affine_mpc
affine_mpc is a library for model predictive control using discrete-time affine models, with C++ and Python interfaces.
It is designed to support real-time control and rapid research prototyping with a focused set of common costs and constraints, along with live parameter updates.
Statement of Need
Researchers and engineers often need an MPC tool that sits between low-level QP assembly and large general-purpose control frameworks.
affine_mpc aims to lower the barrier to entry for developing MPC controllers by reducing the amount of low-level problem assembly needed for common affine MPC workflows.
affine_mpc focuses on discrete-time affine MPC problems with optional costs and constraints, efficient repeated solves, and workflows that support both experimentation in Python and integration in C++.
Highlights
- Condensed and sparse MPC formulations behind a common interface
- Move-blocking, linear interpolation, and B-spline input parameterizations
- Optional input cost, state bounds, input bounds, and slew-rate constraints
- Efficient OSQP-backed updates when the QP sparsity pattern is unchanged
- Binary
.npzlogging viaMPCLoggerfor plotting and post-run analysis
Documentation
The primary documentation lives at https://byu-rad-lab.github.io/affine_mpc/.
- Getting Started
- Python guide
- C++ guide
- Concepts and formulation
- Example walkthrough
- Development guide
The Markdown source for the documentation lives in docs/.
Core C++ sources live under src/ and include/, Python bindings and package sources live under python/, and example workflows live under examples/.
Important Usage Notes
- Fully configure the model, limits, weights, and references before calling
initializeSolver() - OSQP sparsity is fixed at initialization; later updates must not introduce new nonzero structure
- If a model coefficient may become nonzero later, initialize with that structure already present (or, with the sparse formulation, pass
ModelSparsity::FulltoinitializeSolver()); with the condensed formulation the same holds for cost weights
Community Standards
- Contributing guide:
CONTRIBUTING.md - Code of conduct:
CODE_OF_CONDUCT.md - Citation metadata:
CITATION.cff
Citation
If you use affine_mpc in research, please cite the project using the metadata in CITATION.cff.
License
This project is licensed under the BSD 3-Clause License.
See LICENSE for details.
Metadata
Release files for affine-mpc 0.4.0
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 | Actions |
|---|---|---|---|---|
| affine_mpc-0.4.0.tar.gz | 328.5 kB | With provenance | Details for affine_mpc-0.4.0.tar.gz |
Built distributions (wheels)
Total release size: 21.9 MB
Release files / affine_mpc-0.4.0.tar.gz
| Download URL | affine_mpc-0.4.0.tar.gz |
|---|---|
| Size | 328.5 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
48554ce9e0e1dd1ce4e042522fe7d52627caa46ac9a94ef27905f8d1e0461b31
|
|
BLAKE2b-256 checksum How to use checksums |
dc421b24be991987ff2947c6f93e730ddce433381b9190c9644166c2f3cdf69d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp315-cp315-win_amd64.whl
| Download URL | affine_mpc-0.4.0-cp315-cp315-win_amd64.whl |
|---|---|
| Size | 726.7 kB |
| Tags | CPython 3.15 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
53c0c6440fb46e8215dde3accf0d69038bbd70a25de04aa79830e17577ca527e
|
|
BLAKE2b-256 checksum How to use checksums |
d7bace38a55e589fa5baa6be4061ec77447cdefa4c386fbd38c130db840d4235
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp315-cp315-musllinux_1_2_x86_64.whl
| Download URL | affine_mpc-0.4.0-cp315-cp315-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 1.7 MB |
| Tags | CPython 3.15 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
5263a08c9579ab67f99bf4749fd661531afb6cc9743b45d527fd07384aca809a
|
|
BLAKE2b-256 checksum How to use checksums |
5fa934a362b85290915ccfdd27794459b59621ca243f787cb7b6a7411cdaf9bd
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | affine_mpc-0.4.0-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 707.7 kB |
| Tags | CPython 3.15 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
bb72c52e4954894dd8423aaf442db19c771e54592c99a4d4aff644d5b7a0a438
|
|
BLAKE2b-256 checksum How to use checksums |
d76d08c24960a7e3b59927c3c65db904af34640664d7ed2fbc12bce7958c425c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp315-cp315-macosx_11_0_arm64.whl
| Download URL | affine_mpc-0.4.0-cp315-cp315-macosx_11_0_arm64.whl |
|---|---|
| Size | 493.2 kB |
| Tags | CPython 3.15 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
468e119651416f810493105dcf59e3eaeb7552befb7755f0cfe89abf2b3c73e6
|
|
BLAKE2b-256 checksum How to use checksums |
38191ccc2e04ecc0b19f1bcea105c5ebb1274ec217d7d93548bed211eafa54c1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp314-cp314-win_amd64.whl
| Download URL | affine_mpc-0.4.0-cp314-cp314-win_amd64.whl |
|---|---|
| Size | 726.7 kB |
| Tags | CPython 3.14 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
8df7da3a4f6a0308e3962dee8134d8b80103199604c8b4d4bd274efd31f5a8eb
|
|
BLAKE2b-256 checksum How to use checksums |
64f98d70412982c3696d35bc7a463c6cc227d6d5ff2d1e014be616ddfef62794
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp314-cp314-musllinux_1_2_x86_64.whl
| Download URL | affine_mpc-0.4.0-cp314-cp314-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 1.7 MB |
| Tags | CPython 3.14 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
b4b3288101a1a465fe2f9f712b6a842fa8de36864720ca92e28cba8decd45105
|
|
BLAKE2b-256 checksum How to use checksums |
71292840243b2bdd80c0362adc91fa82269f1af3a5c07ef055cf772d019eab92
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | affine_mpc-0.4.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 707.7 kB |
| Tags | CPython 3.14 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
5ab2e6118d022ea9ffd60a87932db9b8d5ca7812ba8ee7f33f587295722c066f
|
|
BLAKE2b-256 checksum How to use checksums |
6ffc675743783ac986b8bc4dd9fe657049a7e69de6a7c65d2223a86e6a0e567c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | affine_mpc-0.4.0-cp314-cp314-macosx_11_0_arm64.whl |
|---|---|
| Size | 493.2 kB |
| Tags | CPython 3.14 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
d7c8b4f4de6ee62b1a8a92abd94e2ef65b572088c1cb1a44ef67a956c75591fa
|
|
BLAKE2b-256 checksum How to use checksums |
732a734c9aad3d973c235ef9f02c1f74910ad4fc8520045a259dc2583c458d43
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp313-cp313-win_amd64.whl
| Download URL | affine_mpc-0.4.0-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 705.2 kB |
| Tags | CPython 3.13 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
31ebef2848f85c9a7dcf69a849e4175dbe30f948aa2c7b4b3e0f4b911e39c992
|
|
BLAKE2b-256 checksum How to use checksums |
98cc115dcb410fae2cd7cc6ff88fdca1530c8e7a90f82b4c7250949d17e91514
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp313-cp313-musllinux_1_2_x86_64.whl
| Download URL | affine_mpc-0.4.0-cp313-cp313-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 1.7 MB |
| Tags | CPython 3.13 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
9dad9bf16b705a9a302ad4c01119deb83bd3ec044084088e0821ae8c5981a9f7
|
|
BLAKE2b-256 checksum How to use checksums |
b50f80ff6bb7607149fdbd5208a33e000224eb661bd4d085209cb4489d22771b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | affine_mpc-0.4.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 707.6 kB |
| Tags | CPython 3.13 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
27fbe3c98697871cded50f48ffe2956a6cb676704d5e368a00cd5753a501b9e0
|
|
BLAKE2b-256 checksum How to use checksums |
4ff4c7708cf82b88cc39f23debb4a957159bec90477088efa6de051b458c841e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | affine_mpc-0.4.0-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 492.6 kB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
9baf140561cc79234f8460c4be7ab285bef92ad0e9d83271c5965a8ec9229c8b
|
|
BLAKE2b-256 checksum How to use checksums |
b59be26ef878125548fec96a308648164054f077cdd438496d7b0c0a1a82dd6b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp312-cp312-win_amd64.whl
| Download URL | affine_mpc-0.4.0-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 705.2 kB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
38980694b97a239c9bba66eb96137b0a36f192997b16b27c8a9d6c4c4616bc1d
|
|
BLAKE2b-256 checksum How to use checksums |
98a1e6a6a2edde2b684287020af8b4b8aa309abb2d9c8a9e21937967c5103eec
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp312-cp312-musllinux_1_2_x86_64.whl
| Download URL | affine_mpc-0.4.0-cp312-cp312-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 1.7 MB |
| Tags | CPython 3.12 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
3644fd98f978fb93e3164358936867258c45a3446e7525dd85517c2f64645eac
|
|
BLAKE2b-256 checksum How to use checksums |
871cb734cd364821580323bc77643a8f98c7fbc6c505d9cdd302d6a927f0cc49
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | affine_mpc-0.4.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 707.5 kB |
| Tags | CPython 3.12 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
bdaa78a5a4f9810f40add4a38419a30a89495019493a44380ab8a16e8a1360de
|
|
BLAKE2b-256 checksum How to use checksums |
319c7549f47b140f2f40396439f3f236bbaf7c9abac4edbcb84c1ca68e96cd44
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | affine_mpc-0.4.0-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 492.6 kB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
7a842ae6ed2722ba8cd353cc1e3f860b328876e942ac703365e5f8e138cec84c
|
|
BLAKE2b-256 checksum How to use checksums |
3fd109d5b6fffe6e551b3f79f8409d0605b663e67ec4bfca5eb1e227c3ce5eb1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp311-cp311-win_amd64.whl
| Download URL | affine_mpc-0.4.0-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 701.2 kB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
ea7d56005e3ac70b368fb7f4da356d8dfaec578fc2400af0d0307232ea27d0a8
|
|
BLAKE2b-256 checksum How to use checksums |
c74bc886f58cb20f52440d6876e274e61afbd757e9a7ca03f0d33508262358eb
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp311-cp311-musllinux_1_2_x86_64.whl
| Download URL | affine_mpc-0.4.0-cp311-cp311-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 1.7 MB |
| Tags | CPython 3.11 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
9ffe666dccaf28832fb58091c801e73cc358855e54099e0520387b9be8bfcbe6
|
|
BLAKE2b-256 checksum How to use checksums |
971faaad7809667d21c3c79b193b3c134348849def240165595bd216070b2b80
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | affine_mpc-0.4.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 704.8 kB |
| Tags | CPython 3.11 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
d9df98e34822f7437653e973fb19e478b6bcb56eeb0b61ba31eb0e689c6664f2
|
|
BLAKE2b-256 checksum How to use checksums |
41d3a65499ceac23f5ce6064000257ea266d4a758688977ead259bf59b179b8f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | affine_mpc-0.4.0-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 491.8 kB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
f3c81cb0169d284e9d4cc1fa102e80bbe407f82451928a61a31fe53e669e73fc
|
|
BLAKE2b-256 checksum How to use checksums |
87ce685513e632392f8c8af2a6e3504edbf7265bb1b78dca1b3fec8ba6298306
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp310-cp310-win_amd64.whl
| Download URL | affine_mpc-0.4.0-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 699.9 kB |
| Tags | CPython 3.10 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
2fc81c1be0c897d9db30d2c2e707f0b568218678b54ca36aa02ca2ee7da0c31f
|
|
BLAKE2b-256 checksum How to use checksums |
26ba9715dbd06dd03e385fee5241df9971ccfba1dd465b9802795c7903eb6198
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp310-cp310-musllinux_1_2_x86_64.whl
| Download URL | affine_mpc-0.4.0-cp310-cp310-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 1.7 MB |
| Tags | CPython 3.10 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
b614f595043f5a5fb5a76d01c65fe131399201d97b38b08c7aeaee5c5d1e659f
|
|
BLAKE2b-256 checksum How to use checksums |
4b60bb6a2d8824eab77c6bd312e548bb74ff80415f3984138fd8b9d003778bca
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | affine_mpc-0.4.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 704.0 kB |
| Tags | CPython 3.10 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
fe703b385e07b9cce49d303386f0ca1d77fe766aede99a82645429aa57ad23f6
|
|
BLAKE2b-256 checksum How to use checksums |
51eafd735bfbcaded877ad2a32f01d2042600ebbefdda56d2c987bb95aaadbea
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logRelease files / affine_mpc-0.4.0-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | affine_mpc-0.4.0-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 490.9 kB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
a80c24b3d786d9d0bab9bcfd17999762be514b831ae4c85f20a3591cf5cbde24
|
|
BLAKE2b-256 checksum How to use checksums |
252942d52e6cc8fbf51cb8c721649897292872dbb2644920e49091e812acf14e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 27, 2026.
Transparency logSecurity for affine-mpc 0.4.0
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 25 files in this release have been uploaded with provenance metadata.
Attestation for affine_mpc-0.4.0.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 27, 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.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
