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gpd-tool (0.1.0)

Published 2022-12-21 11:35:42 +01:00 by h.siejkowski

Installation

To install the package using pip, run the following command:

pip install --index-url  gpd-tool

For more information on the PyPI registry, see the documentation.

About this package

Generalized Seismic Phase Detection with Deep Learning

Generalized Seismic Phase Detection Tool

Installation

pip install --extra-index-url https://epos-apps.grid.cyfronet.pl/api/packages/epos-ai/pypi/simple gpd_tool

Documentation

Usage: gpd_tool [OPTIONS] COMMAND [ARGS]...

Options:
  --help  Show this message and exit.

Commands:
  citation         Prints citation of the model
  list-pretrained  Show pretrained model names
  pick             Detect phases in streams
  version          Prints version

Pick

Usage: gpd_tool pick [OPTIONS] [STREAM_FILE_NAMES]...

  Detect phases in streams

Options:
  -w, --weights TEXT        possible options: dummy, ethz, geofon, instance,
                            iquique, lendb, neic, original, scedc, stead
                            [default: original]
  -o, --output PATH         directory to store results  [default: .]
  -s, --stride INTEGER      stride in samples for point prediction models
                            [default: 10]
  -tp, --threshold-p FLOAT  detection threshold for the P phase  [default: 0.75]
  -ts, --threshold-s FLOAT  detection threshold for the S phase  [default: 0.75]
  --help                    Show this message and exit.

Citation

Ross, Z. E., Meier, M.-A., Hauksson, E., & Heaton, T. H. (2018). Generalized Seismic Phase Detection with Deep Learning. ArXiv:1805.01075 [Physics]. https://arxiv.org/abs/1805.01075

Requirements

Requires Python: >=3.7

Details

PyPI

2022-12-21 11:35:42 +01:00

32

3.9 KiB

Assets (1)

gpd_tool-0.1.0-py3-none-any.whl 3.9 KiB

Versions (6) View all

0.3.0 2023-08-14

0.2.2 2023-08-02

0.2.1 2023-03-15

0.2.0 2023-01-16

0.1.1 2022-12-21