Open-Source Strong Lensing

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for Jammy2211 from gravatar.com Jammy2211 Avatar for rhayes777 from gravatar.com rhayes777

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: MIT
  • Author: James Nightingale
  • Tags cli
  • Requires: Python >=3.9
  • Provides-Extra: jax , optional , docs , test , dev
Classifiers
Report project as malware

Project description

Project Status: Active Python Versions PyPI Version

colab Documentation Status Tests Build code-style JOSS Zenodo DOI arXiv

Installation Guide | readthedocs | Introduction on Colab | 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:

Community & Support

Support for PyAutoLens is available via our Slack workspace, where the community shares updates, discusses gravitational lensing analysis, and helps troubleshoot problems.

Slack is invitation-only. If you’d like to join, please send an email requesting an invite.

For installation issues, bug reports, or feature requests, please raise an issue on the GitHub issues page.

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, and the notebooks themselves live in the PyAutoLabs/HowToLens repository.

Citations

Information on how to cite PyAutoLens in publications can be found on the citations page.

Contributing

Information on how to contribute to PyAutoLens can be found on the contributing page.

Hands on support for contributions is available via our Slack workspace, again please email to request an invite.

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for Jammy2211 from gravatar.com Jammy2211 Avatar for rhayes777 from gravatar.com rhayes777

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: MIT
  • Author: James Nightingale
  • Tags cli
  • Requires: Python >=3.9
  • Provides-Extra: jax , optional , docs , test , dev
Classifiers

Release history Release notifications | RSS feed

2026.5.21.1

2026.5.14.2

2026.5.8.2

2026.5.8.1

This version

2026.5.1.4

2026.5.1.1 yanked

2026.4.13.6

2026.4.13.5

2026.4.13.3

2026.4.5.3

2026.2.26.4 yanked

Reason this release was yanked:

Drop Python 3.9/3.10/3.11 support

2026.2.26.3 yanked

Reason this release was yanked:

Drop Python 3.9/3.10/3.11 support

2026.1.21.3 yanked

Reason this release was yanked:

Drop Python 3.9/3.10/3.11 support

2025.12.21.1 yanked

Reason this release was yanked:

Drop Python 3.9/3.10/3.11 support

2025.12.15.2 yanked

Reason this release was yanked:

Drop Python 3.9/3.10/3.11 support

2025.12.15.1 yanked

Reason this release was yanked:

Drop Python 3.9/3.10/3.11 support

2025.11.29.3 yanked

Reason this release was yanked:

Drop Python 3.9/3.10/3.11 support

2025.11.18.1 yanked

Reason this release was yanked:

Drop Python 3.9/3.10/3.11 support

2025.11.5.1 yanked

Reason this release was yanked:

Drop Python 3.9/3.10/3.11 support

2025.10.21.1 yanked

Reason this release was yanked:

Drop Python 3.9/3.10/3.11 support

2025.10.20.5 yanked

Reason this release was yanked:

Drop Python 3.9/3.10/3.11 support

2025.10.20.4 yanked

Reason this release was yanked:

Drop Python 3.9/3.10/3.11 support

2025.10.20.2 yanked

Reason this release was yanked:

Drop Python 3.9/3.10/3.11 support

2025.10.20.1 yanked

Reason this release was yanked:

Drop Python 3.9/3.10/3.11 support

2025.10.16.2 yanked

Reason this release was yanked:

Drop Python 3.9/3.10/3.11 support

2025.10.16.1 yanked

Reason this release was yanked:

Drop Python 3.9/3.10/3.11 support

2025.5.10.1

2025.5.9.48

2025.5.9.36

2025.5.9.29

2025.5.9.28

2025.5.9.11

2025.5.7.16

2025.1.18.7

2024.11.13.2

2024.11.6.1

2024.9.21.2

2024.5.16.0

2024.1.27.4

2023.10.23.3

2023.10.23.2

2023.9.18.4

2023.7.5.2

2023.6.18.3

2023.6.12.5

2023.6.12.4

2023.3.27.1

2023.3.21.5

2023.3.21.4

2023.3.21.3

2023.1.15.1

2022.12.19.3

2022.11.26.11

2022.7.11.1

2022.7.10.1

2022.5.2.1

2022.3.30.1

2022.3.18.2

2022.2.14.1

2022.2.13.1

2021.10.14.1

2021.8.12.1

2021.6.4.1

2021.6.2.1

1.15.3

1.15.2

1.15.1

1.14.0

1.13.0

1.12.2

1.12.1

1.12.0

1.11.1

1.11.0

1.10.0

1.9.3

1.9.2

1.9.1

1.9.0

1.8.6

1.8.5

1.8.4

1.8.3

1.8.2

1.8.1

1.8.0

1.7.10

1.7.9

1.7.8

1.7.6

1.7.5

1.7.4

1.7.3

1.7.2

1.7.1

1.7.0

1.6.3

1.6.2

1.6.1

1.6.0

1.5.15

1.5.14

1.5.13

1.5.12

1.5.11

1.5.10

1.5.9

1.5.8

1.5.7

1.5.6

1.5.5

1.5.4

1.5.3

1.5.2

1.5.1

1.5.0

1.4.3

1.4.2

1.4.1

1.4.0

1.3.4

1.3.3

1.3.2

1.3.1

1.3.0

1.2.3

1.2.2

1.2.1

1.2.0

1.1.4

1.1.3

1.1.2

1.1.1

1.1.0

1.0.19

1.0.18

1.0.17

1.0.16

1.0.15

1.0.14

1.0.13

1.0.12

1.0.11

1.0.10

1.0.9

1.0.8

1.0.7

1.0.6

1.0.5

1.0.4

1.0.3

1.0.2

1.0.1

1.0.0

0.46.2

0.46.1

0.46.0

0.45.0

0.44.1

0.44.0

0.43.2

0.43.1

0.43.0

0.42.3

0.42.2

0.42.1

0.42.0

0.41.1

0.41.0

0.40.0

0.39.4

0.39.3

0.39.2

0.39.1

0.39.0

0.38.4

0.38.3

0.38.2

0.38.1

0.38.0

0.37.2

0.37.1

0.36.2

0.36.1

0.36.0

0.35.7

0.35.6

0.35.5

0.35.4

0.35.3

0.35.2

0.35.1

0.35.0

0.34.1

0.34.0

0.33.0

0.32.3

0.32.2

0.32.1

0.32.0

0.31.8.14

0.31.8.13

0.31.8.12

0.31.8.11

0.31.8.10

0.31.8.9

0.31.8.8

0.31.8.7

0.31.8.6

0.31.8.4

0.31.8.3

0.31.8.2

0.31.8.1

0.31.8

0.31.7

0.31.6

0.31.5

0.31.4

0.31.3

0.31.2

0.31.1

0.30.5

0.30.4

0.30.3

0.30.2

0.30.1

0.30.0

0.29.2

0.29.1

0.29.0

0.28.1

0.28.0

0.27.5

0.27.4

0.27.3

0.27.2

0.27.1

0.27.0

0.26.1

0.26.0

0.25.11

0.25.10

0.25.9

0.25.8

0.25.7

0.25.6

0.25.5

0.25.3

0.25.2

0.25.1

0.25.0

0.24.6

0.24.5

0.24.4

0.24.3

0.24.2

0.24.1

0.24.0

0.23.5

0.23.4

0.23.3

0.23.2

0.23.1

0.23.0

0.22.2.2

0.22.2.1

0.22.2

0.22.1

0.22.0.4

0.22.0.3

0.22.0

0.21.1

0.21.0

0.20.0

0.19.0

0.18.5

0.18.4

0.18.3

0.18.2

0.18.1

0.18.0

0.17.3

0.17.2

0.17.1

0.17.0

0.16.7

0.16.6

0.16.5

0.16.4

0.16.3

0.16.2

0.16.0

0.15.6

0.15.5

0.15.4

0.15.3

0.15.2

0.15.1

0.15.0

0.14.3

0.14.2

0.14.1

0.14.0

0.13.0

0.12.2

0.12.1

0.12.0

0.11.11

0.11.10

0.11.9

0.11.8

0.11.7

0.11.6

0.11.5

0.11.4

0.11.3

0.11.0

0.10.0

0.9.16

0.9.15

0.9.14

0.9.13

0.9.12

0.9.11

0.9.10

0.9.9

0.9.8

0.9.7

0.9.6

0.9.5

0.9.4

0.9.3

0.9.2

0.9.0.1

0.8.13

0.8.12

0.8.11

0.8.10

0.8.9

0.8.8

0.8.7

0.8.6

0.8.5

0.8.4

0.8.3

0.8.1

0.8.0

0.7.4

0.7.3

0.7.2

0.7.1

0.7.0

0.6.4

0.6.3

0.6.2

0.6.0

0.5.7

0.5.6

0.5.5

0.5.4

0.5.3

0.5.2

0.5.1

0.5.0

0.4.3.6

0.4.3.5

0.4.3.4

0.4.3.3

0.4.3.2

0.4.3.1

0.4.3

0.4.2

0.4.1

0.4.0

0.3.7

0.3.3

0.3.2

0.3.1

0.3.0

0.2.8

0.2.6

0.2.5

0.2.4

0.2.3

0.2.2

0.2.1

0.2.0

0.1.9

0.1.8

0.1.7

0.1.6

0.1.5

0.1.4

0.1.3

0.1.2

0.1.1

0.1.0

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

autolens-2026.5.1.4.tar.gz (6.8 MB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

autolens-2026.5.1.4-py3-none-any.whl (6.8 MB view details)

Uploaded Python 3

File details

Details for the file autolens-2026.5.1.4.tar.gz.

File metadata

  • Download URL: autolens-2026.5.1.4.tar.gz
  • Upload date:
  • Size: 6.8 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.0.1 CPython/3.12.3

File hashes

Hashes for autolens-2026.5.1.4.tar.gz
Algorithm Hash digest
SHA256 371f845fe2bf3e8a1deaea09c38cf2a8b38cac67736ba6fe97c4966ee31995f7
MD5 fa7dfccbcdf394d4a04d26dab3631e34
BLAKE2b-256 a6862eb1b7c13de14e19906fff90c664d6a363e4e2ab04471daf38cc7cb2b148

See more details on using hashes here.

File details

Details for the file autolens-2026.5.1.4-py3-none-any.whl.

File metadata

  • Download URL: autolens-2026.5.1.4-py3-none-any.whl
  • Upload date:
  • Size: 6.8 MB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.0.1 CPython/3.12.3

File hashes

Hashes for autolens-2026.5.1.4-py3-none-any.whl
Algorithm Hash digest
SHA256 945e2035d3c0495b740ff6ceb4444924c4128e4949630b703cc74dd87ee102b6
MD5 62bd58fa77cfa63fd97778034019d49a
BLAKE2b-256 fd6d770a90d3050a9fdb21c7f005e511ac8d633963dfdbcb16d7dfce9dec8ea4

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page