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

PyAutoLens-JAX: Open-Source Strong Lensing

Colab Documentation Status Tests Build Code Style: black JOSS Zenodo DOI arXiv Project Status: Active Python Versions PyPI Version

Installation Guide | readthedocs | Introduction on Colab | HowToLens

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

This version

2026.5.8.1

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-2026.5.8.1.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-2026.5.8.1-py3-none-any.whl (6.8 MB view details)

Uploaded Python 3

File details

Details for the file autolens-2026.5.8.1.tar.gz.

File metadata

  • Download URL: autolens-2026.5.8.1.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-2026.5.8.1.tar.gz
Algorithm Hash digest
SHA256 5313096c7f8de2c267837b37168b277f77f28cf04a110631f09fe5c0ff3b9f84
MD5 7411c1fb0f7d3041102e7123bd226efc
BLAKE2b-256 37ac8c76f7d359bd683efce96e934594a7e7870832a1254dc3ac7763322f1388

See more details on using hashes here.

File details

Details for the file autolens-2026.5.8.1-py3-none-any.whl.

File metadata

  • Download URL: autolens-2026.5.8.1-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-2026.5.8.1-py3-none-any.whl
Algorithm Hash digest
SHA256 0dd31cd9df91ce5d3a4956f0e937468f72ff55e59f6ad76fe8daeb573fed1746
MD5 f535e370c601d3c3bac582c93a325265
BLAKE2b-256 f42ed8bb1ae9f09955eec3bcbd04373e45834860ae9a7b8b24323b89232e1a07

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