aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

PyData Cookbook Project

Analysis ready CMIP6 data in python the easy way with pangeo tools.

Disk-to-disk chunk transformation for chunked arrays.

A tutorial book of workflows for research using NASA EarthData in the Cloud created by the NASA-Openscapes team

Building a Zarr data cube using serverless cloud compute

data and analysis on extreme heat under a changing climate

Demo for running ECMWF AIFS in the cloud

Pangeo Tutorial for 2018 NCAR SEA Conference

Code for creating weather forecast data cubes with a Modal serverless pipeline

A sandbox for exploring ton-year accounting

testing performance of different storage layers

Talks from the UW Python for Geosciences Seminar

Scripts for benchmarking performance of Zarr and HDF5 in different contexts

A collection of notebooks and tools for analyzing the LOCA dataset

minimal demo of using the @carbonplan/maps library

JORS paper describing xarray

Branching in the Jupyter Notebook

RASM-Land-Ocean-Coupling-Paper