alpaqa
Alpaqa is an efficient implementation of the Augmented Lagrangian method for general nonlinear programming problems,
which uses the first-order, matrix-free PANOC algorithm as an inner solver.
The numerical algorithms themselves are implemented in C++ for optimal performance,
and they are exposed as an easy-to-use Python package.
The solvers in this library solve minimization problems of the following form:
The objective function f(x) and the constraints function g(x) should have a Lipschitz-continuous gradient.
Documentation
Sphinx documentation
Doxygen documentation
Python examples
C++ examples
Installation
The project is available on PyPI:
python3 -m pip install alpaqa
For more information, please see the full installation instructions.
1 maintainer
Metadata
1 maintainer
Release files for alpaqa 0.0.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| alpaqa-0.0.1.tar.gz | 148.1 kB | Details |
Built distributions (wheels)
Total release size: 28.0 MB
Release files / alpaqa-0.0.1.tar.gz
| Download URL | alpaqa-0.0.1.tar.gz |
|---|---|
| Size | 148.1 kB |
| Tags | Source |
|
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twine/4.0.1 CPython/3.9.13
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Release files / alpaqa-0.0.1-cp310-cp310-win_amd64.whl
| Download URL | alpaqa-0.0.1-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 3.2 MB |
| Tags | CPython 3.10 Windows x86-64 |
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No |
| Uploaded via |
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Release files / alpaqa-0.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_27_x86_64.whl
| Download URL | alpaqa-0.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_27_x86_64.whl |
|---|---|
| Size | 3.7 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 Linux glibc 2.27+ x86-64 |
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No |
| Uploaded via |
twine/4.0.1 CPython/3.10.6
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Release files / alpaqa-0.0.1-cp39-cp39-win_amd64.whl
| Download URL | alpaqa-0.0.1-cp39-cp39-win_amd64.whl |
|---|---|
| Size | 3.2 MB |
| Tags | CPython 3.9 Windows x86-64 |
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twine/4.0.1 CPython/3.9.13
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Release files / alpaqa-0.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_27_x86_64.whl
| Download URL | alpaqa-0.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_27_x86_64.whl |
|---|---|
| Size | 3.7 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 Linux glibc 2.27+ x86-64 |
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twine/4.0.1 CPython/3.9.13
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Release files / alpaqa-0.0.1-cp38-cp38-win_amd64.whl
| Download URL | alpaqa-0.0.1-cp38-cp38-win_amd64.whl |
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| Size | 3.2 MB |
| Tags | CPython 3.8 Windows x86-64 |
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Release files / alpaqa-0.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_27_x86_64.whl
| Download URL | alpaqa-0.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_27_x86_64.whl |
|---|---|
| Size | 3.7 MB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-64 Linux glibc 2.27+ x86-64 |
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| Uploaded via |
twine/4.0.1 CPython/3.8.13
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Release files / alpaqa-0.0.1-cp37-cp37m-win_amd64.whl
| Download URL | alpaqa-0.0.1-cp37-cp37m-win_amd64.whl |
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| Size | 3.2 MB |
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Release files / alpaqa-0.0.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_27_x86_64.whl
| Download URL | alpaqa-0.0.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_27_x86_64.whl |
|---|---|
| Size | 3.7 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 Linux glibc 2.27+ x86-64 |
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