Commit 726ed68e authored by Marius Kriegerowski's avatar Marius Kriegerowski
Browse files

move to own repo

parent 85558ec5
Prereqs
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- tensorflow
- scikit-optimize
- git clone git@github.com:HerrMuellerluedenscheid/swarming.git
Invoke
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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`
Tests
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- basic learning (synthetics, real data)
# TODO: split data -> training, evaluation
- synthetics, layered cake, train with top and bottom layer containing events.
Validate with events within middle layer
- evaluation using 'unknown' velocity model
- test extrapolation with fault plane geometry
- synthetic pretraining
- hyperparameter optimization using skopt
Outlook
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- increase z error weight -> improve z estimates
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