook
Web map/feature services can help provide the necessary spatial context to your data.
ProjectPythia/data-science-ai-teammate-cookbook
ProjectPythia/healpix-cookbook
HEALPix Cookbook
ProjectPythia/osdf-cookbook
A cookbook shows examples of accessing data via the Open Science Data Federation.
ProjectPythia/packaging-cookbook
This Project Pythia Cookbook covers Python packaging.
ProjectPythia/storm-tracking-cookbook
ProjectPythia/cookbook-gallery
ProjectPythia/dust-cookbook
This cookbook aims to understand variables that are important to dust emissions
ProjectPythia/resource-gallery
ProjectPythia/bayesian-mcmc-cookbook
ProjectPythia/mrms-cookbook
Project Pythia MRMS Cookbook
ProjectPythia/nsdf-openvisus-cookbook
ProjectPythia/pythia-cookoff-2025
Website for the Pythia Cook-off August 2025
ProjectPythia/thermodynamic-budgets