https://github.com/edoaltamura/vikhlinin

A specialized repository for fitting the Vikhlinin model to galaxy cluster density profiles.
https://github.com/edoaltamura/vikhlinin

data-science fitting-algorithm galaxy-clusters hyperparameter-search

Last synced: over 1 year ago
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A specialized repository for fitting the Vikhlinin model to galaxy cluster density profiles.

• Host: GitHub
• URL: https://github.com/edoaltamura/vikhlinin
• Owner: edoaltamura
• License: apache-2.0
• Created: 2023-06-02T09:11:16.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2023-06-06T10:16:18.000Z (about 3 years ago)
• Last Synced: 2025-01-05T04:41:46.360Z (over 1 year ago)
• Topics: data-science, fitting-algorithm, galaxy-clusters, hyperparameter-search
• Language: Python
• Homepage:
• Size: 22.5 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.txt
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

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README

          
# **`Vikhlinin-fit`**

## 📉 Multi-dimensional profile fitting demystified

A specialized collection of tools and classes focusing on fitting the Vikhlinin model to galaxy cluster density profiles. The repository can include advanced options for fitting, such as customizable bounds and starting parameters, and features like bootstrapping or Bayesian posterior sampling for uncertainty estimation.

## 📚 Citing

While this code is under development, we recommend citing [Altamura et al. (2023)](https://ui.adsabs.harvard.edu/abs/2023arXiv230207936A/abstract) using the bibliography styles provided in [NASA/Astrophysics Data System](https://ui.adsabs.harvard.edu/abs/2023arXiv230207936A/exportcitation).