sheap: Spectral Handling and Estimation of AGN Parameters
Project description
Spectral Handling and Estimation of AGN Parameters
sheap (Spectral Handling and Estimation of AGN Parameters) is a Python 3 package designed to analyze and estimate key parameters of Active Galactic Nuclei (AGN) from spectral data. This package provides tools to streamline the handling of spectral data and applies models to extract relevant AGN properties efficiently.
Features
Spectral Fitting: Automatically fits AGN spectra to estimate key physical parameters.
Model Customization: Allows flexible models for AGN spectra to suit a variety of use cases.
AGN Parameter Estimation: Extract black hole mass from observed spectra.
Installation
You can install sheap locally using the following command:
pip install -e .Prerequisites
You need to have Python (>=3.12) and the required dependencies installed. Dependencies are managed using Poetry or can be installed manually via requirements.txt.
References
sheap is based on methodologies and models outlined in the following paper:
Ávila-Vera, F., et al. (xxx). Spectral Handling and Estimation of AGN Parameters (SHEAP): The first GPU-based AGN spectral-fitting code. xxx, xxx. Available at: ADS Abstract.
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python-package.yml on felavila/sheap
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python-package.yml on felavila/sheap
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github-hosted -
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