BioPAIthon is a fork of Biopython, the long-running international association of developers of freely available Python tools for computational molecular biology.
The fork exists to try one thing differently. BioPAIthon accepts contributions from any capable contributor - human, computational intelligence, AI, or chimp - and judges each patch on its merits rather than on the nature of its author. See AGENTS.md for what that means in practice.
Everything else is Biopython. import Bio works exactly as it did, the licence is unchanged, the public API differs from upstream’s only where noted below, and we intend to keep tracking upstream.
Credit for essentially all of the code here belongs to the Biopython contributors; the original copyright notices and licence remain in place. BioPAIthon is not affiliated with or endorsed by the Biopython Project, so please do not report problems with this fork to upstream.
This README is intended primarily for people interested in working with the source code, from our repository on GitHub https://github.com/dbolser/BioPAIthon
Upstream’s user-centric documentation, The Biopython Tutorial and Cookbook, and API documentation, describes most of this fork too, but not all of it. Here, for example, Bio.pairwise2 has been removed, Bio.PDB.mmtf is deprecated, and a GenBank or EMBL record whose sequence does not match its declared length is an error rather than a warning.
The NEWS file summarises the changes in each release, including where this fork differs from upstream, alongside the DEPRECATED file which notes API breakages.
This package is open source software made available under generous terms. Please see the LICENSE file for further details.
Acknowledgements
BioPAIthon exists because the Biopython Project spent more than twenty years building it. 381 people are named in CONTRIB.rst, and that list is preserved here unchanged, as is the full release history in NEWS and every copyright notice in the source.
This fork changes a contribution policy. It does not change who wrote the software, and it is not a criticism of the people who did. Upstream restricted AI-assisted contributions for a reason we think is entirely legitimate: protecting “good first issue” tickets as mentoring opportunities for new human contributors, in the hope they stay. We disagree about the means, not the goal. Reasonable projects can land in different places on this, and Biopython’s maintainers are under no obligation to agree with us.
Upstream Biopython is actively maintained and lives at https://biopython.org. We track it, and we would be glad to see this fork become unnecessary.
Citation
If you use BioPAIthon in work contributing to a scientific publication, please cite Biopython. Essentially all of the code here was written by the Biopython contributors, and academic citation is how that work is credited:
Cock, P.J.A. et al. Biopython: freely available Python tools for computational molecular biology and bioinformatics. Bioinformatics 2009 Jun 1; 25(11) 1422-3 https://doi.org/10.1093/bioinformatics/btp163 pmid:19304878
Several Biopython modules have their own publications, listed at https://biopython.org - please cite those as well where they apply.
Do not cite BioPAIthon instead of Biopython. If you need to record which fork you used, cite the paper above and mention the fork separately, as you would any other software version detail. Nothing about this fork changes who did the scientific work.
For the impatient
BioPAIthon is published on PyPI as biopaithon:
pip install biopaithon
Note that BioPAIthon installs the same Bio package that Biopython does, so the two conflict and cannot be used side by side in one environment. Use a virtual environment if you need both.
Binary wheels are published for CPython 3.10 to 3.14 on Linux (x86-64 and aarch64, both manylinux and musllinux), macOS (Intel and Apple silicon) and Windows, so installation needs no compiler. A source distribution is published too.
Upstream Biopython is on PyPI under its own name:
pip install biopython
As a developer or potential contributor, you may wish to download, build and install BioPAIthon yourself. This is described below.
Python Requirements
We currently recommend using Python 3.13 from https://www.python.org
BioPAIthon is currently supported and tested on the following Python implementations:
Python 3.10, 3.11, 3.12, 3.13 and 3.14 – see https://www.python.org. CI tests all five on Linux, and a subset of them on macOS and Windows.
PyPy3.10 v7.3.17 – or later, see https://www.pypy.org
Optional Dependencies
Biopython requires NumPy (see https://www.numpy.org) which will be installed automatically if you install Biopython with pip (see below for compiling Biopython yourself).
Depending on which parts of Biopython you plan to use, there are a number of other optional Python dependencies, which can be installed later if needed. Most are grouped into extras, so pip can install a whole stack by name:
pip install "biopaithon[graphics]"
graphics – ReportLab and Pillow, for Bio.Graphics.
phylo – matplotlib, networkx, igraph and rdflib, for Bio.Phylo.
structure – msgpack, for reading BinaryCIF with Bio.PDB.
biosql – mysqlclient, the default MySQL driver for BioSQL.
all – all of the above, plus SciPy for Bio.phenotype, Bio.codonalign and Bio.Align.analysis.
test – what the Linux CI jobs install to run the offline test suite (see Testing below).
Notes on individual packages, including alternatives that no extra installs:
ReportLab, see https://www.reportlab.com/opensource/ (optional) This package is only used in Bio.Graphics, so if you do not need this functionality, you will not need to install this package.
matplotlib, see https://matplotlib.org/ (optional) Bio.Phylo uses this package to plot phylogenetic trees.
networkx, see https://networkx.github.io/ (optional) and pygraphviz or pydot, see https://pygraphviz.github.io/ and https://code.google.com/p/pydot/ (optional) These packages are used for certain niche functions in Bio.Phylo.
rdflib, see https://github.com/RDFLib/rdflib (optional) This package is used in the CDAO parser under Bio.Phylo.
psycopg2, see https://initd.org/psycopg/ (optional) or PyGreSQL (pgdb), see https://www.pygresql.org/ (optional) These packages are used by BioSQL to access a PostgreSQL database.
MySQL Connector/Python, see https://dev.mysql.com/downloads/connector/python/ This package is used by BioSQL to access a MySQL database, and is supported on PyPy too.
mysqlclient, see https://github.com/PyMySQL/mysqlclient-python (optional) This is a fork of the older MySQLdb and is used by BioSQL to access a MySQL database. It is supported by PyPy.
In addition there are a number of useful third party tools you may wish to install such as standalone NCBI BLAST, EMBOSS or ClustalW.
Installation From Source
Most people should use the pre-compiled wheels described above. If you need to compile BioPAIthon yourself, the following are required at compile time:
Python including development header files like python.h, which on Linux are often not installed by default (trying looking for and installing a package named python-dev or python-devel as well as the python package).
Appropriate C compiler for your version of Python, for example GCC on Linux, or MSVC on Windows. For Windows, you must install the ‘Visual Studio Build Tools’ and select the ‘Desktop development with C++’ workload. For macOS, use Apple’s command line tools, which can be installed with the terminal command:
xcode-select --install
This will offer to install Apple’s XCode development suite - you can, but it is not needed and takes a lot of disk space.
Then either download and decompress our source code, or fetch it using git. Now change directory to the Biopython source code folder and run:
pip install -e ".[test]" cd Tests python run_tests.py
Substitute python with your specific version if required, for example python3, or pypy3. On PyPy, use pip install -e . "pytest>=9" instead: the test extra needs SciPy, which has no PyPy wheels and needs OpenBLAS to build from source.
To exclude tests that require an internet connection (and which may take a long time), use the --offline option:
cd Tests python run_tests.py --offline
Testing
Biopython includes a suite of regression tests to check if everything is running correctly. To run the tests, go to the biopython source code directory and type:
pip install -e ".[test]" cd Tests python run_tests.py
The test extra installs pytest, which runs the tests, and the optional packages the Linux CI jobs test with. pip install -e . "pytest>=9" also works, and is what to use on PyPy (see above), but then every test needing one of those packages, all of Bio.Graphics included, is skipped rather than run. run_tests.py translates its arguments into a pytest command line, so python -m pytest in Tests is equivalent. Call pytest directly to use its own options, such as -x or --lf.
If you want to skip the online tests (which is recommended when doing repeated testing), use:
cd Tests python run_tests.py --offline
Do not panic if the run ends with a list of skipped modules:
========================== modules skipped at import =========================== Bio.motifs.jaspar.db -- Install MySQLdb if you want to use Bio.motifs.jaspar.db
This most likely means that a package is not installed. You can ignore this if it occurs in the tests for a module that you were not planning on using. If you did want to use that module, please install the required dependency and re-run the tests.
Some of the tests may fail due to network issues, this is often down to chance or a service outage. If the problem does not go away on re-running the tests, you can use the --offline option.
There is more testing information in the Biopython Tutorial & Cookbook.
Experimental code
Biopython 1.61 introduced a new warning, Bio.BiopythonExperimentalWarning, which is used to mark any experimental code included in the otherwise stable Biopython releases. Such ‘beta’ level code is ready for wider testing, but still likely to change, and should only be tried by early adopters in order to give feedback via the biopython-dev mailing list.
We’d expect such experimental code to reach stable status within one or two releases, at which point our normal policies about trying to preserve backwards compatibility would apply.
Bugs
While we try to ship a robust package, bugs inevitably pop up. If you are having problems that might be caused by a bug in Biopython, it is possible that it has already been identified. Update to the latest release if you are not using it already, and retry. If the problem persists, please search our bug database and our mailing lists to see if it has already been reported (and hopefully fixed), and if not please do report the bug. We can’t fix problems we don’t know about ;)
Issue tracker: https://github.com/dbolser/BioPAIthon/issues
Please report bugs in this fork there, not to upstream. If you can reproduce the problem against upstream Biopython as well, then it is an upstream bug and belongs at https://github.com/biopython/biopython/issues instead.
If you suspect the problem lies within a parser, it is likely that the data format has changed and broken the parsing code. (The text BLAST and GenBank formats seem to be particularly fragile.) Thus, the parsing code in Biopython is sometimes updated faster than we can build Biopython releases. You can get the most recent parser by pulling the relevant files (e.g. the ones in Bio.SeqIO or Bio.Blast) from our git repository. However, be careful when doing this, because the code in github is not as well-tested as released code, and may contain new dependencies.
In any bug report, please let us know:
Which operating system and hardware (32 bit or 64 bit) you are using
Python version
Biopython version (or git commit/date)
Traceback that occurs (the full error message)
And also ideally:
Example code that breaks
A data file that causes the problem
Contributing, Bug Reports
BioPAIthon accepts contributions from anyone, and anything, able to write a good patch - human, computational intelligence, AI, or chimp. We are always looking for help with code development, documentation writing, technical administration, and whatever else comes up.
If you wish to contribute, please first read AGENTS.md, which sets out the standard every contribution is held to regardless of its author, and then CONTRIBUTING.rst for the practicalities.
Upstream Biopython is run by volunteers from all over the world, with many types of backgrounds. Their web site is https://biopython.org and their mailing lists are at https://biopython.org/wiki/Mailing_lists
Distribution Structure
README.rst – This file.
NEWS.rst – Release notes and news.
LICENSE.rst – What you can do with the code.
CONTRIB.rst – An (incomplete) list of people who helped Biopython in one way or another.
CONTRIBUTING.rst – The practicalities of contributing.
AGENTS.md – Who may contribute (everyone) and the standard every contribution is held to. CLAUDE.md points here.
DEPRECATED.rst – Contains information about modules in Biopython that were removed or no longer recommended for use, and how to update code that uses those modules.
MANIFEST.in – Configures which files to include in releases.
pyproject.toml – Project metadata and build configuration.
Bio/ – The main code base code.
BioSQL/ – Code for using Biopython with BioSQL databases.
Doc/ – Documentation.
Scripts/ – Miscellaneous, possibly useful, standalone scripts.
Tests/ – Regression testing code including sample data files.
1 maintainer
Metadata
1 maintainer
Release files for biopaithon 1.88
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| biopaithon-1.88.tar.gz | 19.9 MB | With provenance | Details |
Built distributions (wheels)
Total release size: 151.4 MB
Release files / biopaithon-1.88.tar.gz
| Download URL | biopaithon-1.88.tar.gz |
|---|---|
| Size | 19.9 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
b526f93d472944fbab94169bd071c0b8f1db3ab5e7a13bc5f38a9db7c83257e0
|
|
BLAKE2b-256 checksum How to use checksums |
1fe4b6872e08186caf0ab5a358f93f0ba67779238cf4b1f1a82cc2cc47c142be
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp314-cp314t-win_amd64.whl
| Download URL | biopaithon-1.88-cp314-cp314t-win_amd64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Windows x86-64 |
|
SHA-256 checksum How to use checksums |
fe6987caf0d4118b32603d628d9f44bb1c4ac185afd54f32bcb1ee190c0c6cd6
|
|
BLAKE2b-256 checksum How to use checksums |
31cc370adca56762ddf14e08fcef24aed7ba971b6f124f4e9aa57dfa985e25d2
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp314-cp314t-musllinux_1_2_x86_64.whl
| Download URL | biopaithon-1.88-cp314-cp314t-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
75c8a23e8440d9a3cc51a5fb56f3de344d702b83f96b153911834870c4451508
|
|
BLAKE2b-256 checksum How to use checksums |
9fde46a48b69831e0ee11db21ed2c594bf24f4bde5b6a145fcc13789704cdf7b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp314-cp314t-musllinux_1_2_aarch64.whl
| Download URL | biopaithon-1.88-cp314-cp314t-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64 |
|
SHA-256 checksum How to use checksums |
9c81689437653662ea43ffa22f140f157aa25de7ebe4587222ee7b7a5e3809c7
|
|
BLAKE2b-256 checksum How to use checksums |
d430bb84e23454f2db9ccc0c47338faa30df1ccba3e3986c40b7f460f40861d4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | biopaithon-1.88-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 3.5 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
a9afaf8976d5fb2f7ee1385a4d8060e10195bbd9befc44f1949e2830ab59e531
|
|
BLAKE2b-256 checksum How to use checksums |
26260dc41c139f3e005ee6a70120344905c86e6a83eb3b5540af1a96099eb137
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | biopaithon-1.88-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
32406786cf4c14f4b790bc70b648b2ed56922e96ff7ee1b7d39721cd5e0d178f
|
|
BLAKE2b-256 checksum How to use checksums |
10004ceacfe431e4da12307352de1641e8e35d9e0428196257740ea1ec4ce2bc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp314-cp314t-macosx_11_0_arm64.whl
| Download URL | biopaithon-1.88-cp314-cp314t-macosx_11_0_arm64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
a30a36596ca282d8a57897ddb602e89070b33330b92686904156606f3a0b5243
|
|
BLAKE2b-256 checksum How to use checksums |
3f9102c8e23030ac9fb414977ad446ea1f7eb730c9ceb0d5cf7c38d7b0919552
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp314-cp314t-macosx_10_15_x86_64.whl
| Download URL | biopaithon-1.88-cp314-cp314t-macosx_10_15_x86_64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading macOS 10.15+ x86-64 |
|
SHA-256 checksum How to use checksums |
e64674717a9ec20a4f9d0d7db98e49c4f24173321468cdae3b724690f94e779e
|
|
BLAKE2b-256 checksum How to use checksums |
2672b0216f5db69736fdaa8e49adf6f81477218396f5b04c7f571c108943c2af
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp314-cp314-win_amd64.whl
| Download URL | biopaithon-1.88-cp314-cp314-win_amd64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.14 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
f5692f03d07e6f8dff494b9982111e5bef3664d969e47a5681e22cd7baaf8f6b
|
|
BLAKE2b-256 checksum How to use checksums |
acf0370de5dbebb11a2ef920cced895b10b5e4e54c1c61873b36cf2bd37ce8a9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp314-cp314-musllinux_1_2_x86_64.whl
| Download URL | biopaithon-1.88-cp314-cp314-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.14 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
ae2c382f85d14448255ec35883f9ac4fbfca3e94db29fb51ab88fa9ce1daf509
|
|
BLAKE2b-256 checksum How to use checksums |
e8d12caa00646947effb9925ff022f6016311f653cf15c47051d6334ebbf5638
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp314-cp314-musllinux_1_2_aarch64.whl
| Download URL | biopaithon-1.88-cp314-cp314-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.14 Linux musl 1.2+ ARM64 |
|
SHA-256 checksum How to use checksums |
46eb99858bb33d157d39771f25cd801d6b28f2fd477010e195d5fdd7849abb7f
|
|
BLAKE2b-256 checksum How to use checksums |
53a664ef571b3b85d4f15234b26d29523941685a6cf457a0d1784eebe8ef9b1c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | biopaithon-1.88-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.14 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
6e055bc23669121c58bcc67c2fc82e355cf501d8e8cb8add0bb5a539b7a197f4
|
|
BLAKE2b-256 checksum How to use checksums |
8100a9b4846d3efc1c7e91f3aed71e721711cf7d2195a9d55d5c79b69b2a8fdf
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | biopaithon-1.88-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.14 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
7efb2b17072491bc8aebc10df2d07defd2cf3fa55c34947538b87f47abbdc7fe
|
|
BLAKE2b-256 checksum How to use checksums |
bd5abcba258b6d8314325fc47007f751809b76f36e8f8c34e5a14fd4bcd13293
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | biopaithon-1.88-cp314-cp314-macosx_11_0_arm64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.14 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
d7a010c8b451c0df447a3765950e38419d3cd1aebddb140c1ee7aa927d262567
|
|
BLAKE2b-256 checksum How to use checksums |
9539b7d32074a58beac6878fa15944c5eecf6785e746f25ed0e92b7d24b84bf4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp314-cp314-macosx_10_15_x86_64.whl
| Download URL | biopaithon-1.88-cp314-cp314-macosx_10_15_x86_64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.14 macOS 10.15+ x86-64 |
|
SHA-256 checksum How to use checksums |
a1d152b4618cd1775722e86e887f5e073978c180ca0fce10606564381cea8b24
|
|
BLAKE2b-256 checksum How to use checksums |
73136f3a1a654069b8914bcbe23c6f010cde9213709a4f5cde0420b9ecc3ff9e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp313-cp313-win_amd64.whl
| Download URL | biopaithon-1.88-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.13 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
8f9ac4c37231ad1c78646447fdf97b6a1406782af53a3dec649aed1110013588
|
|
BLAKE2b-256 checksum How to use checksums |
11dff773803eee7219b1ca1c6336dbb6bc2a59f609ee42aa763e2cc3c189f937
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp313-cp313-musllinux_1_2_x86_64.whl
| Download URL | biopaithon-1.88-cp313-cp313-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.13 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
2d60dc796fc6681494abe646339505b15a76f409bbaef22db318ee632a3bcb8b
|
|
BLAKE2b-256 checksum How to use checksums |
d9b9f52bf332a6c969935a60c9be074a870d183060d30da42dedcc9ba8f35c26
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp313-cp313-musllinux_1_2_aarch64.whl
| Download URL | biopaithon-1.88-cp313-cp313-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.13 Linux musl 1.2+ ARM64 |
|
SHA-256 checksum How to use checksums |
7dc40e005a6b9f0a453f099c13f22c16ff3d58e03c0fc5f6c9064193db6dfc89
|
|
BLAKE2b-256 checksum How to use checksums |
a493f68ac52481e61ac1edb9b00087396fc3363c17fd0cfa6256eb83e4e09263
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | biopaithon-1.88-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
990b57919ea635da4d5f92794feafacde977bd495e9b235c8ec50d409c096cfa
|
|
BLAKE2b-256 checksum How to use checksums |
f861270eb0def6e44f5a016c8bcb610df93e629c841d5fc70ffc86ad0231d6aa
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | biopaithon-1.88-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.13 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
a770e21d087fffdf511b480e46843fa8416b55926cf5c97a970a0aa626132528
|
|
BLAKE2b-256 checksum How to use checksums |
79292efecc5980a1abcd6390aca79a6d1d8565554f674e8e7cadaa9869024f45
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | biopaithon-1.88-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
8724c0e731fff6affed30d1c581c1a30313b8e6b789c5279f52966637664cbd7
|
|
BLAKE2b-256 checksum How to use checksums |
b21efb7d72f942a45217a720df49b760cb6d957109d7ef3ef517aa84bfbd0271
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp313-cp313-macosx_10_13_x86_64.whl
| Download URL | biopaithon-1.88-cp313-cp313-macosx_10_13_x86_64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.13 macOS 10.13+ x86-64 |
|
SHA-256 checksum How to use checksums |
9bbc816a9dc493fc3ec53a6f1186cffa8487263fdc2ed5161d18f3ccce86bca7
|
|
BLAKE2b-256 checksum How to use checksums |
1461507fcd9ca09acb6477d9e66f4e30b78d9c17076a542f5fef335219af47da
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp312-cp312-win_amd64.whl
| Download URL | biopaithon-1.88-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
f252ccab9e08d080f5047d79703c97af9258875327eeaf6a2740b6ff91f191c0
|
|
BLAKE2b-256 checksum How to use checksums |
1bc0e92caa482a30f0a605145ce73365eafdff5e4ef91abb49c332f473bb8f05
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp312-cp312-musllinux_1_2_x86_64.whl
| Download URL | biopaithon-1.88-cp312-cp312-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.12 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
551291333e61768ea515754aca6d653927830adfb2980ee0e7fc2de7c195cc30
|
|
BLAKE2b-256 checksum How to use checksums |
0da0974229398db78dd97e68b87d9e5a143f4d6b43e7caef07344588de00187d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp312-cp312-musllinux_1_2_aarch64.whl
| Download URL | biopaithon-1.88-cp312-cp312-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.12 Linux musl 1.2+ ARM64 |
|
SHA-256 checksum How to use checksums |
560accf37a95878753b7d68877f7c333d223bf5f008ba07bc3cc014219fef602
|
|
BLAKE2b-256 checksum How to use checksums |
47f77b420eba0f8d0e050e60365579eda650b8bff991decfcb43cafc405533a7
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | biopaithon-1.88-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
dacdffeb667b58c2a56130a17b8af776d0778f044ab62ed6a2f0f3c3540e9782
|
|
BLAKE2b-256 checksum How to use checksums |
b7af37265bd7a6cda93e9a12a8f03008114de71e3cf89eeb002ff3132c34f217
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | biopaithon-1.88-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.12 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
a296f3051ebe01688a5059c206ae987159bd2f988040d08f081332a4f68f48cf
|
|
BLAKE2b-256 checksum How to use checksums |
2a564171c313e61fc5ce3ea8a61eecf0f851bb4a304ce47078f0340e189c9263
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | biopaithon-1.88-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
de13cf4ddf0c65a24a75904878720f1292e5639b9c0760d7eb049346c0b20361
|
|
BLAKE2b-256 checksum How to use checksums |
baac2c6c9fe2f11f638bcfbf1b6d03e1d3bf77f96175bad4fd9bd0dcc680906a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp312-cp312-macosx_10_13_x86_64.whl
| Download URL | biopaithon-1.88-cp312-cp312-macosx_10_13_x86_64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.12 macOS 10.13+ x86-64 |
|
SHA-256 checksum How to use checksums |
023fbade4def9969552b6c6d5031d510dd9f04f51954508b8a75acc75e03b63c
|
|
BLAKE2b-256 checksum How to use checksums |
d1ef61539be4d61c3d9d4cf1bc202bf4f087a690b863e1dd20322bee2932809d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp311-cp311-win_amd64.whl
| Download URL | biopaithon-1.88-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
61d0d885ff461264c0e1f2405e32d14073c92f387618872770cad3ab8ca1f866
|
|
BLAKE2b-256 checksum How to use checksums |
1e244d83c1e4e667b33df1cb0a043f60f6b42a262ee8bc2a54c027a5d4b8b522
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp311-cp311-musllinux_1_2_x86_64.whl
| Download URL | biopaithon-1.88-cp311-cp311-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.11 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
284ca29efb7c9173649873310edad8230e2c0ff14adad50b1a3517bfc11798a3
|
|
BLAKE2b-256 checksum How to use checksums |
fcf5ccd47c0a63d91016896863e13353ece0a20e8888cd3040fec4c94d82e4eb
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp311-cp311-musllinux_1_2_aarch64.whl
| Download URL | biopaithon-1.88-cp311-cp311-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 3.3 MB |
| Tags | CPython 3.11 Linux musl 1.2+ ARM64 |
|
SHA-256 checksum How to use checksums |
171bfc3e7c33f5b42d92fb1f9ef4357b30d0b850b3a2f3a4ee2cf957ccaa1a94
|
|
BLAKE2b-256 checksum How to use checksums |
474a21af6c64c380abfcf3ff586dad487868c7d1858a0f2e52edbcc2803adeaf
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | biopaithon-1.88-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
b23aa64bdde643abad435147771b930c218bd7a9bf98460fec2eb9c05e49ed62
|
|
BLAKE2b-256 checksum How to use checksums |
14de0a7a02ed4faea4fc25969028bac566c7a089d7ced591d6b765320a71e85a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | biopaithon-1.88-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
9b75e5c4667df7aadfcba5626cffeb74d39888ce0fe619689191f0c7e55e4f00
|
|
BLAKE2b-256 checksum How to use checksums |
071527ae4d11bdc3fbf24131b18571bafcc845489c9c6c85badde964bda526ff
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | biopaithon-1.88-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
64c85a05035cb2cb51114df3566c71991e4c5cea0f08eb9328d4fb834cb0c833
|
|
BLAKE2b-256 checksum How to use checksums |
3e29254c6cc171c778a9d9b2cf9df39b24d8d9c5d039df5d786583017debc9cb
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp311-cp311-macosx_10_9_x86_64.whl
| Download URL | biopaithon-1.88-cp311-cp311-macosx_10_9_x86_64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.11 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
5cdd89269fb49fe143c9a0993796a3c2c765181ec06a7b42104fb3cbd4eca784
|
|
BLAKE2b-256 checksum How to use checksums |
b67df5e1a01f8052f5624420975a7df49dfa6ac7a395f234adad6da122f9833f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp310-cp310-win_amd64.whl
| Download URL | biopaithon-1.88-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.10 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
ef626391c6f088e113731512e1a539a89c494b026cf691ac032ee387af72d1f2
|
|
BLAKE2b-256 checksum How to use checksums |
c1dfe640660754d5c9fc8090577f93691f251063599fe161f5e4cf446af41bea
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp310-cp310-musllinux_1_2_x86_64.whl
| Download URL | biopaithon-1.88-cp310-cp310-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.10 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
3dcb040485b20f11a3e4e4aa9eaf01bc07ae00d4a0cd7aeb8583bf3be8fda9ad
|
|
BLAKE2b-256 checksum How to use checksums |
64efe3b5180b090434533f32fdc229662ec2bf325df1640ff05fc9526f55dd2f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp310-cp310-musllinux_1_2_aarch64.whl
| Download URL | biopaithon-1.88-cp310-cp310-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 3.3 MB |
| Tags | CPython 3.10 Linux musl 1.2+ ARM64 |
|
SHA-256 checksum How to use checksums |
a84df9b3c533bdaa93477ecc8a52ae57788d902ab80ca152ce58b7166656737c
|
|
BLAKE2b-256 checksum How to use checksums |
640681fb069e5f037acae17dac161efc6a27ab83cd3f952bad342da5aa45b437
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | biopaithon-1.88-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
8e969a3de0fa681aaff1432aa77618c0cc4a3067f91d0ab2da2005e9c32d993a
|
|
BLAKE2b-256 checksum How to use checksums |
f7cdb6f4d3ee57142ed86ce15ec50c4025339acd19e2e864fca6de283220022a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | biopaithon-1.88-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 3.3 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
aabb4ad7c963f6b315b4319268d5c6ed3b0e611d5ec92a8c0d1e8145123375ae
|
|
BLAKE2b-256 checksum How to use checksums |
d61399751ce9b33dc184654fc2b89736ee39ad5ec5acd0a644f13a3dc85e859d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | biopaithon-1.88-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
6fc49d03ac1ed38df85ce4f6658f5df9befc9cc4f8a62049ffd075a8f82136b8
|
|
BLAKE2b-256 checksum How to use checksums |
bd1483d18cbd073e73ecb1431135701b7061287ffc0c5e1897e946353ba0fdd1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logRelease files / biopaithon-1.88-cp310-cp310-macosx_10_9_x86_64.whl
| Download URL | biopaithon-1.88-cp310-cp310-macosx_10_9_x86_64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.10 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
2d0682300bd8c9f367b3711e3954bf8150c28965b5341e21cef6706573ee9246
|
|
BLAKE2b-256 checksum How to use checksums |
7c153b4d62a2db6f7aed07a896b306b2cc327009877c624fbe418c8a9da4b27a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logSecurity for biopaithon 1.88
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
Full provenance
All 43 files in this release have been uploaded with provenance metadata.
Attestation for biopaithon-1.88.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 15, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
