
Tutorial: PyLops
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Carlos da Costa, Nick Luiken and Matteo Ravasi
What you'll need:
Slack channel: #t22-wed-pylops (visit softwareunderground.org/slack to join)
Course materials: github.com/PyLops/pylops_transform2022
TIMESTAMPS
00:00 Streaming Start
01:34 Intro
Notebook Decon.ipynb
04:06 Seismic deconvolution: one problem, many (possible) solutions
04:49 Theory in a nutshell
08:55 Data creation
12:07 Frequency domain decon
18:50 Time domain decon
39:14 Autograd-style inversion
51:09 Deep Image Prior
57:55 Data-driven
1:05:04 Conclusions
Notebook PyLops_v2.ipynb - Carlos Alberto da Costa
1:06:30 Building Operators in PyLops V2: What's New?
1:24:18 A Simple LinearOperator
1:40:06 Reshape/Ravel/Reshape/Ravel/...
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