Starred repositories
Hypothesis is a powerful, flexible, and easy to use library for property-based testing.
The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
🙃 A delightful community-driven (with 2,400+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python…
A modular framework for evaluating weather forecasts
Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis
Retrieve mesonet weather data as Polars DataFrames from Synoptic's Weather API.
Hybrid ML + physics model of the Earth's atmosphere
This project provides a means of generating quicklook images and profile plots from IAPP, MIRS, NUCAPS and HSRTV level-2 sounder files.
An official implementation of Pangu-Weather
Open-source, cloud-native transactional tensor storage engine
🌦️ A catalogue and categorization of AI-based weather forecasting models.
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.
Code for creating weather forecast data cubes with a Modal serverless pipeline
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
A Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).
Compare the structure of two netCDF (or HDF5) files
Browsing multiple Zarr archives within a file system
Python package for earth-observing satellite data processing
A comprehesive survey about foundation models for weather and cliamte data understanding.
GeoBox and geometry utilities extracted from datacube-core
Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods