Metadata-Version: 2.1
Name: KapoorLabs-Lightning
Version: 5.5.5
Summary: Lightning modules for KapoorLabs specific projects
Home-page: https://github.com/Kapoorlabs-CAPED/KapoorLabs-Lightning
Author: Varun Kapoor, Mari Tolonen, Jakub Sedzinski
Author-email: randomaccessiblekapoor@gmail.com
License: BSD-3-Clause
Project-URL: Bug Tracker, https://github.com/Kapoorlabs-CAPED/KapoorLabs-Lightning/issues
Project-URL: Documentation, https://github.com/Kapoorlabs-CAPED/KapoorLabs-Lightning#README.md
Project-URL: Source Code, https://github.com/Kapoorlabs-CAPED/KapoorLabs-Lightning
Project-URL: User Support, https://github.com/Kapoorlabs-CAPED/KapoorLabs-Lightning/issues
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: BSD License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Topic :: Scientific/Engineering :: Image Processing
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy
Requires-Dist: torch
Requires-Dist: torchvision
Requires-Dist: lightning
Requires-Dist: h5py
Requires-Dist: rich
Requires-Dist: tox
Requires-Dist: pytest-cov
Requires-Dist: pyntcloud
Requires-Dist: trackastra
Provides-Extra: testing
Requires-Dist: tox; extra == "testing"
Requires-Dist: pytest; extra == "testing"
Requires-Dist: pytest-cov; extra == "testing"

# KapoorLabs-Lightning


# Developed by KapoorLabs


<img src="images/mtrack.png" alt="Logo1" width="150"/>
<img src="images/kapoorlablogo.png" alt="Logo2" width="150"/>

This product is a testament to our expertise at KapoorLabs, where we specialize in creating cutting-edge solutions. We offer bespoke pipeline development services, transforming your developmental biology questions into publishable figures with our advanced computer vision and AI tools. Leverage our expertise and resources to achieve end-to-end solutions that make your research stand out.

**Note:** The tools and pipelines showcased here represent only a fraction of what we can achieve. For tailored and comprehensive solutions beyond what was done in the referenced publication, engage with us directly. Our team is ready to provide the expertise and custom development you need to take your research to the next level. Visit us at [KapoorLabs](https://www.kapoorlabs.org/).



[![License BSD-3](https://img.shields.io/pypi/l/KapoorLabs-Lightning.svg?color=green)](https://github.com/Kapoorlabs-CAPED/KapoorLabs-Lightning/raw/main/LICENSE)
[![PyPI](https://img.shields.io/pypi/v/KapoorLabs-Lightning.svg?color=green)](https://pypi.org/project/KapoorLabs-Lightning)
[![Python Version](https://img.shields.io/pypi/pyversions/KapoorLabs-Lightning.svg?color=green)](https://python.org)
[![codecov](https://codecov.io/gh/Kapoorlabs-CAPED/KapoorLabs-Lightning/branch/main/graph/badge.svg)](https://codecov.io/gh/Kapoorlabs-CAPED/KapoorLabs-Lightning)




## Lightning modules for KapoorLabs specific projects

----------------------------------

This [caped] package was generated with [Cookiecutter] using [@caped]'s [cookiecutter-template] template.



## Installation

You can install `KapoorLabs-Lightning` via [pip]:

    pip install KapoorLabs-Lightning



To install latest development version :

    pip install git+https://github.com/Kapoorlabs-CAPED/KapoorLabs-Lightning.git


## Contributing

Contributions are very welcome. Tests can be run with [tox], please ensure
the coverage at least stays the same before you submit a pull request.

## License

Distributed under the terms of the [BSD-3] license,
"KapoorLabs-Lightning" is free and open source software

## Issues

If you encounter any problems, please [file an issue] along with a detailed description.


[pip]: https://pypi.org/project/pip/
[caped]: https://github.com/Kapoorlabs-CAPED
[Cookiecutter]: https://github.com/audreyr/cookiecutter
[@caped]: https://github.com/Kapoorlabs-CAPED
[MIT]: http://opensource.org/licenses/MIT
[BSD-3]: http://opensource.org/licenses/BSD-3-Clause
[GNU GPL v3.0]: http://www.gnu.org/licenses/gpl-3.0.txt
[GNU LGPL v3.0]: http://www.gnu.org/licenses/lgpl-3.0.txt
[Apache Software License 2.0]: http://www.apache.org/licenses/LICENSE-2.0
[Mozilla Public License 2.0]: https://www.mozilla.org/media/MPL/2.0/index.txt
[cookiecutter-template]: https://github.com/Kapoorlabs-CAPED/cookiecutter-template

[file an issue]: https://github.com/Kapoorlabs-CAPED/KapoorLabs-Lightning/issues

[caped]: https://github.com/Kapoorlabs-CAPED/
[tox]: https://tox.readthedocs.io/en/latest/
[pip]: https://pypi.org/project/pip/
[PyPI]: https://pypi.org/
