Fast strong gravitational lens modeling
Project description
Gradient Informed, GPU Accelerated Lens modelling (GIGA-Lens) is a package for fast Bayesian inference on strong gravitational lenses. For details, please see our paper.
Usage
Installation
GIGA-Lens can be installed via pip:
pip install gigalens
If pip notes an error after installation about conflicting dependencies, these can usually be safely ignored. If you wish to test the installation, tests can be run simply by running tox in the root directory.
Requirements
tensorflow>=2.6.0 tensorflow-probability>=0.15.0 lenstronomy==1.9.3 scikit-image==0.18.2 tqdm==4.62.0
The following dependencies are required by lenstronomy:
cosmohammer==0.6.1 schwimmbad==0.3.2 dynesty==1.1 corner==2.2.1 mpmath==1.2.1
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