yoninachmany

cudf

cuDF - GPU DataFrame Library

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

pandera

A light-weight, flexible, and expressive statistical data testing library

distributed

A distributed task scheduler for Dask

satpy

Python package for earth-observing satellite data processing

s3fs

S3 Filesystem

modulus

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

sparse

Sparse multi-dimensional arrays for the PyData ecosystem

Herbie

Download numerical weather prediction datasets (HRRR, RAP, GFS, IFS, etc.) from NOMADS, NODD partners (Amazon, Google, Microsoft), ECMWF open data, and the University of Utah Pando Archive System.

pyresample

Geospatial image resampling in Python

ml-4m

4M: Massively Multimodal Masked Modeling (NeurIPS 2023 Spotlight)

cubed

Bounded-memory serverless distributed N-dimensional array processing

overturemaps-py

overture-py

Awesome-Foundation-Models-for-Weather-and-Climate

A comprehesive survey about foundation models for weather and cliamte data understanding.

terratorch

a Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).

Awesome-Zarr

🎀 Awesome Zarr resources

odc-geo

GeoBox and geometry utilities extracted from datacube-core

xarray-regrid

Regridding utility for xarray

serverless-datacube-demo

Building a Zarr data cube using serverless cloud compute

gribberish

Read GRIB files with Rust

xdggs

Xarray extension for DGGS

ncompare

Compare the structure of two netCDF files at the command line

SLAMS

SLAMS: Score-based Latent Assimilation in Multimodal Setting

cubed-xarray

Interface for using cubed with xarray

forecast-datacube-demo

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

zarr-browser

Browsing multiple Zarr archives within a file system

ChaosBench

migars2024

Poster for the 2024 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing in Wellington on 9 April 2024

zarr-lakefs

Example to read zarr with lakefs

dee

Earth Engine Feature Collections via Dask Dataframes