Python xarray

Open-source Python projects categorized as xarray
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Top 7 Python xarray Projects

xarray

  1. xarray

    N-D labeled arrays and datasets in Python

    Project mention: Show HN: NumPy+Jax Except with Named Axes | news.ycombinator.com | 2025-02-25

    If this idea sounds inderesting, you might want to look at xarray for a more established project: https://github.com/pydata/xarray

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  3. 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. (by blaylockbk)

    Project mention: Show HN: Gribstream.com – Historical Weather Forecast API | news.ycombinator.com | 2024-12-20

    "GenCast predicts weather and the risks of extreme conditions with state-of-the-art accuracy" (2024) https://deepmind.google/discover/blog/gencast-predicts-weath...

    "Probabilistic weather forecasting with machine learning" (2024) ; GenCast paper https://www.nature.com/articles/s41586-024-08252-9

    blaylockbk/Herbie: https://github.com/blaylockbk/Herbie :

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

    The Herbie docs mention GFS GraphCast but not yet GenCast? https://herbie.readthedocs.io/en/stable/gallery/noaa_models/...

  4. eoreader

    Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.

  5. stackstac

    Turn a STAC catalog into a dask-based xarray

  6. aicsimageio

    Image Reading, Metadata Conversion, and Image Writing for Microscopy Images in Python

  7. wxee

    A Python interface between Earth Engine and xarray for processing time series data

  8. icclim

    icclim: Python library for climate indices and climate indicators calculation.

  9. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source xarray projects in Python? This list will help you:

# Project Stars
1 xarray 3,730
2 Herbie 558
3 eoreader 300
4 stackstac 252
5 aicsimageio 210
6 wxee 208
7 icclim 85

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