Skip to main content

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, Jason Eastman, Alvaro Gutierrez, Tyler Heintz, Ava Hoag, Markus Hundertmark, Elahe Khalouei, Jessica Lu, Amber Malpas, Lawrence Peirson, 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.

Pre-built packages are available on conda-forge under the name vbmicrolensing:

conda install -c conda-forge vbmicrolensing

If you use mamba or micromamba:

mamba install -c conda-forge 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 >= 3.8. 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.

Metadata

Release files for VBMicrolensing 5.6

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for VBMicrolensing 5.6
File Size Uploaded
vbmicrolensing-5.6.tar.gz 3.0 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for VBMicrolensing 5.6
File
vbmicrolensing-5.6-cp314-cp314t-win_amd64.whl CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
vbmicrolensing-5.6-cp314-cp314t-win32.whl CPython 3.14 CPython 3.14 free-threading Windows x86-32 Details
vbmicrolensing-5.6-cp314-cp314t-musllinux_1_2_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
vbmicrolensing-5.6-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
vbmicrolensing-5.6-cp314-cp314t-macosx_11_0_x86_64.whl CPython 3.14 CPython 3.14 free-threading macOS 11.0+ x86-64 Details
vbmicrolensing-5.6-cp314-cp314t-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 Details
vbmicrolensing-5.6-cp314-cp314-win_amd64.whl CPython 3.14 CPython 3.14 Windows x86-64 Details
vbmicrolensing-5.6-cp314-cp314-win32.whl CPython 3.14 CPython 3.14 Windows x86-32 Details
vbmicrolensing-5.6-cp314-cp314-musllinux_1_2_x86_64.whl CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-64 Details
vbmicrolensing-5.6-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
vbmicrolensing-5.6-cp314-cp314-macosx_11_0_x86_64.whl CPython 3.14 CPython 3.14 macOS 11.0+ x86-64 Details
vbmicrolensing-5.6-cp314-cp314-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
vbmicrolensing-5.6-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
vbmicrolensing-5.6-cp313-cp313-win32.whl CPython 3.13 CPython 3.13 Windows x86-32 Details
vbmicrolensing-5.6-cp313-cp313-musllinux_1_2_x86_64.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
vbmicrolensing-5.6-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
vbmicrolensing-5.6-cp313-cp313-macosx_11_0_x86_64.whl CPython 3.13 CPython 3.13 macOS 11.0+ x86-64 Details
vbmicrolensing-5.6-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
vbmicrolensing-5.6-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
vbmicrolensing-5.6-cp312-cp312-win32.whl CPython 3.12 CPython 3.12 Windows x86-32 Details
vbmicrolensing-5.6-cp312-cp312-musllinux_1_2_x86_64.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
vbmicrolensing-5.6-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
vbmicrolensing-5.6-cp312-cp312-macosx_11_0_x86_64.whl CPython 3.12 CPython 3.12 macOS 11.0+ x86-64 Details
vbmicrolensing-5.6-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
vbmicrolensing-5.6-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
vbmicrolensing-5.6-cp311-cp311-win32.whl CPython 3.11 CPython 3.11 Windows x86-32 Details
vbmicrolensing-5.6-cp311-cp311-musllinux_1_2_x86_64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
vbmicrolensing-5.6-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
vbmicrolensing-5.6-cp311-cp311-macosx_11_0_x86_64.whl CPython 3.11 CPython 3.11 macOS 11.0+ x86-64 Details
vbmicrolensing-5.6-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
vbmicrolensing-5.6-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
vbmicrolensing-5.6-cp310-cp310-win32.whl CPython 3.10 CPython 3.10 Windows x86-32 Details
vbmicrolensing-5.6-cp310-cp310-musllinux_1_2_x86_64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
vbmicrolensing-5.6-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
vbmicrolensing-5.6-cp310-cp310-macosx_11_0_x86_64.whl CPython 3.10 CPython 3.10 macOS 11.0+ x86-64 Details
vbmicrolensing-5.6-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
vbmicrolensing-5.6-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details
vbmicrolensing-5.6-cp39-cp39-win32.whl CPython 3.9 CPython 3.9 Windows x86-32 Details
vbmicrolensing-5.6-cp39-cp39-musllinux_1_2_x86_64.whl CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-64 Details
vbmicrolensing-5.6-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
vbmicrolensing-5.6-cp39-cp39-macosx_11_0_x86_64.whl CPython 3.9 CPython 3.9 macOS 11.0+ x86-64 Details
vbmicrolensing-5.6-cp39-cp39-macosx_11_0_arm64.whl CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
vbmicrolensing-5.6-cp38-cp38-win_amd64.whl CPython 3.8 CPython 3.8 Windows x86-64 Details
vbmicrolensing-5.6-cp38-cp38-win32.whl CPython 3.8 CPython 3.8 Windows x86-32 Details
vbmicrolensing-5.6-cp38-cp38-musllinux_1_2_x86_64.whl CPython 3.8 CPython 3.8 Linux musl 1.2+ x86-64 Details
vbmicrolensing-5.6-cp38-cp38-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.8 CPython 3.8 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
vbmicrolensing-5.6-cp38-cp38-macosx_11_0_x86_64.whl CPython 3.8 CPython 3.8 macOS 11.0+ x86-64 Details
vbmicrolensing-5.6-cp38-cp38-macosx_11_0_arm64.whl CPython 3.8 CPython 3.8 macOS 11.0+ ARM64 Details

Total release size: 81.2 MB

Release files / vbmicrolensing-5.6.tar.gz

Download URL vbmicrolensing-5.6.tar.gz
Size 3.0 MB
Tags Source
SHA-256 checksum
How to use checksums
5637a9a18fbd2ae9bff19898022f414607712fdbdbaf22e35f673ffa7de72d71
BLAKE2b-256 checksum
How to use checksums
a906911481d53f2a2b3e26ddee7c06b9458ceddbf1eba353b5c9495189f595d9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp314-cp314t-win_amd64.whl

Download URL vbmicrolensing-5.6-cp314-cp314t-win_amd64.whl
Size 1.5 MB
Tags CPython 3.14 CPython 3.14 free-threading Windows x86-64
SHA-256 checksum
How to use checksums
5856d45b5221be11bbe5e920393483e41cbdb9b41bdd2cd7d2160bfcc37b7c68
BLAKE2b-256 checksum
How to use checksums
bdc56fb18fd6cd55a8b03ed01b78e22808a9acd59c274a8f538ae0e508de89a7
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp314-cp314t-win32.whl

Download URL vbmicrolensing-5.6-cp314-cp314t-win32.whl
Size 1.4 MB
Tags CPython 3.14 CPython 3.14 free-threading Windows x86-32
SHA-256 checksum
How to use checksums
bf1ced5cd6d1da4d5d19b00ea1095198dae32ada93730ccb35b0c8b0ec96ab0a
BLAKE2b-256 checksum
How to use checksums
46863505790796fc64978014e9caf4b5eef3a7f3c1163f331222b519fe837da2
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp314-cp314t-musllinux_1_2_x86_64.whl

Download URL vbmicrolensing-5.6-cp314-cp314t-musllinux_1_2_x86_64.whl
Size 2.5 MB
Tags CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
c0b06a72d0f83b8656e1380bcc3d04e17b13679f1b81e65090c9fb018afbb64d
BLAKE2b-256 checksum
How to use checksums
3197a5cfc72f401ba2e6262e41d133d333a86cb046becbf261cf66e193b0ee71
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL vbmicrolensing-5.6-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size 1.6 MB
Tags CPython 3.14 CPython 3.14 free-threading Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
53a5c932214cd81d5d188d6cc3d67de293d5a13fd2f2cf14ca7176b45a96e3d0
BLAKE2b-256 checksum
How to use checksums
01f305df33d3a6616864747c15f9174bebce6648cbb3b15a5432904427f38e2e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp314-cp314t-macosx_11_0_x86_64.whl

Download URL vbmicrolensing-5.6-cp314-cp314t-macosx_11_0_x86_64.whl
Size 1.5 MB
Tags CPython 3.14 CPython 3.14 free-threading macOS 11.0+ x86-64
SHA-256 checksum
How to use checksums
6268998a991206237c472a2f8f38017fc11c9d25bc6c76b31eae48da748dae3e
BLAKE2b-256 checksum
How to use checksums
963b8dc47369a8b9726ef41a7c6ad6b4ab1dce26be5367481dcb0dbda53f77af
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp314-cp314t-macosx_11_0_arm64.whl

Download URL vbmicrolensing-5.6-cp314-cp314t-macosx_11_0_arm64.whl
Size 1.4 MB
Tags CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
157327feb787f6e50a726543d378dd0ca9c140337a4e305da212cb5bb958f324
BLAKE2b-256 checksum
How to use checksums
3129a31bfebafe8825c63cb10ddc71546ce547d26705fe93d2294204b750b0bb
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp314-cp314-win_amd64.whl

Download URL vbmicrolensing-5.6-cp314-cp314-win_amd64.whl
Size 1.5 MB
Tags CPython 3.14 Windows x86-64
SHA-256 checksum
How to use checksums
87fe2005866a01bb1f059273f5017fced8284776dadccc5d5051bf78b64f1a67
BLAKE2b-256 checksum
How to use checksums
7cd02d34fc3e20beacec67d427e8ac4d42bda533cf748f60e4e37030b4980b85
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp314-cp314-win32.whl

Download URL vbmicrolensing-5.6-cp314-cp314-win32.whl
Size 1.4 MB
Tags CPython 3.14 Windows x86-32
SHA-256 checksum
How to use checksums
2942ae93d150ebb55bb3e829c6120124dcd588bc463e3ac398d3880596a1f7db
BLAKE2b-256 checksum
How to use checksums
7ff13a57dc5946749639ebe4ca6824ac97e8e558a70db5d2a30fe3202f8de6b9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp314-cp314-musllinux_1_2_x86_64.whl

Download URL vbmicrolensing-5.6-cp314-cp314-musllinux_1_2_x86_64.whl
Size 2.5 MB
Tags CPython 3.14 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
ce1e35650ce3a36db2d3a75bfe6abf123ace90476221deb998dbc54879ba3232
BLAKE2b-256 checksum
How to use checksums
3d06a288a67ddaa5257cdb45244be5c5eb28e466c16e0793161ab9099ffb01ec
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL vbmicrolensing-5.6-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size 1.6 MB
Tags CPython 3.14 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
93f479b1825b107e4d6404f3b46941dc4a15e24c1897d505523ed2e4006fa4ab
BLAKE2b-256 checksum
How to use checksums
e3668723eecca8c44598f648327a4086cff189fa85dba81d5b1b820bf13eb515
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp314-cp314-macosx_11_0_x86_64.whl

Download URL vbmicrolensing-5.6-cp314-cp314-macosx_11_0_x86_64.whl
Size 1.5 MB
Tags CPython 3.14 macOS 11.0+ x86-64
SHA-256 checksum
How to use checksums
48bebfae620650028a4caee5a20dcd9ca3c2bce69b4674725a433dc415a78213
BLAKE2b-256 checksum
How to use checksums
29b22c1490c04f25926310d237ab828055291f6a9fa224506b87c21ec3b0996a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp314-cp314-macosx_11_0_arm64.whl

Download URL vbmicrolensing-5.6-cp314-cp314-macosx_11_0_arm64.whl
Size 1.4 MB
Tags CPython 3.14 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
a8ab430abe64912594ba7e7ec1357fe6c32cfb22c681a056896ea3bfe5f25fec
BLAKE2b-256 checksum
How to use checksums
b1cfcd4126f0eda47560d325e252333c05ab68d8dca4e65fb1c19309455bfde7
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp313-cp313-win_amd64.whl

Download URL vbmicrolensing-5.6-cp313-cp313-win_amd64.whl
Size 1.4 MB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
3580d8bca1725f5e65ea8b1d6c600a5f684eb36cc017776efc559468d40f04e6
BLAKE2b-256 checksum
How to use checksums
aeb9984e390c1a6157bdf9529957a3c205c181e0b4c2f906583c9cfa41712aa8
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp313-cp313-win32.whl

Download URL vbmicrolensing-5.6-cp313-cp313-win32.whl
Size 1.4 MB
Tags CPython 3.13 Windows x86-32
SHA-256 checksum
How to use checksums
ef55a01da5df8349b37991f63712569e19bc29f308086aff80d9b351b77f3c0c
BLAKE2b-256 checksum
How to use checksums
a33823e09056066fab9be0cc582a746c26bfff36076bfe5dadae33a8229b2b64
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp313-cp313-musllinux_1_2_x86_64.whl

Download URL vbmicrolensing-5.6-cp313-cp313-musllinux_1_2_x86_64.whl
Size 2.5 MB
Tags CPython 3.13 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
d70e04d2671f89c63c3657b04139dd95636684ae56726c579ccf9a280a99d7bc
BLAKE2b-256 checksum
How to use checksums
7e567dceb0eb937d39808414bf227515183f43b8fa9a62c78af18b60af1be561
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL vbmicrolensing-5.6-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size 1.6 MB
Tags CPython 3.13 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
3bc612cae3863a628b9b7e256044ced830e31af31dbc0d5b95d8ecef90ccf0f3
BLAKE2b-256 checksum
How to use checksums
57744156cb4c715af0d3b337161cc1e05d48f64fc013083132a59c61ce831636
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp313-cp313-macosx_11_0_x86_64.whl

Download URL vbmicrolensing-5.6-cp313-cp313-macosx_11_0_x86_64.whl
Size 1.5 MB
Tags CPython 3.13 macOS 11.0+ x86-64
SHA-256 checksum
How to use checksums
dd04077cbfc3158efe7a0efa586a17027c0cb3dc72f488bff0538d62247f425d
BLAKE2b-256 checksum
How to use checksums
931004e2c464c0375330ea811c6f7126a7fd80a85c1588b76a5d4ba0013e2a75
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp313-cp313-macosx_11_0_arm64.whl

Download URL vbmicrolensing-5.6-cp313-cp313-macosx_11_0_arm64.whl
Size 1.4 MB
Tags CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
d68914f39a7410c484cb84dffa9a4e3a2872da9a037648846573bf610bb1beae
BLAKE2b-256 checksum
How to use checksums
a24e6959ddb5e973e2e63e7206d27dee869041be3ad8ea2cdf4af82079f8a9bc
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp312-cp312-win_amd64.whl

Download URL vbmicrolensing-5.6-cp312-cp312-win_amd64.whl
Size 1.4 MB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
3a06f002559493d8888969d9ff0225ba23efb54226bd7b452f2b9a49a40626f6
BLAKE2b-256 checksum
How to use checksums
7f65734a5d5ffc45434be23dba0fe9e1859bb89e9e38e7afe63fb9e3f152fbd9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp312-cp312-win32.whl

Download URL vbmicrolensing-5.6-cp312-cp312-win32.whl
Size 1.4 MB
Tags CPython 3.12 Windows x86-32
SHA-256 checksum
How to use checksums
db79dd83f1c4dc5325f28e8f1f840003bbf7e124713c46f1ba9b8c0bf79fe8d7
BLAKE2b-256 checksum
How to use checksums
b530a17ed41c4bbcec1e552c2bbf85796f4e5efc4403b46f9f69d40961831aa8
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp312-cp312-musllinux_1_2_x86_64.whl

Download URL vbmicrolensing-5.6-cp312-cp312-musllinux_1_2_x86_64.whl
Size 2.5 MB
Tags CPython 3.12 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
8fc2bc153673a9cda597a257ccdf511309dc98a0147262890a9a9bb15a3726cf
BLAKE2b-256 checksum
How to use checksums
f35a1bd339d0b893f8c957978bbe166f243a28954f7e8068bbcb611f15c9d493
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL vbmicrolensing-5.6-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size 1.6 MB
Tags CPython 3.12 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
6ae340fc14b3442b79d2440e557cd0776e6483eb949d303d4b4c55c899b6a959
BLAKE2b-256 checksum
How to use checksums
ff8de04878ac49b15472af282c90a0ee15e374a25e1bfb2873b2690560c78113
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp312-cp312-macosx_11_0_x86_64.whl

Download URL vbmicrolensing-5.6-cp312-cp312-macosx_11_0_x86_64.whl
Size 1.5 MB
Tags CPython 3.12 macOS 11.0+ x86-64
SHA-256 checksum
How to use checksums
f503af59b5fa1159d2deea08e684f417dc9103da4d909ee678b63dfea47a8357
BLAKE2b-256 checksum
How to use checksums
6bf97794863a9f45e8139f1326710378279d0f9c19cce33531b2361d2bb6bf6c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp312-cp312-macosx_11_0_arm64.whl

Download URL vbmicrolensing-5.6-cp312-cp312-macosx_11_0_arm64.whl
Size 1.4 MB
Tags CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
3f4dc20f377153746ea7b05415cada9012c47fe5417452d7741031722f793d8e
BLAKE2b-256 checksum
How to use checksums
300ba4ef310588f6557f2828c2d83e0e3b3b4623e213cb43ab15746bd68f37ed
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp311-cp311-win_amd64.whl

Download URL vbmicrolensing-5.6-cp311-cp311-win_amd64.whl
Size 1.4 MB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
c0f165a7ad26f89f08290a4db0f920d205fe5db2e78d8e0f316a57ab209996a8
BLAKE2b-256 checksum
How to use checksums
3307f60d08a259e8f05787b90a73faf9b0ad0fd34c4c01dcf78e8db923a131df
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp311-cp311-win32.whl

Download URL vbmicrolensing-5.6-cp311-cp311-win32.whl
Size 1.4 MB
Tags CPython 3.11 Windows x86-32
SHA-256 checksum
How to use checksums
1ac72c3f9d7fa9b8910ddcdfe5fc9c40db2dd1e05a5ba02bd8b1d219a487f929
BLAKE2b-256 checksum
How to use checksums
c96554cc7193f3f7402720243e99010b3ca80d6e253635e9b374c06b26e5120d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp311-cp311-musllinux_1_2_x86_64.whl

Download URL vbmicrolensing-5.6-cp311-cp311-musllinux_1_2_x86_64.whl
Size 2.5 MB
Tags CPython 3.11 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
136768b3796bfb618aaf88209cec16f14005a5e8fa4b0f7ef8f866c3de4d21b3
BLAKE2b-256 checksum
How to use checksums
959eae353a9d50079f834fe55a69df121be157b876db06faa493b08626d00720
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL vbmicrolensing-5.6-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size 1.6 MB
Tags CPython 3.11 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
fa9d8383795e0518af803b7416564b59b8e4b06763f62657611e9fadc9c0a415
BLAKE2b-256 checksum
How to use checksums
41836cd5377dda1ea2181aa06a4af633a2bc2bbedefdf6042af489c9de989be2
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp311-cp311-macosx_11_0_x86_64.whl

Download URL vbmicrolensing-5.6-cp311-cp311-macosx_11_0_x86_64.whl
Size 1.4 MB
Tags CPython 3.11 macOS 11.0+ x86-64
SHA-256 checksum
How to use checksums
e107b7c0f1f61a602276eae6a822b7a39ee378e363f831792dfbcae2a1df919e
BLAKE2b-256 checksum
How to use checksums
ed64d2832bd17b8fb9d9795cbf9c0bb221445fbaddb8bce451b287c1ad69f484
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp311-cp311-macosx_11_0_arm64.whl

Download URL vbmicrolensing-5.6-cp311-cp311-macosx_11_0_arm64.whl
Size 1.4 MB
Tags CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
9264052629a2e9c665892a7b65a4b437f730aaab9c82373ac69e478d0f0be1cf
BLAKE2b-256 checksum
How to use checksums
6ae4fe04c2c4b794725c0e6f5a5f5ecd95b79399fdaeea1c89ed22c4677aab67
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp310-cp310-win_amd64.whl

Download URL vbmicrolensing-5.6-cp310-cp310-win_amd64.whl
Size 1.4 MB
Tags CPython 3.10 Windows x86-64
SHA-256 checksum
How to use checksums
10b4aa58e4abc0d0b0270add729406b2816daa1da55079e3d634e61eaedf040f
BLAKE2b-256 checksum
How to use checksums
377badbf855980ee9e2f371f2a397f562857a4f66a9d5bf23ae7b65a8a956c1a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp310-cp310-win32.whl

Download URL vbmicrolensing-5.6-cp310-cp310-win32.whl
Size 1.4 MB
Tags CPython 3.10 Windows x86-32
SHA-256 checksum
How to use checksums
bf31b537f682928f3430fbe962c5edefbf84a799d96dd14187c5c293e4b26dc8
BLAKE2b-256 checksum
How to use checksums
c86be255755ff9a6b5e33d80fe3c80c1a0c1e45d889bd0077dada1d53effc7e3
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp310-cp310-musllinux_1_2_x86_64.whl

Download URL vbmicrolensing-5.6-cp310-cp310-musllinux_1_2_x86_64.whl
Size 2.5 MB
Tags CPython 3.10 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
e8a56260068da9a66aca2de04428601afa635e41b501dce1c09d49345d9677ea
BLAKE2b-256 checksum
How to use checksums
66ab46e0e4d491c3a49a1dedd815d1131192d573de5fe64aa7900eaa94862012
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL vbmicrolensing-5.6-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size 1.6 MB
Tags CPython 3.10 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
61106960ea99b2510f683867d9343bd51349719f111b723dca7826c507c2a7c5
BLAKE2b-256 checksum
How to use checksums
4b9110a9099168623e0dbe3b5878dc824746cca7c0c1c1a018e1865cddc117b5
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp310-cp310-macosx_11_0_x86_64.whl

Download URL vbmicrolensing-5.6-cp310-cp310-macosx_11_0_x86_64.whl
Size 1.4 MB
Tags CPython 3.10 macOS 11.0+ x86-64
SHA-256 checksum
How to use checksums
d770e8842fc1924ce9416df34eb190478fb6b23ad85ff49e0ee5ac3bb1096062
BLAKE2b-256 checksum
How to use checksums
3848b3d28f862a08445f4b9d4b395242c968c66558cd4c5adc2c369015ee9036
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp310-cp310-macosx_11_0_arm64.whl

Download URL vbmicrolensing-5.6-cp310-cp310-macosx_11_0_arm64.whl
Size 1.4 MB
Tags CPython 3.10 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
a7ab8d8682a4eb621cb9389d258e4ff5a3bdd26d3bd3c564f679b591c11c6386
BLAKE2b-256 checksum
How to use checksums
5fe4210694da7d1a0e65d4ef6b1f01a2397c84cbb9e73c8a93b8fa58bbec1681
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp39-cp39-win_amd64.whl

Download URL vbmicrolensing-5.6-cp39-cp39-win_amd64.whl
Size 1.4 MB
Tags CPython 3.9 Windows x86-64
SHA-256 checksum
How to use checksums
f41dcb3b2824ed87abada82597afb46a2e238e69139ec1fe0b82775c86b2f03d
BLAKE2b-256 checksum
How to use checksums
4708ba3253eac72c5b061fad678f9b624d668e641f8449fc89244b5baa0f0d40
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp39-cp39-win32.whl

Download URL vbmicrolensing-5.6-cp39-cp39-win32.whl
Size 1.4 MB
Tags CPython 3.9 Windows x86-32
SHA-256 checksum
How to use checksums
fbf1971602c9b20bf815a73814afb9f375220ac31c994a58345b82aa038717b3
BLAKE2b-256 checksum
How to use checksums
8ff386b4ee85f71e5397a4361e68c8754339cf8cfe849bcc4e1b0e31994b76a0
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp39-cp39-musllinux_1_2_x86_64.whl

Download URL vbmicrolensing-5.6-cp39-cp39-musllinux_1_2_x86_64.whl
Size 2.5 MB
Tags CPython 3.9 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
067f0b138e0cde9c6a405c7d83a98bba4bb250e95d50f8f334f113875b2d1f5a
BLAKE2b-256 checksum
How to use checksums
fbd8707c022ea0fcf769b731949b0d8ffbd446b0363dfd3f448781b129017ac2
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL vbmicrolensing-5.6-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size 1.6 MB
Tags CPython 3.9 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
448f5d1aff490359e640b83ad5fc98e988b87571db288baf9ff9c0de2151fdd1
BLAKE2b-256 checksum
How to use checksums
3a6d5a1c249ddf9a2ae42f5af52330875e8c518d8431fc48d6a246423a0c63fb
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp39-cp39-macosx_11_0_x86_64.whl

Download URL vbmicrolensing-5.6-cp39-cp39-macosx_11_0_x86_64.whl
Size 1.4 MB
Tags CPython 3.9 macOS 11.0+ x86-64
SHA-256 checksum
How to use checksums
9beadf37a08a7340daf624c730fbfc70bf3d945c66c3fc28055db9b7afb63738
BLAKE2b-256 checksum
How to use checksums
f44aed8eb97a81b0edaf0d8a3fe630c2422cab4a84edb9a001c2aa722d8d466a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp39-cp39-macosx_11_0_arm64.whl

Download URL vbmicrolensing-5.6-cp39-cp39-macosx_11_0_arm64.whl
Size 1.4 MB
Tags CPython 3.9 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
d1b4bdf13060136fe3266f88158133b85c11eb1a669620d1443013b0b155b116
BLAKE2b-256 checksum
How to use checksums
c95b6be26259b206517b73ef66876d01b554095679bd4b21d66752b470ea2a7b
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp38-cp38-win_amd64.whl

Download URL vbmicrolensing-5.6-cp38-cp38-win_amd64.whl
Size 1.4 MB
Tags CPython 3.8 Windows x86-64
SHA-256 checksum
How to use checksums
361fa78228d517bf8d487af963f0899585866b0486679ec9281a5d8b5faa65fc
BLAKE2b-256 checksum
How to use checksums
cc2e64d3c68af824eb9aa56938952ce8654f07ab37842d3cd0c0c17fec49437c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp38-cp38-win32.whl

Download URL vbmicrolensing-5.6-cp38-cp38-win32.whl
Size 1.4 MB
Tags CPython 3.8 Windows x86-32
SHA-256 checksum
How to use checksums
a59a2458536dff8bcf39891c0584c8890d91ae8e5b8d4b4cf5ec66bd7b910ec5
BLAKE2b-256 checksum
How to use checksums
d07cea1d372ef993716decf3f0d7c6ed7e1113cb453cf890a75a86cbb8a8e537
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp38-cp38-musllinux_1_2_x86_64.whl

Download URL vbmicrolensing-5.6-cp38-cp38-musllinux_1_2_x86_64.whl
Size 2.5 MB
Tags CPython 3.8 Linux musl 1.2+ x86-64
SHA-256 checksum
How to use checksums
14ab7fa3592aafa54c040824f3ae943a7c9b957229ae1e4ae1e943986d364378
BLAKE2b-256 checksum
How to use checksums
432e787972a3337726aa8468488569e70ce1a32b91697cc159ee59a89444ab7c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp38-cp38-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL vbmicrolensing-5.6-cp38-cp38-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size 1.6 MB
Tags CPython 3.8 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
87c5fbe7c3f62a5148e90995657172ab5684952b8d83a0099d5f6b0261bbed1b
BLAKE2b-256 checksum
How to use checksums
8b558fb308eae7828412499ecd37daeaad229e7f14ec7c560430f85f0564eef9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp38-cp38-macosx_11_0_x86_64.whl

Download URL vbmicrolensing-5.6-cp38-cp38-macosx_11_0_x86_64.whl
Size 1.5 MB
Tags CPython 3.8 macOS 11.0+ x86-64
SHA-256 checksum
How to use checksums
8e9f09d2a851affe70f493e984ac0cd9e14b2d2f62ed8584599c65d78e36524c
BLAKE2b-256 checksum
How to use checksums
7df457dd34a5ac32b49265cd8ee890b87cd6a6bb53bda05fc3f63c7901ea5fba
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / vbmicrolensing-5.6-cp38-cp38-macosx_11_0_arm64.whl

Download URL vbmicrolensing-5.6-cp38-cp38-macosx_11_0_arm64.whl
Size 1.4 MB
Tags CPython 3.8 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
87ee314ac2fff52e3a2d26dd4eff43bedfeb92f2824e30074c8e9cfbea2f442a
BLAKE2b-256 checksum
How to use checksums
850aad6b99bc11e618ed135ee80a9f7f8a451b214b5d22afc6c7bba9c7d3312a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release history Release notifications | RSS feed

This release

5.6 This release

49 release files

5.5

49 release files

5.4.1

49 release files

5.4

49 release files

5.3.5

49 release files

5.3.3

56 release files

5.3.2

56 release files

5.3.1

56 release files

5.3

56 release files

5.1.1

56 release files

5.1

56 release files

5.0.2

56 release files

5.0.1

56 release files

5.0

56 release files

4.2

75 release files

4.1.0

2 release files

4.0.0

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page