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Jammy2211/PyAutoLens

PyAutoLens-JAX: Open-Source Strong Lensing

Project Status: Active Python Versions PyPI Version

binder Documentation Status Tests Build code-style JOSS arXiv

Installation Guide | readthedocs | Introduction on Binder | HowToLens

https://github.com/Jammy2211/PyAutoLogo/blob/main/gifs/pyautolens.gif?raw=true

When two or more galaxies are aligned perfectly down our line-of-sight, the background galaxy appears multiple times.

This is called strong gravitational lensing and PyAutoLens makes it simple to model strong gravitational lenses, using JAX to accelerate lens modeling on GPUs.

Getting Started

The following links are useful for new starters:

Support

Support for installation issues, help with lens modeling and using PyAutoLens is available by raising an issue on the GitHub issues page.

We also offer support on the PyAutoLens Slack channel, where we also provide the latest updates on PyAutoLens. Slack is invitation-only, so if you'd like to join send an email requesting an invite.

HowToLens

For users less familiar with gravitational lensing, Bayesian inference and scientific analysis you may wish to read through the HowToLens lectures. These teach you the basic principles of gravitational lensing and Bayesian inference, with the content pitched at undergraduate level and above.

A complete overview of the lectures is provided on the HowToLens readthedocs page