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Releases: jamm1985/seismo-performer

v2.1

15 Feb 13:21
@jamm1985 jamm1985
v2.1
002d4bc
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v2.1 Latest
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  • fix combined dataset
  • fix weights
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v2.0 Release

10 Jan 13:35
@jamm1985 jamm1985
v2.0
69423e3
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v2.0 Release
  • new default weights learned from combined dataset
  • update to tensorflow to 2.7.0
  • update README
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Fix release

12 Oct 06:51
@jamm1985 jamm1985
v1.1
9c2b85b
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Fix release

Fixes:

  • Change default shift to 10 ms #14
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Initial release

14 Aug 09:52
@jamm1985 jamm1985
v1.0
fabbaec
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Initial release

Models

Seismo-Performer - high performance fast-attention spectrogram-based model with 57к parameters.

Spec-CNN - spectrogram-based model variant with CNN instead of Performer (176k parameters).

GPD-fixed - Original GPD model redeployed in tensorflow 2.5 with 1,742k parameters.

Tools

The miniSEED archive scanner. This tool processes 24-hour, single-channel archive files, similar to those generated by the BUD schema. Please see readme for details or use help: python archive_scan.py -h

Code examples

Please, see examples of training, testing, and validation at seismo-performer.ipynb.

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