Skip to main content

VBMicrolensing is a tool for efficient computation in gravitational microlensing events using the advanced contour integration method, supporting single, binary and multiple lenses.

Project description

VBMicrolensing

VBMicrolensing is a tool for efficient computation in gravitational microlensing events using the advanced contour integration method, supporting single, binary and multiple lenses.

In particular, VBMicrolensing is designed for the following calculations:

  • Magnification by single, binary and multiple lenses
  • Centroid of the images generated by single and binary lenses
  • Critical curves and caustics of binary and multiple lenses
  • Complete light curves including several higher order effects: limb darkening of the source, binary source, parallax, xallarap, circular and elliptic orbital motion.

VBMicrolensing is written as a C++ library and wrapped as a Python package, the user can call the code from either C++ or Python. This new code encompasses the well-known VBBinaryLensing code, which is at the basis of several platforms for microlensing modeling. VBBinaryLensing will still be available as a legacy software, but will no longer be maintained.

VBMicrolensing has been developed by Valerio Bozza, University of Salerno, with a substantial contribution by Vito Saggese, University of Naples and Jiyuan Zhang, Tisnghua University. We also acknowledge a long list of collaborators who contributed to testing and development of particular aspects over the years: Natasha Abrams, Etienne Bachelet, Fran Bartolic, Dex Bhadra, Sebastiano Calchi Novati, Giovanni Covone, Giuseppe D'Ago, Tyler Heintz, Ava Hoag, Markus Hundertmark, Elahe Khalouei, Jessica Lu, Matthew Penny, Radek Poleski, Haibin Ren, Paolo Rota, Sedighe Sajadian, Rachel Street, Keto Zhang, Weicheng Zhang, Wei Zhu.

Attribution

Any use of this code for scientific publications should be acknowledged by a citation to the works relevant to your study:

If specifically relevant to your work, please also cite J. Skowron and A. Gould, arXiv:1203.1034.

Installation

Python

The easiest way to install VBMicrolensing is through pip install VBMicrolensing

In alternative, in order to use the latest build, clone this GitHub repository on your computer, enter your local copy of the repository and run

pip install .

Currently, VBMicrolensing works on Linux, Windows, MacOS and python >= 3.7. The package requires a C++ compiler supporting C++17.

C++

If you just want to use the C++ library, clone this repository, all cpp files and the VBMicrolensing.h are located in in VBMicrolensing/lib and should be added to your project.

The package also contains the following files:

  • VBMicrolensing/data/ESPL.tbl - Pre-calculated table for Extended-source-point-lens
  • VBMicrolensing/data/SunEphemeris.txt - Sun ephemeris for parallax calculation
  • VBMicrolensing/data/OB151212coords.txt - Sample file with event coordinates
  • VBMicrolensing/data/satellite1.txt - Sample table for satellite position (Spitzer)
  • VBMicrolensing/data/satellite2.txt - Sample table for satellite position (Kepler)

Documentation

Full documentation for the use of VBmicrolensing in python and documentation for the use of VBmicrolensing in C++ are available.

Furthermore, the vast majority of functions are documented with Python docstrings which can be accessed as, for example, ?VBBL.BinaryMag2() in a Jupyter notebook.

We also provide some examples showing the capabilities of the package. In particular, we reproduce some known triple-lense microlensing events.

License

VBMicrolensing is freely available to the community under the GNU Lesser General Public License Version 3 included in this repository.

Project details


Download files

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

Source Distribution

vbmicrolensing-5.3.3.tar.gz (2.9 MB view details)

Uploaded Source

Built Distributions

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

vbmicrolensing-5.3.3-cp313-cp313-win_amd64.whl (1.4 MB view details)

Uploaded CPython 3.13Windows x86-64

vbmicrolensing-5.3.3-cp313-cp313-win32.whl (1.3 MB view details)

Uploaded CPython 3.13Windows x86

vbmicrolensing-5.3.3-cp313-cp313-musllinux_1_2_x86_64.whl (2.4 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

vbmicrolensing-5.3.3-cp313-cp313-musllinux_1_2_i686.whl (2.5 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ i686

vbmicrolensing-5.3.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.6 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ x86-64

vbmicrolensing-5.3.3-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl (1.6 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ i686

vbmicrolensing-5.3.3-cp313-cp313-macosx_11_0_arm64.whl (1.4 MB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

vbmicrolensing-5.3.3-cp313-cp313-macosx_10_15_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.13macOS 10.15+ x86-64

vbmicrolensing-5.3.3-cp312-cp312-win_amd64.whl (1.4 MB view details)

Uploaded CPython 3.12Windows x86-64

vbmicrolensing-5.3.3-cp312-cp312-win32.whl (1.3 MB view details)

Uploaded CPython 3.12Windows x86

vbmicrolensing-5.3.3-cp312-cp312-musllinux_1_2_x86_64.whl (2.4 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

vbmicrolensing-5.3.3-cp312-cp312-musllinux_1_2_i686.whl (2.5 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ i686

vbmicrolensing-5.3.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.6 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64

vbmicrolensing-5.3.3-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl (1.6 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ i686

vbmicrolensing-5.3.3-cp312-cp312-macosx_11_0_arm64.whl (1.4 MB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

vbmicrolensing-5.3.3-cp312-cp312-macosx_10_15_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.12macOS 10.15+ x86-64

vbmicrolensing-5.3.3-cp311-cp311-win_amd64.whl (1.4 MB view details)

Uploaded CPython 3.11Windows x86-64

vbmicrolensing-5.3.3-cp311-cp311-win32.whl (1.3 MB view details)

Uploaded CPython 3.11Windows x86

vbmicrolensing-5.3.3-cp311-cp311-musllinux_1_2_x86_64.whl (2.4 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

vbmicrolensing-5.3.3-cp311-cp311-musllinux_1_2_i686.whl (2.5 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ i686

vbmicrolensing-5.3.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.6 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64

vbmicrolensing-5.3.3-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl (1.6 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ i686

vbmicrolensing-5.3.3-cp311-cp311-macosx_11_0_arm64.whl (1.4 MB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

vbmicrolensing-5.3.3-cp311-cp311-macosx_10_15_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.11macOS 10.15+ x86-64

vbmicrolensing-5.3.3-cp310-cp310-win_amd64.whl (1.4 MB view details)

Uploaded CPython 3.10Windows x86-64

vbmicrolensing-5.3.3-cp310-cp310-win32.whl (1.3 MB view details)

Uploaded CPython 3.10Windows x86

vbmicrolensing-5.3.3-cp310-cp310-musllinux_1_2_x86_64.whl (2.4 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ x86-64

vbmicrolensing-5.3.3-cp310-cp310-musllinux_1_2_i686.whl (2.5 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ i686

vbmicrolensing-5.3.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.6 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64

vbmicrolensing-5.3.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl (1.6 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ i686

vbmicrolensing-5.3.3-cp310-cp310-macosx_11_0_arm64.whl (1.4 MB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

vbmicrolensing-5.3.3-cp310-cp310-macosx_10_15_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.10macOS 10.15+ x86-64

vbmicrolensing-5.3.3-cp39-cp39-win_amd64.whl (1.4 MB view details)

Uploaded CPython 3.9Windows x86-64

vbmicrolensing-5.3.3-cp39-cp39-win32.whl (1.3 MB view details)

Uploaded CPython 3.9Windows x86

vbmicrolensing-5.3.3-cp39-cp39-musllinux_1_2_x86_64.whl (2.4 MB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ x86-64

vbmicrolensing-5.3.3-cp39-cp39-musllinux_1_2_i686.whl (2.5 MB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ i686

vbmicrolensing-5.3.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.6 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ x86-64

vbmicrolensing-5.3.3-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl (1.6 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ i686

vbmicrolensing-5.3.3-cp39-cp39-macosx_11_0_arm64.whl (1.4 MB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

vbmicrolensing-5.3.3-cp39-cp39-macosx_10_15_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.9macOS 10.15+ x86-64

vbmicrolensing-5.3.3-cp38-cp38-win_amd64.whl (1.4 MB view details)

Uploaded CPython 3.8Windows x86-64

vbmicrolensing-5.3.3-cp38-cp38-win32.whl (1.3 MB view details)

Uploaded CPython 3.8Windows x86

vbmicrolensing-5.3.3-cp38-cp38-musllinux_1_2_x86_64.whl (2.4 MB view details)

Uploaded CPython 3.8musllinux: musl 1.2+ x86-64

vbmicrolensing-5.3.3-cp38-cp38-musllinux_1_2_i686.whl (2.5 MB view details)

Uploaded CPython 3.8musllinux: musl 1.2+ i686

vbmicrolensing-5.3.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.6 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ x86-64

vbmicrolensing-5.3.3-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl (1.6 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ i686

vbmicrolensing-5.3.3-cp38-cp38-macosx_11_0_arm64.whl (1.4 MB view details)

Uploaded CPython 3.8macOS 11.0+ ARM64

vbmicrolensing-5.3.3-cp38-cp38-macosx_10_15_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.8macOS 10.15+ x86-64

vbmicrolensing-5.3.3-cp37-cp37m-win_amd64.whl (1.4 MB view details)

Uploaded CPython 3.7mWindows x86-64

vbmicrolensing-5.3.3-cp37-cp37m-win32.whl (1.3 MB view details)

Uploaded CPython 3.7mWindows x86

vbmicrolensing-5.3.3-cp37-cp37m-musllinux_1_2_x86_64.whl (2.4 MB view details)

Uploaded CPython 3.7mmusllinux: musl 1.2+ x86-64

vbmicrolensing-5.3.3-cp37-cp37m-musllinux_1_2_i686.whl (2.5 MB view details)

Uploaded CPython 3.7mmusllinux: musl 1.2+ i686

vbmicrolensing-5.3.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.7mmanylinux: glibc 2.17+ x86-64

vbmicrolensing-5.3.3-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl (1.6 MB view details)

Uploaded CPython 3.7mmanylinux: glibc 2.17+ i686

vbmicrolensing-5.3.3-cp37-cp37m-macosx_10_15_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.7mmacOS 10.15+ x86-64

File details

Details for the file vbmicrolensing-5.3.3.tar.gz.

File metadata

  • Download URL: vbmicrolensing-5.3.3.tar.gz
  • Upload date:
  • Size: 2.9 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.11.9

File hashes

Hashes for vbmicrolensing-5.3.3.tar.gz
Algorithm Hash digest
SHA256 5399cafeecd149e37e934fd56521c2f668adbdca5343ab61b16c3e7b91167731
MD5 2ec1f1f38993952313bc580dcac6fe04
BLAKE2b-256 6ceacc13cf310bee7b434e03e196064019ed4d2eeeadc094627b504654aca812

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 bb755fcf2dc81aca2055e8d04a6b007fe9fdc47754509ccff4f39716eac8b565
MD5 1f304b0b41419c3d25995a0d5b82886b
BLAKE2b-256 df12f93b6b71e1d074cea7e751069ea9ddb62bc24a37897ec33847fd4807dd01

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp313-cp313-win32.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp313-cp313-win32.whl
Algorithm Hash digest
SHA256 8fa9cabdbbcc6585ac1889631421295822acbd8d70825005bc42537691e7367a
MD5 60a2281d015b5c458a283f9887047954
BLAKE2b-256 51e6ef274a7734c92cab288abbeb669a2ab62501fb8f1953c10d1d5a0cdd07b5

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 34cc957c1917c99412ab7cf30c73235182b19812fadc598a903c633f7d7023e3
MD5 e818fba8ed78ebf1b2a06b7f9929fd2a
BLAKE2b-256 aeab3e57bc987fa14e1af42a50066434e0c0be4f6c8b3b4314b6274799d3c56a

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp313-cp313-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp313-cp313-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 c17bce4483baf7e9e9a1de4f3e61b03a615053143110844e7af9c3470e278143
MD5 9986b9e4650a86eb1068e14c6b63d68e
BLAKE2b-256 a142e5c76c3c598d4d330be41f6f1c28409719afc1a5c50eef350aadd0ef5b78

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 ee5b6d0186ddd1c729c2d2cff12d9f1cecdbf6bc161bf9d3a57729d9e6340911
MD5 d0d0d3e35588a772b23d8a4d41193e29
BLAKE2b-256 7acb5f9486b753147856327016c6121e7be7cc1bcb0ab7aa6c4b7df16178f540

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 75966228ab5661d55dc2ef4ad982f3858e1c0e9bd2bb1bff73f2f9405be078b6
MD5 ca8ad19d5b4e0e49208a5d37c7ea1a48
BLAKE2b-256 87c69757d5165dc8ed99388bdc2fcf20c9b5575e4b2ba054eae397859d5045ab

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 c1e040f9a00412683ce376cd728c06237c88d534af6bff65924e5ab27a89d8fb
MD5 05f5b8e5c9d0dd32f6963b03e3aacece
BLAKE2b-256 03c4b31b4c4ac81e1f44301082a49c899f026993f51a3765cd822f6f9aa032d5

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp313-cp313-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp313-cp313-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 f56ac52385280f114d3c398beaea2d59f26eb17c1bf6f75b0e4faefdc6ce2d2d
MD5 72650137ce5c138806665c1ce809dcac
BLAKE2b-256 885edda41b96c0e3988467e5505d7c825c2983ec9ab0c487f30bfc3b6b9a1cf7

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 640eff14896d29020375e1feda54e5eebe2c9a3a05b0df79e17a1e421c8538c2
MD5 ad20d3e691500ad95f2191d2bb440a05
BLAKE2b-256 80c3e01f52c3e9f7a63e5c5af578d49816e845f6c6731545f16bbbd2e32ace77

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp312-cp312-win32.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp312-cp312-win32.whl
Algorithm Hash digest
SHA256 cea0c00a6b6bdf2f1d92afbfbc0fc96c8c9e3f06f502069fceaa9b472451afa9
MD5 2e1ab20eea5a88c494710008da08d6eb
BLAKE2b-256 2f1a786817aa3a34e000072ec334209678ae99f83cb45f24f16203cbef893ea2

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 6bd2196d69f443c8c5952310f66be3450eb4db46593a2737a4660c06d69d0a3f
MD5 721f76df01157ba46512de7d43db161c
BLAKE2b-256 fe54d7db7458423716c18184af9b240dca052cb6b64de7d3cb686896b764f1f1

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp312-cp312-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp312-cp312-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 7f166c039be87f9c71fa0b3599184e7d95fb45319d4adc92515e05b40dedc8ad
MD5 0c293bd8cf7fb4e0d692d65a43ca570a
BLAKE2b-256 ea880be576a4118a269c2054e78e0b34776254a2bf4fad73b9113abb0f154259

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 72c8a6212075ad64bb78c79b9efef19d0acb166ae9ddfe695720deb16bf00f28
MD5 6e89a9a000e96a264c651c282a7828a1
BLAKE2b-256 86e30b00a0d07d3a254085ba1f1db498153a38a090965175c2a76cba2ba6a82b

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 237c3c2a408ea93a5abf0bccfeae8a207732565eed19f3c935fdb48aad47543f
MD5 d3d3e8f2c03d104d619d155c2c98f6b5
BLAKE2b-256 21b281b7ced507f770833fdd80f5bcd7872cfa4cf681c554ac03d7e5d320e005

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 10f98a823bc6efda723bd6b986c59d08e81255844a4407865e61535465ce54fd
MD5 d882d32aa65a37b44b2ae86b0b815c8b
BLAKE2b-256 98185ffd59529532a267aa5b3e19dc42b479b1cb57619db01e043481646a4515

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp312-cp312-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp312-cp312-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 2e30548c82ddd257b01a8e9eb0f78b98a5c3f41bd28ae1f9987704375001046f
MD5 08d69e4790dca1cfbccdd8cc0f18d827
BLAKE2b-256 576b3c39e374fd7e61426156276f90a1edfffe754c3e186ef21fd61a3d79ce8b

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 484ced7a1eaa7eaea0785b5b3eb1f48cb02c79b3b5a00c9ea9cd7df0582132ae
MD5 11f8f33c674de9e621f13fc0d8089a77
BLAKE2b-256 f66613145ef02936b47f71e1c1ba77132a87169979f6fb6cc493e95298cbc582

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp311-cp311-win32.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp311-cp311-win32.whl
Algorithm Hash digest
SHA256 07bbee2d6748ac3a4c6df0b06298a5988741a84ce0d8f81b4eb6bbf87cf450c1
MD5 859995ec5f942ae47eda77dff707191e
BLAKE2b-256 198421c68140bbea2a4bc3941aca344b996b1d95694e6e0b453f03002f4047fd

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 d4f1665a00dbc819447781d05e211022a48fab6425f312d074f96c06b6445ba3
MD5 6b2386e4845d93de5fda6ec1aa845759
BLAKE2b-256 a2f698ac8f8dca09e7facca5a880e6e68c49168e37d941e6f4ff850bb530dad7

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp311-cp311-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp311-cp311-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 9513d3845b7c947a079503c178923ae785d209873ea71ca5908c070519816807
MD5 0cbb405cf7cc3843d600ca522f90f659
BLAKE2b-256 48a6971d949d3c9902eb48bd8cf2c28a971b4dedf9370f0ff1de4c46604cef52

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 adb2e4025719e9ee48d1aa183b0866d476f01f4c7e5e90fa8c13353d55242dad
MD5 e26c561557e1f06da5a6d6504a7e4494
BLAKE2b-256 6086f4a6a7814fafaa40603e0ced689799846a6f5a52672ac292cafd0b731b78

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 5583435485297fedf8c25574f93e98beef8eaa6767fe28becff36b14019d951b
MD5 797e42869de0513b482111c49f4a298e
BLAKE2b-256 40ac055e799a30a7e1dbc07b8d93a0a003ae59a7417b9c73404952ccefb9cfc0

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 ce410a869bbe3125c45de2d1b34db505d2a18b8f798d4ba16bfe170cf1053004
MD5 85ef74f7f36b4e5ffe29fafcc133ab40
BLAKE2b-256 676dfddce29195bbab32fd6a315fa649c7913dd92c869a7dcad3b3b14dc14cec

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp311-cp311-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp311-cp311-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 927e4a2e5780ad4ef3f03b275dd00984f8aa99ac9f0745032a6d43f6d6ad584c
MD5 60bec907a04172f9e5efefcff5a3d23c
BLAKE2b-256 be0760d1637ab2d0aeeb50e16cbee366cfea872b8e22f3a18b2d3aa719be3a16

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 1a84e78d5484c2586e92c588cbf71dabc8e216772110e94e3ebcc2058431ff3a
MD5 658aedabaad080c29a164dccf885d480
BLAKE2b-256 8dae917ddf0cec943e02334f326b5f8d71841c49914c1c855f4943a0077a44c8

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp310-cp310-win32.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp310-cp310-win32.whl
Algorithm Hash digest
SHA256 e362d6da2ab7c4a077cae83973e4c53c8ca51caa8449fd278cf5c5a8176383ad
MD5 134aff8028a3833c2474ee520e6e38e5
BLAKE2b-256 941314cae742b2bed74952ec77f2b8c8bf6eb3f489d1c555996ddc100c71f98b

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 9ce685f2d72ea69d506b5838ae31a9620d9d5ab936c422ff1204b4ab736d8eea
MD5 6d378db5829398f41bcf2e408c58c939
BLAKE2b-256 ba40eeccb83008dabe4da0e3257cca566963f26901493873bedd1002a7343ba1

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp310-cp310-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp310-cp310-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 aaefeea2e65d64de6da49ba1aa2c85e8777400b28b1f1b061a15d08afd021db4
MD5 562989fcac949cf2cff6e5362a8e8d64
BLAKE2b-256 82308f8d773d4dafa3f27b003cc5efff7866c465d6124901aaeba1caa83176cc

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 67bf709088c179cc79a13f5c6c1597a0794ff70a126df471b8e896ef55ca7ce9
MD5 c658cab1b6742060b9ee327b6b929cd8
BLAKE2b-256 8d483b4defc225167eb644b3357dd8d47eed2649d66c754f4e53de5e3bb009ec

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 f0dc8887557fdb7e5d692759d33dc2ce9215493c3dd5893b178c010c104ebb0d
MD5 2107b854acb26d5e7742782e02f4d52b
BLAKE2b-256 9043de2779ffe20af72bf2e188d4339b34e0e69dfee853f7ba9014ccb77b4559

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 1350ae6f8c096767e017e3f662f249b6eb3a7d9435da178f9d23d5d4cf402e24
MD5 7801454277b3359d72e1495ed797e511
BLAKE2b-256 5ca9ef6c41c4b83568fd3f482233917c399c8ad3be65af467b0b126670ee384a

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp310-cp310-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp310-cp310-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 3633a1a3ecc617b3e24d093bec4ef38cd2218de95888a7518b45667bb7213803
MD5 059abfd085a013c8a3c5db88cd27aac8
BLAKE2b-256 d5fb59b4974b2db174d4239017305f6ed13189d04a96b38399de343cf747dd4b

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp39-cp39-win_amd64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 50c6981abde7058bffff213fd0fb940d3a51ddda3b4d67f9c3d043b957c7fd83
MD5 5c9d1f32a821e5817f8f49bbba120c21
BLAKE2b-256 1509f4c537dd20c0a19b047e9522c4e6e45e7ab9792f0957167125dd81495f97

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp39-cp39-win32.whl.

File metadata

  • Download URL: vbmicrolensing-5.3.3-cp39-cp39-win32.whl
  • Upload date:
  • Size: 1.3 MB
  • Tags: CPython 3.9, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.11.9

File hashes

Hashes for vbmicrolensing-5.3.3-cp39-cp39-win32.whl
Algorithm Hash digest
SHA256 bcd81556f10781d7fba1071b792a796404f058b30c6df5677415e7294c194b7b
MD5 d03d1c51f614ad6e3db55049204c6681
BLAKE2b-256 c657aa8224a9135f179d91f7b30120850cc1a890738c8aca6416cd97b926ec2d

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp39-cp39-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 7031d976afdc2b9218c86fe164e71eb167d0e45ff1af9162fadaa6d01f23974a
MD5 1ecba0aaae7d7fffeb5444a014b5563f
BLAKE2b-256 6866c31f643c2d9c911b665d13b17da58ad18f20310428d58db8b9bcb261cb2b

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp39-cp39-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp39-cp39-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 2eaa2c307b11ae8d6661481a4db5aa60024ccba8a5a09c6ce6e59cff429fcbf5
MD5 3c442d2efd028000817cbf13c2c14f89
BLAKE2b-256 a2df601bc42413b1d1f7b19fe834b3c23c15f91ea4febd73fb5f6e9d2d07e573

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 ef97a432f45519a7714fe1cebb1e5b6eef845e0154087905291712fbd2497dc9
MD5 50f46956103bda8bbb33ce79376c845c
BLAKE2b-256 11d60d08b079c5f8dc9368815fff070e2200471c1e2c73a1dd5bd396597ace96

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 b95ba1b01d6a95f252e4a6bba405f0596c9a2da391f3a78179fca29f3887ecc2
MD5 269f12ae1b07cbe743fb65ac1cbc113b
BLAKE2b-256 91e4d4d62484ffacb8502aa258f1280591c9cbab8d70137862046baa1cabb199

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 70290c83087344e66aa10a4b6fe8b88cf4c39aa9bec70d851723c33a33db32e5
MD5 1df0c91fcf476f9c53e92270f3908034
BLAKE2b-256 76f8bb43d2b199e5c8c31b3f7c69844cb4151c04808aa6adb8c3627562b890c9

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp39-cp39-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp39-cp39-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 097f697fae48e3702414847c2b39aa2d91c1527891becfc314c6d56b1d957bf0
MD5 0a627b2f1ce56837d789d5afbdee1d61
BLAKE2b-256 f18761de4539b91dc250af78b984f7ae6d42472e15c567fd3b446c0f63e97243

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp38-cp38-win_amd64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 7beb3eb08a5f9a08e2a3e4f377cf38b880fcd1cd8906c340ef7f4ce82871cde3
MD5 abbe7f7c2bdba1b5f4c31d60eac01aef
BLAKE2b-256 5ff71c9cd620d8c3279b235c9514c6dd9f4fdadc6f053dcd67ed8fb8ab271fea

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp38-cp38-win32.whl.

File metadata

  • Download URL: vbmicrolensing-5.3.3-cp38-cp38-win32.whl
  • Upload date:
  • Size: 1.3 MB
  • Tags: CPython 3.8, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.11.9

File hashes

Hashes for vbmicrolensing-5.3.3-cp38-cp38-win32.whl
Algorithm Hash digest
SHA256 b29e3061f89dd804ccce79ae191d8dc8bd0b4883a19b180f7fc05d249a9aaa0d
MD5 0ac2c8acee7f0757310918d827521ed4
BLAKE2b-256 e6a9c362460c263030d7126d2ac1451de0e359f7b2e9891724c54627fa62d7c1

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp38-cp38-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp38-cp38-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 750b27f98af3764c532c004863d96f91d744ef06cdd41aeb8421051c5ab0384c
MD5 1f427bf815240d8025ce36fe248e110d
BLAKE2b-256 57f07bf5271b5659ca72e0e4a9788f523461645a976f3868e29ff44c8b185056

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp38-cp38-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp38-cp38-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 e19657e6acd34db20faf01b16141a67bbfb5b927e2a80f2ac217ca17e7a68a8f
MD5 da52b74c405e530504904017f2594bef
BLAKE2b-256 df2b4ac061cc71e858182b2e98cef492975d2573f68c009b971cb86f7b73d6d5

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 26beb1cccdb944855d486d7e2d4c614173a196e6fcf95d48dd546af6dfff5633
MD5 f976303007c5ea812b28b6da892f264b
BLAKE2b-256 434915557337bd4a450db70fdc5ae9423eb03d742c477c87a50a1dd32f86ff2c

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 d647748625a52984fc67fb2bd1d35c63a2b4750d0f1250136e4cf53cbb42351b
MD5 88ebea85b265abd3de0380c583357477
BLAKE2b-256 a5517064363caef85a2158a2b5c03120342531374a1370b2e913e3678f567fbd

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp38-cp38-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp38-cp38-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 ba74697f01de5507120576d3d2264d59bdb1e0b14a18c28c92a628ebc9b618c8
MD5 9ef39c08aa46e606cfc788588320f251
BLAKE2b-256 567b97376730558e10bbd72eb9b5c44024fc03fce84b8104596cb7935f5dc97a

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp38-cp38-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp38-cp38-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 d18decd5d282b5c5c16b8b08509192874e2322041d3220fddf78f2ed61752a3c
MD5 e0d7345da85897dcfffa546bd6fea815
BLAKE2b-256 b7612f018e838388c8b11c1c6179c068c579bff5d88464ce0e1c9a9b9d68ded4

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp37-cp37m-win_amd64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 6e08b49137ca9cc43272d9b516c3d9c446b241df1b6491fad625005f04c94edc
MD5 0bf055f6252e49971fbc353dc46fd803
BLAKE2b-256 e114c3ea0ba4138b4922241c3e9a83fd958d3e736d41319ad146dc44c4dfd30d

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp37-cp37m-win32.whl.

File metadata

  • Download URL: vbmicrolensing-5.3.3-cp37-cp37m-win32.whl
  • Upload date:
  • Size: 1.3 MB
  • Tags: CPython 3.7m, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.11.9

File hashes

Hashes for vbmicrolensing-5.3.3-cp37-cp37m-win32.whl
Algorithm Hash digest
SHA256 f0739fe7bd575ea87ea1663850ca55bf9970c6bbb24c4de7f8325a152d79b5d9
MD5 97e0257e81d0797fd61d88d571969e43
BLAKE2b-256 b57761ac6be7ab7095321866ee235721512105f14007b0dbe7c7474760e34a9e

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp37-cp37m-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp37-cp37m-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 a353ae712ee5067b5997c7fc84d457f5b80739305c4f3d70004f1e1b7716c991
MD5 06deb556092573c587daa28ae36185f5
BLAKE2b-256 6c13ac1baa140c7bc06175e3f3cd17b9ac4ce492388cc4b0bb610479b3021f7f

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp37-cp37m-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp37-cp37m-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 7c1287b5a3be1d32f28417f653aa157abc0f0accf0abb6d48650aea23f979c2c
MD5 d1729dd1f4b80aa4a38913752b831ee1
BLAKE2b-256 60d04dc3b9a205e10999779f41ac140e916fae9bd1c4511a09031844ef561d73

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 8ff88855c3eb34157c6e66d16ce2a6ae77c4cae3bac389bf4e7aaa921d3a1d42
MD5 05a5051f3e86627d6b5fdb615b3ca50d
BLAKE2b-256 377f30e3c1892bb2e7ce210902a8e1c4ae2a658e3ccba3878fe7879514b1f5d9

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 ec52f0b9d02caefb9741b655d0cb130ffde8c42892bf6f8144f30885f9bb0c8c
MD5 b56a6bf4c65e79038c667619e236fc08
BLAKE2b-256 2751bb865b9928e4d3da3df5dc09fab20c4b4adb6075e9b65804b6590d741bc3

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.3.3-cp37-cp37m-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.3.3-cp37-cp37m-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 cc0eec161f9be0944c1ca5f3923be8c139eadfb3f20811e0b23ea07811af3748
MD5 442bd1df3438e2ab3a5c63d3d6851cf2
BLAKE2b-256 c0c84f965b5d56370bd9a6a2b3e74eacf0110c1043b5536d973f1c2af8b4471c

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