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README.md

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This repository includes notebook tutorials in the Seismic Laboratory for Image and Modeling ([SLIM](https://slim.gatech.edu/)) group.
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## TRANSFORM 22 Tutorial
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[Ziyi (Francis) Yin](https://slim.gatech.edu/people/ziyi-yin) will be giving a 2-hour live talk with the title [Julia for Geoscience](https://transform.softwareunderground.org/2022-julia-for-geoscience) at 10 AM ET on April 27 in [TRANSFORM 2022 conference](https://transform.softwareunderground.org/overview/sessions).
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[![Julia4Geoscience](https://img.youtube.com/vi/HyWfp3NzIbg/0.jpg)](https://www.youtube.com/watch?v=HyWfp3NzIbg)
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The talk will cover a few tutorials in this repository, including:
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| Name | Link | Associated software |
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|-----------------------------------------------|------------------|-------------------|
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| Intro to Julia | [10_intro_julia.ipynb](https://github.com/slimgroup/SLIMTutorials/blob/main/10_intro_julia.ipynb) | [Julia](https://julialang.org/) |
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| Intro to JOLI | [11_intro_JOLI.ipynb](https://github.com/slimgroup/SLIMTutorials/blob/main/11_intro_JOLI.ipynb) | [JOLI.jl](https://github.com/slimgroup/JOLI.jl) |
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| Intro to JUDI | [00_intro_JUDI.ipynb](https://github.com/slimgroup/SLIMTutorials/blob/main/00_intro_JUDI.ipynb) | [JUDI.jl](https://github.com/slimgroup/JUDI.jl) |
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| SEGY handling in julia | [01_SegyIO.ipynb](https://github.com/slimgroup/SLIMTutorials/blob/main/01_SegyIO.ipynb) | [SegyIO.jl](https://github.com/slimgroup/SegyIO.jl) |
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| Basic Normalizing Flow Training and Sampling | [07_normalizing_flow_training.ipynb](https://github.com/slimgroup/SLIMTutorials/blob/main/07_normalizing_flow_training.ipynb) | [InvertibleNetworks.jl](https://github.com/slimgroup/InvertibleNetworks.jl) |
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Please also feel free to take a look at other notebooks in the repository if you are interested in our work. Feel free to open issue or pull request in this repository or in the software's repository.
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## Running with Docker
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If you don't want to manually install Julia or the Julia packages used in this repository, you can also run these tutorials on a [docker image](https://www.docker.com/). You can execute the following command in your terminal:
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and modify the data loading lines in the notebook according to the new path of the data folder.
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## Past presentations
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This set of tutorials has been presented in
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[Julia for Geoscience](https://transform.softwareunderground.org/2022-julia-for-geoscience) in [TRANSFORM 2022 conference](https://transform.softwareunderground.org/overview/sessions) --- recording can be found [here](https://www.youtube.com/watch?v=HyWfp3NzIbg)
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[ML4Seismic 2021 Partners Meeting](https://slim.gatech.edu/content/ML4Seismic-Partners-Meeting-Fall-2021)
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## LICENSE
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The software used in this repository can be modified and redistributed according to [MIT license](https://github.com/slimgroup/SLIMTutorials/blob/main/LICENSE).

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