tutorials-2018

Tutorials for 2018 from The Leading Edge column, which started in February 2014. Repos for previous issues.

Most of the tutorials contain Jupyter Notebooks. They can be opened and read (but not actually run) right here in GitHub, or you can install the Notebook software (e.g. with conda install jupyter), then clone this repo, and start a notebook server in the tutorials-2018 directory.

For more in-depth hints on getting started, see Hall, M (2016). A user guide to the geophysical tutorials. The Leading Edge 35 (2), 190–191, doi: 10.1190/tle35020190.1.

January 2018

FWI, part 2: Adjont modeling by Mathias Louboutin, Philipp Witte, Michael Lange, Navjot Kukreja, Fabio Luporini, Gerard Gorman, and Felix J. Herrmann
Jupyter Notebook

February 2018

FWI, part 3: Optimization by Philipp Witte, Mathias Louboutin, Keegan Lensink, Michael Lange, Navjot Kukreja, Fabio Luporini, Gerard Gorman, and Felix J. Herrmann
Jupyter Notebook

April 2018

The conjugate gradient method (inversion revisited) by Karl Schleicher
Jupyter Notebook
Run the Notebook live in your browser!

June 2018

Time–frequency decomposition by Matt Hall
Manuscript as Jupyter Notebook
Run the Notebook live in your browser!
Other Notebooks

August 2018

Neural networks by Graham Ganssle
Manuscript as Jupyter Notebook
Run the Notebook live in your browser!

The content of the articles and of the notebooks is © the author(s) and openly licensed CC-BY-SA. The code is © the author(s) and openly licensed under the terms of the Apache License 2, or under the terms specified by the author, if any.

Questions? Get in touch!

akpopoola/tutorials-2018

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