https://github.com/slimgroup/dp4imaging

Code to partially reproduce results in "Deep Bayesian inference for seismic imaging with tasks", Geophysics 2022
https://github.com/slimgroup/dp4imaging

bayesian-inference deep-learning geophysics imaging mcmc

Last synced: about 1 month ago
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Code to partially reproduce results in "Deep Bayesian inference for seismic imaging with tasks", Geophysics 2022

• Host: GitHub
• URL: https://github.com/slimgroup/dp4imaging
• Owner: slimgroup
• License: mit
• Created: 2022-06-15T18:22:37.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-03-16T19:36:06.000Z (almost 2 years ago)
• Last Synced: 2024-01-27T03:08:50.801Z (11 months ago)
• Topics: bayesian-inference, deep-learning, geophysics, imaging, mcmc
• Language: Python
• Homepage: https://arxiv.org/abs/2110.04825
• Size: 22.5 KB
• Stars: 0
• Watchers: 4
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
Deep Bayesian inference for seismic imaging with tasks


Code to partially reproduce results in [Deep Bayesian inference for

seismic imaging with tasks](https://arxiv.org/abs/2110.04825).

## Installation

Run the commands below to install the required packages.

```bash

git clone https://github.com/slimgroup/dp4imaging

cd dp4imaging/

conda env create -f environment.yml

conda activate dp4imaging

pip install -e .

```

After the above steps, you can run the example scripts by just

activating the environment, i.e., `conda activate dp4imaging`, the

following times.

## Questions

Please contact [email protected] for questions.

## Author

Ali Siahkoohi