| Name | qoco JSON |
| Version |
0.1.2
JSON |
| download |
| home_page | None |
| Summary | QOCO: Quadratic Objective Conic Optimizer |
| upload_time | 2025-02-10 03:43:12 |
| maintainer | None |
| docs_url | None |
| author | None |
| requires_python | >=3.8 |
| license | None |
| keywords |
|
| VCS |
 |
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
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No Travis.
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| coveralls test coverage |
No coveralls.
|
# QOCO Python
<p align="center">
<img src="https://github.com/user-attachments/assets/7bd44fa7-d198-4739-bb79-a5c15e04a8de" alt="drawing" width="500"/>
</p>
<p align="center">
<a href=https://github.com/qoco-org/qoco-python/actions/workflows/unit_tests.yml/badge.svg"><img src="https://github.com/qoco-org/qoco-python/actions/workflows/unit_tests.yml/badge.svg"/></a>
<a href="https://img.shields.io/pypi/dm/qoco.svg?label=Pypi%20downloads"><img src="https://img.shields.io/pypi/dm/qoco.svg?label=Pypi%20downloads" alt="PyPI Downloads" /></a>
<a href="https://qoco-org.github.io/qoco/"><img src="https://img.shields.io/badge/docs-online-brightgreen?logo=read-the-docs&style=flat" alt="Documentation" /></a>
<a href="https://opensource.org/licenses/BSD-3-Clause"><img src="https://img.shields.io/badge/License-BSD_3--Clause-green.svg" alt="License" /></a>
</p>
This repository contains the python wrapper for [QOCO](https://github.com/qoco-org/qoco) and the code generator QOCOGEN.
QOCOGEN is a code generator which takes in an second-order cone program problem family and generates a customized C solver (called qoco_custom) for the specified problem family which implements the same algorithm as QOCO. This customized solver is library-free, only uses static memory allocation, and can be a few times faster than QOCO.
## Installation and Usage
You can install `qoco-python` by running `pip install qoco`.
For instructions on using the wrapper for QOCO, refer to [API](https://qoco-org.github.io/qoco/api/matlab.html#matlab-interface), and [simple example](https://qoco-org.github.io/qoco/examples/simple_example.html#simple-example) for an example of solving a simple SOCP with the python wrapper.
For instructions on using QOCOGEN, refer to the [documentation](https://qoco-org.github.io/qoco/codegen/index.html).
## Tests
To run tests, first install cvxpy and pytest
```bash
pip install cvxpy pytest
```
and execute:
```bash
pytest
```
## Bug reports
File any issues or bug reports using the [issue tracker](https://github.com/qoco-org/qoco-python/issues).
## Citing
```
@misc{chari2025qoco,
author = {Chari, Govind M. and Acikmese, Behcet},
title = {QOCO},
year = {2025},
publisher = {GitHub},
journal = {GitHub repository},
howpublished = {\url{https://github.com/qoco-org/qoco}},
}
```
## License
QOCO is licensed under the BSD-3-Clause license.
Raw data
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"description": "# QOCO Python\n<p align=\"center\">\n <img src=\"https://github.com/user-attachments/assets/7bd44fa7-d198-4739-bb79-a5c15e04a8de\" alt=\"drawing\" width=\"500\"/>\n</p>\n\n<p align=\"center\">\n <a href=https://github.com/qoco-org/qoco-python/actions/workflows/unit_tests.yml/badge.svg\"><img src=\"https://github.com/qoco-org/qoco-python/actions/workflows/unit_tests.yml/badge.svg\"/></a>\n <a href=\"https://img.shields.io/pypi/dm/qoco.svg?label=Pypi%20downloads\"><img src=\"https://img.shields.io/pypi/dm/qoco.svg?label=Pypi%20downloads\" alt=\"PyPI Downloads\" /></a>\n <a href=\"https://qoco-org.github.io/qoco/\"><img src=\"https://img.shields.io/badge/docs-online-brightgreen?logo=read-the-docs&style=flat\" alt=\"Documentation\" /></a>\n <a href=\"https://opensource.org/licenses/BSD-3-Clause\"><img src=\"https://img.shields.io/badge/License-BSD_3--Clause-green.svg\" alt=\"License\" /></a>\n</p>\n\nThis repository contains the python wrapper for [QOCO](https://github.com/qoco-org/qoco) and the code generator QOCOGEN.\n\nQOCOGEN is a code generator which takes in an second-order cone program problem family and generates a customized C solver (called qoco_custom) for the specified problem family which implements the same algorithm as QOCO. This customized solver is library-free, only uses static memory allocation, and can be a few times faster than QOCO.\n\n## Installation and Usage\n\nYou can install `qoco-python` by running `pip install qoco`.\n\nFor instructions on using the wrapper for QOCO, refer to [API](https://qoco-org.github.io/qoco/api/matlab.html#matlab-interface), and [simple example](https://qoco-org.github.io/qoco/examples/simple_example.html#simple-example) for an example of solving a simple SOCP with the python wrapper.\n\nFor instructions on using QOCOGEN, refer to the [documentation](https://qoco-org.github.io/qoco/codegen/index.html).\n\n## Tests\nTo run tests, first install cvxpy and pytest\n```bash\npip install cvxpy pytest\n```\n\nand execute:\n\n```bash\npytest\n```\n\n## Bug reports\n\nFile any issues or bug reports using the [issue tracker](https://github.com/qoco-org/qoco-python/issues).\n\n## Citing\n```\n @misc{chari2025qoco,\n author = {Chari, Govind M. and Acikmese, Behcet},\n title = {QOCO},\n year = {2025},\n publisher = {GitHub},\n journal = {GitHub repository},\n howpublished = {\\url{https://github.com/qoco-org/qoco}},\n }\n```\n\n## License\nQOCO is licensed under the BSD-3-Clause license.\n",
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