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: Etienne Bachelet, Fran Bartolic, Sebastiano Calchi Novati, Giovanni Covone, Giuseppe D'Ago, Tyler Heintz, Ava Hoag, Markus Hundertmark, Elahe Khalouei, 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/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-5.1.1.tar.gz (2.2 MB view details)

Uploaded Source

Built Distributions

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

vbmicrolensing-5.1.1-cp313-cp313-win_amd64.whl (773.7 kB view details)

Uploaded CPython 3.13Windows x86-64

vbmicrolensing-5.1.1-cp313-cp313-win32.whl (729.8 kB view details)

Uploaded CPython 3.13Windows x86

vbmicrolensing-5.1.1-cp313-cp313-musllinux_1_2_x86_64.whl (1.8 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

vbmicrolensing-5.1.1-cp313-cp313-musllinux_1_2_i686.whl (1.9 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ i686

vbmicrolensing-5.1.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (825.5 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ x86-64

vbmicrolensing-5.1.1-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl (827.5 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ i686

vbmicrolensing-5.1.1-cp313-cp313-macosx_11_0_arm64.whl (762.5 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

vbmicrolensing-5.1.1-cp313-cp313-macosx_10_15_x86_64.whl (788.1 kB view details)

Uploaded CPython 3.13macOS 10.15+ x86-64

vbmicrolensing-5.1.1-cp312-cp312-win_amd64.whl (773.7 kB view details)

Uploaded CPython 3.12Windows x86-64

vbmicrolensing-5.1.1-cp312-cp312-win32.whl (729.7 kB view details)

Uploaded CPython 3.12Windows x86

vbmicrolensing-5.1.1-cp312-cp312-musllinux_1_2_x86_64.whl (1.8 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

vbmicrolensing-5.1.1-cp312-cp312-musllinux_1_2_i686.whl (1.9 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ i686

vbmicrolensing-5.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (824.8 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64

vbmicrolensing-5.1.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl (827.4 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ i686

vbmicrolensing-5.1.1-cp312-cp312-macosx_11_0_arm64.whl (762.3 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

vbmicrolensing-5.1.1-cp312-cp312-macosx_10_15_x86_64.whl (788.1 kB view details)

Uploaded CPython 3.12macOS 10.15+ x86-64

vbmicrolensing-5.1.1-cp311-cp311-win_amd64.whl (773.3 kB view details)

Uploaded CPython 3.11Windows x86-64

vbmicrolensing-5.1.1-cp311-cp311-win32.whl (729.5 kB view details)

Uploaded CPython 3.11Windows x86

vbmicrolensing-5.1.1-cp311-cp311-musllinux_1_2_x86_64.whl (1.8 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

vbmicrolensing-5.1.1-cp311-cp311-musllinux_1_2_i686.whl (1.9 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ i686

vbmicrolensing-5.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (826.5 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64

vbmicrolensing-5.1.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl (828.3 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ i686

vbmicrolensing-5.1.1-cp311-cp311-macosx_11_0_arm64.whl (762.5 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

vbmicrolensing-5.1.1-cp311-cp311-macosx_10_15_x86_64.whl (786.9 kB view details)

Uploaded CPython 3.11macOS 10.15+ x86-64

vbmicrolensing-5.1.1-cp310-cp310-win_amd64.whl (772.0 kB view details)

Uploaded CPython 3.10Windows x86-64

vbmicrolensing-5.1.1-cp310-cp310-win32.whl (728.5 kB view details)

Uploaded CPython 3.10Windows x86

vbmicrolensing-5.1.1-cp310-cp310-musllinux_1_2_x86_64.whl (1.8 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ x86-64

vbmicrolensing-5.1.1-cp310-cp310-musllinux_1_2_i686.whl (1.9 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ i686

vbmicrolensing-5.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (824.8 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64

vbmicrolensing-5.1.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl (827.1 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ i686

vbmicrolensing-5.1.1-cp310-cp310-macosx_11_0_arm64.whl (761.1 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

vbmicrolensing-5.1.1-cp310-cp310-macosx_10_15_x86_64.whl (785.7 kB view details)

Uploaded CPython 3.10macOS 10.15+ x86-64

vbmicrolensing-5.1.1-cp39-cp39-win_amd64.whl (764.4 kB view details)

Uploaded CPython 3.9Windows x86-64

vbmicrolensing-5.1.1-cp39-cp39-win32.whl (728.7 kB view details)

Uploaded CPython 3.9Windows x86

vbmicrolensing-5.1.1-cp39-cp39-musllinux_1_2_x86_64.whl (1.8 MB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ x86-64

vbmicrolensing-5.1.1-cp39-cp39-musllinux_1_2_i686.whl (1.9 MB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ i686

vbmicrolensing-5.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (825.0 kB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ x86-64

vbmicrolensing-5.1.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl (827.9 kB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ i686

vbmicrolensing-5.1.1-cp39-cp39-macosx_11_0_arm64.whl (761.2 kB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

vbmicrolensing-5.1.1-cp39-cp39-macosx_10_15_x86_64.whl (785.7 kB view details)

Uploaded CPython 3.9macOS 10.15+ x86-64

vbmicrolensing-5.1.1-cp38-cp38-win_amd64.whl (771.9 kB view details)

Uploaded CPython 3.8Windows x86-64

vbmicrolensing-5.1.1-cp38-cp38-win32.whl (728.5 kB view details)

Uploaded CPython 3.8Windows x86

vbmicrolensing-5.1.1-cp38-cp38-musllinux_1_2_x86_64.whl (1.8 MB view details)

Uploaded CPython 3.8musllinux: musl 1.2+ x86-64

vbmicrolensing-5.1.1-cp38-cp38-musllinux_1_2_i686.whl (1.9 MB view details)

Uploaded CPython 3.8musllinux: musl 1.2+ i686

vbmicrolensing-5.1.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (824.8 kB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ x86-64

vbmicrolensing-5.1.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl (827.4 kB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ i686

vbmicrolensing-5.1.1-cp38-cp38-macosx_11_0_arm64.whl (760.9 kB view details)

Uploaded CPython 3.8macOS 11.0+ ARM64

vbmicrolensing-5.1.1-cp38-cp38-macosx_10_15_x86_64.whl (785.5 kB view details)

Uploaded CPython 3.8macOS 10.15+ x86-64

vbmicrolensing-5.1.1-cp37-cp37m-win_amd64.whl (770.6 kB view details)

Uploaded CPython 3.7mWindows x86-64

vbmicrolensing-5.1.1-cp37-cp37m-win32.whl (729.9 kB view details)

Uploaded CPython 3.7mWindows x86

vbmicrolensing-5.1.1-cp37-cp37m-musllinux_1_2_x86_64.whl (1.8 MB view details)

Uploaded CPython 3.7mmusllinux: musl 1.2+ x86-64

vbmicrolensing-5.1.1-cp37-cp37m-musllinux_1_2_i686.whl (1.9 MB view details)

Uploaded CPython 3.7mmusllinux: musl 1.2+ i686

vbmicrolensing-5.1.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (827.6 kB view details)

Uploaded CPython 3.7mmanylinux: glibc 2.17+ x86-64

vbmicrolensing-5.1.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl (831.7 kB view details)

Uploaded CPython 3.7mmanylinux: glibc 2.17+ i686

vbmicrolensing-5.1.1-cp37-cp37m-macosx_10_15_x86_64.whl (782.8 kB view details)

Uploaded CPython 3.7mmacOS 10.15+ x86-64

File details

Details for the file vbmicrolensing-5.1.1.tar.gz.

File metadata

  • Download URL: vbmicrolensing-5.1.1.tar.gz
  • Upload date:
  • Size: 2.2 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.11.9

File hashes

Hashes for vbmicrolensing-5.1.1.tar.gz
Algorithm Hash digest
SHA256 b3836f6c986f1ec41a9b53e5a355d2d4ee8d4675ce73b599c3f938552968f682
MD5 dc11134b964994d421f495efabde0383
BLAKE2b-256 7844b57ac548f99e516355dc7e239756a3687511b68d8a0b82811968ba11362e

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 3a430bef3e3a77672158a79a3bf032e3c661302ed78fa0e5026fd24effcfcb6f
MD5 deae03fc3822a10b92ed2972a967c87c
BLAKE2b-256 69d42201865709391fdeee06913931f342757b13d06655f82153d7b1f06ff528

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp313-cp313-win32.whl.

File metadata

  • Download URL: vbmicrolensing-5.1.1-cp313-cp313-win32.whl
  • Upload date:
  • Size: 729.8 kB
  • Tags: CPython 3.13, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.11.9

File hashes

Hashes for vbmicrolensing-5.1.1-cp313-cp313-win32.whl
Algorithm Hash digest
SHA256 84aae02b8e8b77db853dc5f2abc2474f61e45ef0ac630d33b227663ead31b97d
MD5 aef082b1890dc920db385f82598e9453
BLAKE2b-256 171c11424c266db4e9f74315216e05ae0de9044d7f7a25c015092acfd77cb98f

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 b725b9a0a5aff8157f862302ca196d0154c388c395c3ff119a3dd225bcc5991d
MD5 b52bcdcdc93d81d5b6a4cb6ecb3a789d
BLAKE2b-256 88b0e5952a264866fc872d4ba44e874f2cd612e9e6e3b48a6a606df0ad80b813

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp313-cp313-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp313-cp313-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 1f32b69f5add9c2f37185e9d311d5f08df4d7606b1cf8d1b194690a084b8814e
MD5 968c1c27dc1bee02182bdc9f4e8aa71b
BLAKE2b-256 21e08861d5729515d3176a1a8654d3392eb8b9de369a3f5f5c3957fba64ea73a

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 a3a7f4fca8f458b4da818d6ea81f08d9ea9cd1a4b63dbf8c38203cb931705c53
MD5 015198d117f249fdf315bc1d940de013
BLAKE2b-256 a18d407763874842a26824736a7226cad3c99e19e20ce5c4f90bb48cb9daebf2

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 d7c51afa5e8cacb0746e0c76f75e9005b635f36feb15202b7fb393eb57c6ad52
MD5 900da4cbd7830249140d8ed27d0ca600
BLAKE2b-256 978534060ec438f5fe0def850ab40c2c4f5d68cd7400f17ce7026aed0fb44458

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 0788c4dbcfa10b582404ea812ce76a37e4cb5f4cdc6f0f430ee431f275d4f855
MD5 3ded32d0e121fd7cb0d723b13c314b98
BLAKE2b-256 29f451486187f81515f0ed9cfbbc53e2a093105414bf02cf710a88944818f036

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp313-cp313-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp313-cp313-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 6886a256c62d090abae6163d0ba215cd8e211ec612ba31f9abfd0df8fe2fd7c2
MD5 1a252c1f36c9d74d229a9f85d3f62d60
BLAKE2b-256 49dd1c83370027045d93cb6242ea4d8ff6c5bb57f902b3754204434f6929aee1

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 60d5c2f157d86812e238e44b7ee7ec7affe39506ba000c4d06d350cf26df2bc4
MD5 38ff3fc4ee217206357a429f3ed81e85
BLAKE2b-256 1a1577a660bda14a0c9e27306ff79d3648f6635e0991f5a95deb38344e00fe0c

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp312-cp312-win32.whl.

File metadata

  • Download URL: vbmicrolensing-5.1.1-cp312-cp312-win32.whl
  • Upload date:
  • Size: 729.7 kB
  • Tags: CPython 3.12, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.11.9

File hashes

Hashes for vbmicrolensing-5.1.1-cp312-cp312-win32.whl
Algorithm Hash digest
SHA256 0080c0ed9900bf4be43fd26b0e18a2d2beeffd7195e6309c27d596abc641b6b4
MD5 efc3b9e83a66cb23c8ea0c867413640a
BLAKE2b-256 38f6e1c4131bd6496f985296892ba108ace07561cf99ee0300dbc3a369784827

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 a11bebe2e8e2f2cb5087e78294517b4fc8ea75f5e8803e79ceff05f57bd7eaf5
MD5 e136cd0de06d84540b91992ccd951a68
BLAKE2b-256 6a7350733dc4b299dc91793aebcc46a5cd6893ac8f84f927b80566dc2590532f

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp312-cp312-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp312-cp312-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 309b94870d023b8a13d1c7fb4767c67d9b1376beb52359b74f1033ac7eca076e
MD5 12bd081d53d69394d7ff3e005abd490c
BLAKE2b-256 fbf0a3e647fab76f3edcb67fe98e7ea2098e7dc658ede103717bdf04206f7b26

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 7fbbf5e224ac8ff4cc075bf94cc348f1bf3b40e6c641d15143045f7263ae411c
MD5 fb299e58910f77e58a8b6c6da35ac5d4
BLAKE2b-256 2620c2fd454b1ad8bb5445f98a4ec309d08bd8df6759fb0327dc477495694aa7

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 ad4f6eb86a481bee2db8b3055e453e3f900d6b38474d1d8adfbe3a90aac36bf7
MD5 15738847fd54b9d4ed70b74d9da5e607
BLAKE2b-256 7bfa766a04fcf8964f6551cf8adcd61a731f55e5da6144388feb3ec40a7a6c98

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 c8b4ee1226886ba33c81874c0157a737d20628c805da907da71612411ee19176
MD5 7750d24ccf728140bd0160cedc7d51fb
BLAKE2b-256 3a230ac61192b5b56f03518e3cef7ec0e02b000e68db31f58a157751ef1bd6a8

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp312-cp312-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp312-cp312-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 a27603d5f8a3416fec0a027343161e4567f1ac87df86fcd1a6792c4bd2d57fcb
MD5 1aa57e1d3a1109a9c9127d778e39b999
BLAKE2b-256 b11ab704d7a64fc71d4ff3bcbcd37439b0df50400fb3aab271d4d28ea787ea7f

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 87fb9bd43375ca46a7b096903464f8d4f5a58b60920445a2edb72cce9e0b7be1
MD5 a4f21b1cca32e4644a51a5f2fa4ae0b9
BLAKE2b-256 de4b7a53a15d829af7af787741b52ba2d90071cb6cb532afd0be5905ef4b41b2

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp311-cp311-win32.whl.

File metadata

  • Download URL: vbmicrolensing-5.1.1-cp311-cp311-win32.whl
  • Upload date:
  • Size: 729.5 kB
  • Tags: CPython 3.11, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.11.9

File hashes

Hashes for vbmicrolensing-5.1.1-cp311-cp311-win32.whl
Algorithm Hash digest
SHA256 81326831355f739fb8cb0862eb76c741854980393222b38c8d2bcd9ce7a31f57
MD5 f9190dc98b7cbf6f43f5c7e9d17f9ba1
BLAKE2b-256 6ee643c4e3977c4892db4f96dec88abd83b2d57f28c7a8cc5e09e7af64d12354

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 e971cc5e0f80a1f13775d7cd5fcf6e0ed6394c2b3c32985f060aa56de4aa89d1
MD5 18d12bf6cdc7e387657008c3727760ec
BLAKE2b-256 4516171b2c78f06ac6a17dbebf2c6bb43e1b45a8ea5299653dac6cf5de32ea04

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp311-cp311-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp311-cp311-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 fd5d5e18452b8dbf9e53bb8138e8a63192577a8726f09d54755ca788a75b3cfc
MD5 6af17300e6d19b81dca94ddbced2d2f6
BLAKE2b-256 3e86c864374bc562cc0f101b5d0a541a809b30f85a7f07e2a874074e3dccf9d1

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 49bfff7c911423017263a77aa7e339a7c2041235abb2fff4bc6dd6a8917afbac
MD5 bbb63966eef51dc34fbe0866b4e4c8d1
BLAKE2b-256 69d3b1d73ad08d334158f6dc0e4b407d56a79d0061a0c416b707ccafd71bfa18

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 5f358a28bd76c8af81276c71a1fcbf23a0d80285ffbfc18906cbc9544f64c7b7
MD5 34d022993b318b525c09ae6dcc0b8475
BLAKE2b-256 b0d20a242d99eff03b16c38c2f6f2c8074b5d085df7efc45964c538ae7916f1f

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 56692df6144e8e07191b1bcc7b4504c21ae55ae7ee90bee22200bc2e988d74c5
MD5 dd1bb2d80cb73e84e9e2d939dc3a8228
BLAKE2b-256 a2bbb727ee3839aee2824c44ac802aecdadcb5b4cb333b0a63786bc077481b2e

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp311-cp311-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp311-cp311-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 58fddd2b1e05184226ae38ea25c5fadbbfa58150250de47931b629137c0c6f03
MD5 314c761ec35621e6f4cdbf5364c12806
BLAKE2b-256 a38bdfbc1cb096fdfbb6376d77e4b187e26b316d0fcd6b42d7862b67f0c56bc7

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 8a9588daece42bee3d937ba7e2eb3105859c64ba1783a52ee9f007b6a580cebd
MD5 967840e249b1c831f5259aaa8b584925
BLAKE2b-256 43b89f19725e64cdac86e1c060af0a13d21937240729572ade6e984dcbcb4ce9

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp310-cp310-win32.whl.

File metadata

  • Download URL: vbmicrolensing-5.1.1-cp310-cp310-win32.whl
  • Upload date:
  • Size: 728.5 kB
  • Tags: CPython 3.10, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.11.9

File hashes

Hashes for vbmicrolensing-5.1.1-cp310-cp310-win32.whl
Algorithm Hash digest
SHA256 b6f4e897e14e8033271d95a9beac5ca3b2d8b390e33ca3eb79e06c7f6803d0b7
MD5 bdd195c840f7e06b679ff0cf4651c566
BLAKE2b-256 2a30d3464bb8781639e24920b5e6222723a5688a6242f33b73c3b0ec2c571c1f

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 9b433bbdc57bb9788c271ff651492f93cbb60c37701a64dea42a543236ea17f0
MD5 60bf6cdf65d4ecb6d12a8ca307ed0455
BLAKE2b-256 0a99d82e137d6b244f41ae8288b71ce315e4b54a5d0bb9a7ac6ea4676d3be519

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp310-cp310-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp310-cp310-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 84bb0da1e952833590dc71ea757fbac914db11fc23737e4291b1b070924ca930
MD5 64cf0473196b0ddaa70be8e1aaec8126
BLAKE2b-256 557e4b24aae8505c5191c48717ce0304d942b7ad91b8a08488d938856579d8f9

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 f7bb5be5bd5203a6dc1afcfa0a095fe76ccb78026fc5cabe7bf0497b89c856f5
MD5 c11727625c41fabcaf3479fe76c8b509
BLAKE2b-256 386b37b4b3521eb96a12f0e23f4995886cf0b3efd43c6e0da7dab6435ad5e42f

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 5b02c3a38c46769b519a857d5eab4ce8bb29a4b9d6575e18cee7241086bf8d89
MD5 b579ec88a61072758f8c1a0abcf91079
BLAKE2b-256 b82c3dbdbbefdd107fc560a3a4cbb66da2bb3c0459a0041ab9bbc786ea83d017

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 f27c7be32b0a59ed1927dcfc498db4c8f1a48e7e48d92d008a330dc747d90d96
MD5 ac21518c29b92783445328fc9fdb5b28
BLAKE2b-256 3fbd1d4b092de16ffa605aa5c25d2ee45a4140851be7d87b542aa5477215b938

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp310-cp310-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp310-cp310-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 14e35cf855a4f087d95750383512f24c361190e3352ccaf434e28c40da84804a
MD5 eb44d94a99c6446bbe4268483925367c
BLAKE2b-256 1e292dd7105245d84c68ec8cd90ecf7f6648ff3aeaebd379af0f2eaae686fb33

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp39-cp39-win_amd64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 6f4be11ad8b3554956df3869260e2c696c5e044d98b2b8006e874bc0dc2f37ac
MD5 162f2a760655e7f56b63b4a1f17a34ec
BLAKE2b-256 f0dab9570418512ccdac5055caf8e0552b457fdd804410fe50ace5d6ffd0e2d1

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp39-cp39-win32.whl.

File metadata

  • Download URL: vbmicrolensing-5.1.1-cp39-cp39-win32.whl
  • Upload date:
  • Size: 728.7 kB
  • 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-5.1.1-cp39-cp39-win32.whl
Algorithm Hash digest
SHA256 55d50b791fa8d1e28ea005008668799c359a6ee4845e4049cec357b32802873d
MD5 c1f2aeca9a9f31de4152d1c84ba8508a
BLAKE2b-256 773e7ed8e80444552b3c96a386e79931921a4737713e29d2e0bdd3bda3b72963

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp39-cp39-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 b02026f22ca316e6a590ae10084d902d19dbd5fea429963f6f1a5707ae21cd8f
MD5 c1c3a635d72b82b76ab67e2e2c4bedd9
BLAKE2b-256 46638ba6d1727cbe8d905f5671ca73a213fef1e07d0cdb1279089639324ba719

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp39-cp39-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp39-cp39-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 8142062a588ceadb525695b2d9f0d33be808f13be539390d8a2439776ab5d82e
MD5 bef788b4472fef1227ebdbc5951af384
BLAKE2b-256 9af412513e5524bc37cd00f4423a1fd1b4bacb746e906e796f28f5aa45d8bc08

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 d95e9c045c45e1e0f993b7689ceff4ac73642efd6a0fc0492e026e0c707bd3ad
MD5 af1c4988457bd1aac79bbd22702eccaf
BLAKE2b-256 e08f97004c628bc474a0e3e192180a28f55c2cf5235f98bee3334e6920228912

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 0687b1f9a59c9cba706bbb405383a866265b6418fb2979bf6f43b9750c28ec7a
MD5 e5290a7125501c767fd345a5196e0f8b
BLAKE2b-256 b9c0fb5785e5616c02de478a6e3d69265cf042c4c6e8316cca1381a2fcd2c8cd

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 383df7ee7f18ae89e138ee50aadd5701507324adabebdc6bf299bb533293fb1f
MD5 90df9edd4cb44c6a28ab978fde6807e3
BLAKE2b-256 2f139dc55d82f798c7e39c8ba88ed079cb8842048d6fdbda5339a4e6bfe4ae37

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp39-cp39-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp39-cp39-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 a0cfeb618be12d6bef2e96dd0fd9bd7dfae5ee6b5a0024bb9ee588212d2a5d12
MD5 60fb6440fc1ec73e9ca6d7a6e43a3eb1
BLAKE2b-256 56999be2c0b43524fbf7d82e0d8701d722723a1a1f3a305e880336bbc6e78f98

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp38-cp38-win_amd64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 b4a27d40d03e22953cf8a3fc3bbd2cc301c5908a2dd456215918d8101cbbfb46
MD5 35b9e3f5d5a5f442f2463c00a1fca00a
BLAKE2b-256 19d2efe6acfa3e6aebb4c07ab6268d8d6efe7ef0a5ea49557c347b5254b65572

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp38-cp38-win32.whl.

File metadata

  • Download URL: vbmicrolensing-5.1.1-cp38-cp38-win32.whl
  • Upload date:
  • Size: 728.5 kB
  • 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-5.1.1-cp38-cp38-win32.whl
Algorithm Hash digest
SHA256 f020d08e877e4c806ad8154336403e53597d5f43e5144e609d68b571039c1d13
MD5 3bd2e4a3cae8260f3f1e33042c964a30
BLAKE2b-256 0caaeb518324ec0c303eeff1d658c7532dfc7110bad876f45e8fd6236c31ec14

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp38-cp38-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp38-cp38-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 93e884a9584efacf8c2411bda7b5ebcec27df6942f761c9bc3bc01daca203827
MD5 e492d81f876b9e8adbc273c78184fafa
BLAKE2b-256 98f2ad83aee4048c2f574b7782395d5ae2f1272fedabdf4fb907566699801aeb

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp38-cp38-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp38-cp38-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 ca136a301bce89acd942ef88e28f5be74c6baac40b2c297540876c2c2af15960
MD5 7626d7978c2dbd8482903cea4b30a56a
BLAKE2b-256 2d1d7ea8f2cc7a82852446084b07cf4cf856a849835e362c7d5850678dce332d

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 23bfb7238c3f9743ad623b1d9b7066b43ce2854556f2f4f71275bbe7f9c48ddd
MD5 5d5a3fe90b2f7f1fdfcf06069d871538
BLAKE2b-256 d86d2356f89ea08224cccd01b7712b5b39d56f2b998d611900a2034346481d11

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 5220bd0b729d3225791605c167bc810afc7a321ec0fba1cbf53b1c8b3687cb11
MD5 796414b2d34e1994bb5f3ed784efb8a7
BLAKE2b-256 d9ac5631a067cc805d5f9fc070c4de08cf72fb5bd8895c30c31b6e520bd94449

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp38-cp38-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp38-cp38-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 84b8bdf2342d9b196850a0b69a959b476fd7455e9bce627337574e8359cd0d07
MD5 c349e14b6f34d4597c3a9be1649fd20f
BLAKE2b-256 f23f7f9d733421599b2544297aad8996c1a3a8f2bff5d12cbca10ed3c3439b9f

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp38-cp38-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp38-cp38-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 cacc0db762c4aa0382ee0f307b44c7f0d22ae22cee1fabd4d2aec0c21d655a39
MD5 c17ca3fcd58eb9003629a92d53b96154
BLAKE2b-256 d7a887eb3249d6fd52b8f729b1d61b73d176239c885f76ea6d0065006815e6b3

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp37-cp37m-win_amd64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 d4e0b08678299d231c52180fb1f57a9ec6477d072cfabdb17346f9ca94a9a9c9
MD5 f02fcdfc6711196e8d53ce2f7f44fceb
BLAKE2b-256 75f26f8e3131694187f7e3c93b501ec6e47cb3f11c11cedffcd8b7599ea36e59

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp37-cp37m-win32.whl.

File metadata

  • Download URL: vbmicrolensing-5.1.1-cp37-cp37m-win32.whl
  • Upload date:
  • Size: 729.9 kB
  • 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-5.1.1-cp37-cp37m-win32.whl
Algorithm Hash digest
SHA256 26979463725426664175630a7ee8fe75676a89efb497751506e555200b4b035d
MD5 a520d2a4ed1fe4b146523a187964abbb
BLAKE2b-256 5474378ee7783f2385a0e0d60d7b09dcbd213124a16db1c6556589496bd6eadb

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp37-cp37m-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp37-cp37m-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 1eea21e6cb793c71c404bea140bd5e8ffd69d8bba67bde539079a439693ea609
MD5 9705a1dfbe8fce81d9f192d5bea0973e
BLAKE2b-256 108eaaf024e9885425ee0903dfcacad0f81d0309f0111c12bfd075f499113ceb

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp37-cp37m-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp37-cp37m-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 373be18017b95d621ec4b2cb703fadd95d87ecc3121f7c33f4b79f33f2110b54
MD5 b3fc87c36fd04e389f6f06b89d98d430
BLAKE2b-256 341f27391513389a603ead5698b3c0545c30941e236ea99e85ea523838bfe524

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 e5b5b13125eb694d709b007b9147a9e2fea30914847425e85c159af0d3cff50f
MD5 5ee33f2788c0a9591fb3a232ea4fd7e6
BLAKE2b-256 fccb8b2294f65ee3709501bc19c5698789e8ce76d26cb79b826321a01535cb33

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 fc2f546f3ef70407f902ad351ba62b07aa53e1731229da342e74685728ced675
MD5 a508e7709b33b185fa934fb8cc9e6b6a
BLAKE2b-256 97e69545b0f601cb26be547825800b5869db0a819320fd42770b9611f5876d24

See more details on using hashes here.

File details

Details for the file vbmicrolensing-5.1.1-cp37-cp37m-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for vbmicrolensing-5.1.1-cp37-cp37m-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 48c84a3d81d28cc89057f589d9d3713841222fd6f08454fd1f3f3df83ba68303
MD5 4f69f8bd24b9ae2fc71d26949811cec8
BLAKE2b-256 3b476c2f9c6830941b6bf0d038af20d40c096a6ef99b6f1b1a25c8abbf2fe456

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