dgbpy framework Documentation
dgbpy is a framework for research and deployment of machine learning models from seismic and well data.
Installation
With pipenv - https://docs.pipenv.org:
pipenv install git+https://github.com/OpendTect/dgbpy.git#egg=dgbpy
With pip - https://pip.pypa.io/en/stable/
pip3 install git+https://github.com/OpendTect/dgbpy.git
After that just import dgbpy:
import dgbpy
To get the developer version, run:
git clone --recursive https://github.com/OpendTect/dgbpy.git
Citing odpy
Please cite dgbpy in your publications if it helps your research.:
Huck A., and Mogg W., Ibrahim O. dgbpy library for seismic interpretation with deep learning. 2019.
@misc{dgbpy_2019,
author = {A. Huck and W. Mogg and O. Ibrahim},
title = {dgbpy library for seismic interpretation with deep learning},
year = 2019
}
- API Reference
dgbpy
- Submodules
dgbpy.bokehcore
dgbpy.bokehserver
dgbpy.deeplearning_apply_clientlib
dgbpy.deeplearning_apply_serverlib
dgbpy.dgb_dgbkeras2onnx
dgbpy.dgb_sklearn2onnx
dgbpy.dgbkeras
dgbpy.dgbonnx
dgbpy.dgbscikit
dgbpy.dgbtorch
dgbpy.hdf5
dgbpy.keras_classes
dgbpy.keras_fix
dgbpy.keystr
dgbpy.mlapply
dgbpy.mlapplyrun
dgbpy.mlio
dgbpy.mlmodel_keras_dGB
dgbpy.mlmodel_torch_dGB
dgbpy.onnx_classes
dgbpy.servicemgr
dgbpy.sklearn_classes
dgbpy.torch_classes
dgbpy.transforms
dgbpy.uibokeh
dgbpy.uibokeh_well
dgbpy.uikeras
dgbpy.uisklearn
dgbpy.uitorch
- Package Contents
- Submodules
app_hooks
trainui
main
Author: Paul de Groot, Arnaud Huck Copyright: dGB Beheer BV Date: May 2020 License: GPL v3
- Module Contents
- Functions
- Attributes
proclog_logger
palettelist
re_plot()
survChgCB()
collChgCB()
loadCubeCB()
attribChgCB()
inlSliceCB()
crlSliceCB()
zSliceCB()
colorPaletteCB()
zoomFactorCB()
exampleplot_app()
- proclog_logger
- palettelist
- re_plot
- survChgCB
- collChgCB
- loadCubeCB
- attribChgCB
- inlSliceCB
- crlSliceCB
- zSliceCB
- colorPaletteCB
- zoomFactorCB
- exampleplot_app
plot_examples
crossplot