Julius Busecke

mmgpy. Pythonic remeshing library based on the MMG software.

pyvista-blender. Render PyVista plotter scenes through Blender (bpy) for photoreal output.

padocc. Python

Claude-Usage-Tracker. Native macOS menu bar app for tracking Claude AI usage limits in real-time. Built with Swift/SwiftUI.

zulipmcp. Run AI agents in Zulip as @mentionable bots — or wire into any MCP client.

monty. A minimal, secure Python interpreter written in Rust for use by AI

prek. ⚡ A fast Git hook manager written in Rust, designed as a drop-in alternative to pre-commit, reimagined.

vouch. A community trust management system based on explicit vouches to participate.

automatisch. The open source Zapier alternative. Build workflow automation without spending time and money.

rasterix. raster tools for xarray

icechunk. Open-source, cloud-native transactional tensor storage engine

remember. WIP! Remember what you highlighted. This is my experimental alternative to Readwise and similiar services. Currently works with highlights made in Calibre.

earthaccess. Python Library for NASA Earthdata APIs

zarrdump. Describe zarr stores from the command line

Samudra. Global Ocean Emulator

pangeo.io. Pangeo Website

VirtualiZarr. Cloud-Optimize your Scientific Data as Virtual Zarr stores, using xarray syntax.

whydidweevendothis.com. WHY?!

example-use-dockerfile. Create JupyterHub user images with just Dockerfiles

obsidian-inline-variables. Inline Variables Plugin for Obsidian

infrastructure. Infrastructure for configuring and deploying our community JupyterHubs.

obsidian-things3-sync. A Obsidian Plugin For Things3 Sync

skyplane. 🔥 Blazing fast bulk data transfers between any cloud 🔥

EAEE4000_ML_for_Env_Eng_Sci. Jupyter Notebook

ClimateBench. Jupyter Notebook

pangeo-forge-runner. Run pangeo-forge recipes on Apache Beam

gsw-xarray. Wrapper for gsw that will add CF attributes to xarray.DataArray outputs

diffrax. Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

CMIP6_CVs. Controlled Vocabularies (CVs) for use in CMIP6

xoverturning. ocean overturning in xarray

xarray-schema. Schema validation for Xarray objects

flox. Fast & furious GroupBy operations for dask.array

pyhpc-benchmarks. A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python :rocket:

CMIP6-scalars. Scalars to convert CMIP6 multimodel means to AR6 assessed warming

coessing2021. Python labs for COESSING (Coastal Ocean and Environment Summer School in Ghana) 2021

GliderTools. A toolkit for processing Seaglider base station NetCDF files: despiking, smoothing, outlier detection, backscatter, fluorescence quenching, calibration, gridding, interpolation.

ds21grl. Materials for Dunn-Sigouin et al. 2021 GRL

xagg_archived. Aggregating gridded data (xarray) to polygons

gridtools. Libraries and utilities to develop performance portable applications for weather and climate.

subsurface-marine-heatwaves. Code to reproduce results and figures from Scannell et al. 2020

cf-xarray. an accessor for xarray objects that interprets CF attributes

climate-benchmarks. ⏱ Various benchmark comparisons for data analysis with python, julia, CDO, NCO, and NCL

scale_dependent_diffusivity. Python

ENSO_metrics. CMIP ENSO metrics python code

pypackage-template. Custom template for a Python package.

treelib. An efficient implementation of tree data structure in pure python.

alfred-things. Interact with Things using Alfred.

rechunker. Disk-to-disk chunk transformation for chunked arrays.

rechunker.

mamba. The Fast Cross-Platform Package Manager

pangeo-example-notebooks. Pangeo Example Notebooks

intake-pangeo-catalog-EarthCube-2020. Notebook submission for the 2020 EarthCube Annual Meeting

xarrayutils-feedstock. A conda-smithy repository for xarrayutils.

pylustrator. Visualisations of data are at the core of every publication of scientific research results. They have to be as clear as possible to facilitate the communication of research. As data can have different formats and shapes, the visualisations often have to be adapted to reflect the data as well as possible. We developed Pylustrator, an interface to directly edit python generated matplotlib graphs to finalize them for publication. Therefore, subplots can be resized and dragged around by the mouse, text and annotations can be added. The changes can be saved to the initial plot file as python code.

intake-esm-datastore. Intake-esm Datastore

intake-esm. An intake plugin for parsing an Earth System Model (ESM) catalog and loading assets into xarray datasets.

geometric_features. This repository houses geometric features relevant for climate science.

flax. Flax is a neural network library for JAX that is designed for flexibility.

verde. Processing and gridding spatial data, machine-learning style

xgriddedaxis. Cell Boundary-aware Operations with xarray

itkwidgets. An elegant Python interface for visualization on the web platform to interactively generate insights into multidimensional images, point sets, and geometry.

pyvista. 3D visualization and mesh analysis for science and engineering

jupyter-server-proxy. Jupyter notebook server extension to proxy web services.

kedro. Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

jax. Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

cmip6hack-ocean-bgc. Jupyter Notebook

fastjmd95. Numba implementation of Jackett & McDougall (1995) ocean equation of state

celluloid. :movie_camera: Matplotlib animations made easy

pyxpcm. A Python implementation of Profile Classification Modelling (PCM) for xarray

tigramite. Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at

xlayers. This is a repository for interpolating model output onto density coordinates. It began as part of the cmip6 hackathon.

napari. napari: a fast, interactive, multi-dimensional image viewer for python

xrviz. Interactive visualisation interface for Xarrays

scientific-visualization-book. An open access book on scientific visualization using python and matplotlib

matplotlib-cheatsheet. Matplotlib 3.1 cheat sheet.

osync. A robust two way (bidirectional) file sync script based on rsync with fault tolerance, POSIX ACL support, time control and near realtime sync

DICRIVERS. A preprocessing tool to specify river nutrient concentration for ocean models

tspy. An optimization package for the traveling salesman problem

regionmask. create masks of geospatial regions for arbitrary grids

awesome-shell. A curated list of awesome command-line frameworks, toolkits, guides and gizmos. Inspired by awesome-php.

jupyterlab_code_formatter. A JupyterLab plugin to facilitate invocation of code formatters.

cookiecutter-conda-python. A cookiecutter template for conda packages using Python

tqdm. :zap: A Fast, Extensible Progress Bar for Python and CLI

POB. This project is meant to be a collection of notes on physical oceanography.

awesome-jupyter. A curated list of awesome Jupyter projects, libraries and resources

nc-time-axis. Provides support for a cftime axis in matplotlib

awesome-jupyterlab. A curated list of awesome JupyterLab extensions and resources

animatplot. A python package for animating plots build on matplotlib.

dask-labextension. JupyterLab extension for Dask

hvplot. A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews

altair. Declarative visualization library for Python

freelancer-theme. Jekyll theme based on Freelancer Start Bootstrap theme

jupyterlab_templates. Support for jupyter notebook templates in jupyterlab

xESMF. Universal Regridder for Geospatial Data

spellchecker. Spellchecker for JupyterLab notebook markdown cells and file editor.

jupyterlab-toc. Table of Contents extension for JupyterLab

jupyterlab-flake8. Jupyterlab python linter for notebooks and text files using flake8

MIDAS. Python for Oceanographic and Atmospheric Data Analysis . MIDAS is Data Analysis Software

xarray. N-D labeled arrays and datasets in Python

dask-jobqueue. Deploy Dask on job schedulers like PBS, SLURM, and SGE

salem. Add geolocalised subsetting, masking, and plotting operations to xarray

dask_distributed_demo. Showing off dask.distributed with ocean and climate data

GSW-Python. Python implementation of TEOS-10 GSW based on ufunc wrappers of GSW-C

xgcm. python package for analyzing general circulation model output data

pangeo. Discussion of general issues related to the project.

geoviews. Simple, concise geographical visualization in Python

MOM6. Modular Ocean Model

ECCO-cloud. ECCO (MITgcm) in the cloud

xmitgcm. Read MITgcm mds binary files into xarray