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Proximal Augmented Lagrangian method for Quadratic Programs

QPALM is a numerical optimization package that finds stationary points of (possibly nonconvex) quadratic programs, that is
\begin{equation*} \begin{aligned} & \underset{x}{\textbf{minimize}} & & \tfrac12 x^\top Q x + q^\top x\\ & \textbf{subject to} & & b_\mathrm{min} \le Ax \le b_\mathrm{max} \\ \end{aligned} \end{equation*}

Documentation

The documentation can be found at: https://kul-optec.github.io/QPALM/Doxygen

Installation

Python

The QPALM Python interface is available from PyPI, you can install it using:
python3 -m pip install qpalm

Julia, Matlab, C/C++/Fortran

Installation instructions for the Julia, Matlab, C, C++ and Fortran interfaces, as well as instructions for building QPALM from source, can be found on GitHub.

Supported platforms

QPALM is written in C, with interfaces for C++, Python, Julia, Matlab and Fortran. The code itself is portable across all major platforms. Binaries are available for Linux on x86-64, AArch64, ARMv7 and ARMv6, for macOS on x86-64 and ARM64, and for Windows on x86-64.

Benchmarks

Check out the papers below for detailed benchmark tests comparing QPALM with state-of-the-art solvers.

Citing

If you use QPALM in your research, please cite the following paper:
@inproceedings{hermans2019qpalm,
    author      = {Hermans, B. and Themelis, A. and Patrinos, P.},
    booktitle   = {58th IEEE Conference on Decision and Control},
    title       = {{QPALM}: {A} {N}ewton-type {P}roximal {A}ugmented {L}agrangian {M}ethod for {Q}uadratic {P}rograms},
    year        = {2019},
    volume      = {},
    number      = {},
    pages       = {},
    doi         = {},
    issn        = {},
    month       = {Dec.},
}

Metadata

Release files for qpalm 1.3.0

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

Source distribution (sdist)

Source distribution for qpalm 1.3.0
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qpalm-1.3.0.tar.gz 94.8 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for qpalm 1.3.0
File
qpalm-1.3.0-cp315-cp315t-win_arm64.whl CPython 3.15 CPython 3.15 free-threading Windows ARM64 Details
qpalm-1.3.0-cp315-cp315t-win_amd64.whl CPython 3.15 CPython 3.15 free-threading Windows x86-64 Details
qpalm-1.3.0-cp315-cp315t-macosx_11_0_arm64.whl CPython 3.15 CPython 3.15 free-threading macOS 11.0+ ARM64 Details
qpalm-1.3.0-cp315-cp315t-macosx_10_15_x86_64.whl CPython 3.15 CPython 3.15 free-threading macOS 10.15+ x86-64 Details
qpalm-1.3.0-cp315-cp315t-macosx_10_15_universal2.whl CPython 3.15 CPython 3.15 free-threading macOS 10.15+ universal2 (ARM64, x86-64) Details
qpalm-1.3.0-cp315-cp315-win_arm64.whl CPython 3.15 CPython 3.15 Windows ARM64 Details
qpalm-1.3.0-cp315-cp315-win_amd64.whl CPython 3.15 CPython 3.15 Windows x86-64 Details
qpalm-1.3.0-cp315-cp315-manylinux_2_27_x86_64.whl CPython 3.15 CPython 3.15 Linux glibc 2.27+ x86-64 Details
qpalm-1.3.0-cp315-cp315-manylinux_2_27_armv7l.whl CPython 3.15 CPython 3.15 Linux glibc 2.27+ ARMv7l Details
qpalm-1.3.0-cp315-cp315-manylinux_2_27_aarch64.whl CPython 3.15 CPython 3.15 Linux glibc 2.27+ ARM64 Details
qpalm-1.3.0-cp315-cp315-macosx_11_0_arm64.whl CPython 3.15 CPython 3.15 macOS 11.0+ ARM64 Details
qpalm-1.3.0-cp315-cp315-macosx_10_15_x86_64.whl CPython 3.15 CPython 3.15 macOS 10.15+ x86-64 Details
qpalm-1.3.0-cp315-cp315-macosx_10_15_universal2.whl CPython 3.15 CPython 3.15 macOS 10.15+ universal2 (ARM64, x86-64) Details
qpalm-1.3.0-cp315-cp315-linux_armv6l.whl CPython 3.15 CPython 3.15 linux armv6l Details
qpalm-1.3.0-cp314-cp314t-win_arm64.whl CPython 3.14 CPython 3.14 free-threading Windows ARM64 Details
qpalm-1.3.0-cp314-cp314t-win_amd64.whl CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
qpalm-1.3.0-cp314-cp314t-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 Details
qpalm-1.3.0-cp314-cp314t-macosx_10_15_x86_64.whl CPython 3.14 CPython 3.14 free-threading macOS 10.15+ x86-64 Details
qpalm-1.3.0-cp314-cp314t-macosx_10_15_universal2.whl CPython 3.14 CPython 3.14 free-threading macOS 10.15+ universal2 (ARM64, x86-64) Details
qpalm-1.3.0-cp314-cp314-win_arm64.whl CPython 3.14 CPython 3.14 Windows ARM64 Details
qpalm-1.3.0-cp314-cp314-win_amd64.whl CPython 3.14 CPython 3.14 Windows x86-64 Details
qpalm-1.3.0-cp314-cp314-manylinux_2_27_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.27+ x86-64 Details
qpalm-1.3.0-cp314-cp314-manylinux_2_27_armv7l.whl CPython 3.14 CPython 3.14 Linux glibc 2.27+ ARMv7l Details
qpalm-1.3.0-cp314-cp314-manylinux_2_27_aarch64.whl CPython 3.14 CPython 3.14 Linux glibc 2.27+ ARM64 Details
qpalm-1.3.0-cp314-cp314-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
qpalm-1.3.0-cp314-cp314-macosx_10_15_x86_64.whl CPython 3.14 CPython 3.14 macOS 10.15+ x86-64 Details
qpalm-1.3.0-cp314-cp314-macosx_10_15_universal2.whl CPython 3.14 CPython 3.14 macOS 10.15+ universal2 (ARM64, x86-64) Details
qpalm-1.3.0-cp314-cp314-linux_armv6l.whl CPython 3.14 CPython 3.14 linux armv6l Details
qpalm-1.3.0-cp313-cp313-win_arm64.whl CPython 3.13 CPython 3.13 Windows ARM64 Details
qpalm-1.3.0-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
qpalm-1.3.0-cp313-cp313-manylinux_2_27_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.27+ x86-64 Details
qpalm-1.3.0-cp313-cp313-manylinux_2_27_armv7l.whl CPython 3.13 CPython 3.13 Linux glibc 2.27+ ARMv7l Details
qpalm-1.3.0-cp313-cp313-manylinux_2_27_aarch64.whl CPython 3.13 CPython 3.13 Linux glibc 2.27+ ARM64 Details
qpalm-1.3.0-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
qpalm-1.3.0-cp313-cp313-macosx_10_15_x86_64.whl CPython 3.13 CPython 3.13 macOS 10.15+ x86-64 Details
qpalm-1.3.0-cp313-cp313-macosx_10_15_universal2.whl CPython 3.13 CPython 3.13 macOS 10.15+ universal2 (ARM64, x86-64) Details
qpalm-1.3.0-cp313-cp313-linux_armv6l.whl CPython 3.13 CPython 3.13 linux armv6l Details
qpalm-1.3.0-cp312-cp312-win_arm64.whl CPython 3.12 CPython 3.12 Windows ARM64 Details
qpalm-1.3.0-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
qpalm-1.3.0-cp312-cp312-manylinux_2_27_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.27+ x86-64 Details
qpalm-1.3.0-cp312-cp312-manylinux_2_27_armv7l.whl CPython 3.12 CPython 3.12 Linux glibc 2.27+ ARMv7l Details
qpalm-1.3.0-cp312-cp312-manylinux_2_27_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.27+ ARM64 Details
qpalm-1.3.0-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
qpalm-1.3.0-cp312-cp312-macosx_10_15_x86_64.whl CPython 3.12 CPython 3.12 macOS 10.15+ x86-64 Details
qpalm-1.3.0-cp312-cp312-macosx_10_15_universal2.whl CPython 3.12 CPython 3.12 macOS 10.15+ universal2 (ARM64, x86-64) Details
qpalm-1.3.0-cp312-cp312-linux_armv6l.whl CPython 3.12 CPython 3.12 linux armv6l Details
qpalm-1.3.0-cp311-cp311-win_arm64.whl CPython 3.11 CPython 3.11 Windows ARM64 Details
qpalm-1.3.0-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
qpalm-1.3.0-cp311-cp311-manylinux_2_27_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.27+ x86-64 Details
qpalm-1.3.0-cp311-cp311-manylinux_2_27_armv7l.whl CPython 3.11 CPython 3.11 Linux glibc 2.27+ ARMv7l Details
qpalm-1.3.0-cp311-cp311-manylinux_2_27_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.27+ ARM64 Details
qpalm-1.3.0-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
qpalm-1.3.0-cp311-cp311-macosx_10_15_x86_64.whl CPython 3.11 CPython 3.11 macOS 10.15+ x86-64 Details
qpalm-1.3.0-cp311-cp311-macosx_10_15_universal2.whl CPython 3.11 CPython 3.11 macOS 10.15+ universal2 (ARM64, x86-64) Details
qpalm-1.3.0-cp311-cp311-linux_armv6l.whl CPython 3.11 CPython 3.11 linux armv6l Details
qpalm-1.3.0-cp310-cp310-win_arm64.whl CPython 3.10 CPython 3.10 Windows ARM64 Details
qpalm-1.3.0-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
qpalm-1.3.0-cp310-cp310-manylinux_2_27_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.27+ x86-64 Details
qpalm-1.3.0-cp310-cp310-manylinux_2_27_armv7l.whl CPython 3.10 CPython 3.10 Linux glibc 2.27+ ARMv7l Details
qpalm-1.3.0-cp310-cp310-manylinux_2_27_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.27+ ARM64 Details
qpalm-1.3.0-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
qpalm-1.3.0-cp310-cp310-macosx_10_15_x86_64.whl CPython 3.10 CPython 3.10 macOS 10.15+ x86-64 Details
qpalm-1.3.0-cp310-cp310-macosx_10_15_universal2.whl CPython 3.10 CPython 3.10 macOS 10.15+ universal2 (ARM64, x86-64) Details
qpalm-1.3.0-cp310-cp310-linux_armv6l.whl CPython 3.10 CPython 3.10 linux armv6l Details
qpalm-1.3.0-cp39-cp39-win_arm64.whl CPython 3.9 CPython 3.9 Windows ARM64 Details
qpalm-1.3.0-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details
qpalm-1.3.0-cp39-cp39-manylinux_2_27_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.27+ x86-64 Details
qpalm-1.3.0-cp39-cp39-manylinux_2_27_armv7l.whl CPython 3.9 CPython 3.9 Linux glibc 2.27+ ARMv7l Details
qpalm-1.3.0-cp39-cp39-manylinux_2_27_aarch64.whl CPython 3.9 CPython 3.9 Linux glibc 2.27+ ARM64 Details
qpalm-1.3.0-cp39-cp39-macosx_11_0_arm64.whl CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
qpalm-1.3.0-cp39-cp39-macosx_10_15_x86_64.whl CPython 3.9 CPython 3.9 macOS 10.15+ x86-64 Details
qpalm-1.3.0-cp39-cp39-macosx_10_15_universal2.whl CPython 3.9 CPython 3.9 macOS 10.15+ universal2 (ARM64, x86-64) Details
qpalm-1.3.0-cp39-cp39-linux_armv6l.whl CPython 3.9 CPython 3.9 linux armv6l Details

Total release size: 64.8 MB

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