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Prereqs

  • pyrocko
  • tensorflow
  • scikit-optimize (optional for hyperparameter optimization)

Invoke

To start training:

pinky --config <config_filename> --train

You can dump your examples to TFRecordDatasets to accelerate io operations:

pinky --config <config_filename> --write <new_config_filename>

and use the newly created config file to run --train

Invoke pinky with --debug to enable keep track of weight matrices in (tensorboard[https://www.tensorflow.org/guide/summaries_and_tensorboard].

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Deep learning toolbox for earthquake localization and detection

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  • Python 100.0%