xarray
iris
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| xarray | iris | |
|---|---|---|
| 7 | 1 | |
| 3,404 | 613 | |
| 1.5% | 2.8% | |
| 9.7 | 9.4 | |
| 4 days ago | 7 days ago | |
| Python | Python | |
| Apache License 2.0 | BSD 3-clause "New" or "Revised" License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
xarray
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Request for Startups: Climate Tech
PyTorch and JAX are used heavily in climate science on the ML side. For more general analytics, not so much. Many of our users like to use Xarray as a high-level API. There has been some work to integrate Xarray with PyTorch (https://github.com/pydata/xarray/issues/3232) but we're not there yet.
The Python Array API standard should help align these different back-ends: https://data-apis.org/array-api/latest/
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Python for Data Analysis, 3rd Edition – The Open Access Version Online
Does polars have N-D labelled arrays, and if so can it perform computations on them quickly? I've been thinking of moving from pandas to xarray [0], but might consider poplars too if it has some of that functionality.
[0] https://xarray.dev/
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What is lacking in Julia ecosystem?
https://xarray.dev
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How we found and helped fix 24
bugs in 24 hours (in Tensorflow, Sentry, V8, PyTorch, Hue, and more)
Pydata's xarray
- Xarray awarded a support grant from NASA
- xarray: N-Dimensional labeled arrays and datasets in Python
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Could somebody who has experience with reading .asc files / using xarray please give me some direction?
It does seem like it isn't installed. If you take a look at the source, it catches import errors, meaning it won't error out immediately if the package isn't installed.
iris
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Is the sodium and iris mod safe?
Yes, both mods are open-sourced meaning anyone can look at how the mod is made and programmed. This allows people myself included to see if there is anything malicious inside, which there isn't. Source code Github: SODIUM/IRIS
What are some alternatives?
tensorflow - An Open Source Machine Learning Framework for Everyone
MetPy - MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data.
mars - Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
sodium-fabric - A Fabric mod designed to improve frame rates and reduce micro-stutter
dask-awkward - Native Dask collection for awkward arrays, and the library to use it.
gdl - GDL - GNU Data Language
Dask - Parallel computing with task scheduling
cfgrib - A Python interface to map GRIB files to the NetCDF Common Data Model following the CF Convention using ecCodes
wxee - A Python interface between Earth Engine and xarray for processing time series data
clouddrift - CloudDrift accelerates the use of Lagrangian data for atmospheric, oceanic, and climate sciences.
fugue - A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
orange - 🍊 :bar_chart: :bulb: Orange: Interactive data analysis