OpendTect Webinar: Develop your own Machine Learning tools and workflows with OpendTect

Описание: Examples on GitHub: https://github.com/OpendTect/OpendTec...
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This is a recording of the OpendTect Webinar: Develop your own Machine Learning tools and workflows with OpendTect by David Markus for dGB Earth Sciences.

Outline:
OpendTect Machine Learning Plugin
Workflows
Pre-Trained Models
Experimentation

Development Environment
Architecture
Keras and Tensorflow
OpendTect API
IDE
Notebooks

Putting it all together
Prepare development environment
Launch Python shell
Launch favorite IDE
Create a Notebook
Demonstrate workflow using plugin and notebook together

For more information please visit dgbes.com, or contact [email protected]

Keywords: Python, Keras, Tensorflow, Scikit-Learn, Tensorboard, Bokeh, API, IDE, Spyder, Visual Studio Code, Jupyter Notebook, Seismic, Wells, Clustering, Classification, Regression