https://github.com/gregstarr/pysupmag

Python toolkit for downloading, analyzing and plotting data from SuperMAG
https://github.com/gregstarr/pysupmag

Last synced: about 1 year ago
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Python toolkit for downloading, analyzing and plotting data from SuperMAG

• Host: GitHub
• URL: https://github.com/gregstarr/pysupmag
• Owner: gregstarr
• License: mit
• Created: 2019-06-06T03:55:46.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2019-06-19T12:53:19.000Z (almost 7 years ago)
• Last Synced: 2025-02-05T13:48:31.210Z (over 1 year ago)
• Language: Python
• Size: 35.2 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# pysupmag

Python toolkit for downloading, analyzing and plotting data from SuperMAG

[SuperMAG](http://supermag.jhuapl.edu/)

### To Do:

- ~~get MultifileArray working for numpy arrays~~

- ~~get MultifileArray working for xarray datasets~~

- ~~write DataCollection management functions for collecting aligned data~~

- write dataset creation functions

    - binary classification

    - ~~regression~~

- multithreaded downloading for the interpolated data

    - experiment

    - ~~generalize download process~~

- generator functions for using data with tensorflow and keras

- make plots

### Planned features

- download data using multiple threads

- select stations, time period, global region, chain

- data in xarray DataSet / DataArray

- save the data as NetCDF / hdf5 / other?

- download movies from website

- make plots similar to website