Metadata-Version: 2.1
Name: sinabs
Version: 0.3.4.dev4
Summary: SynSense Spiking Neural Network simulator for deep neural networks (DNNs).
Home-page: UNKNOWN
Author: SynSense (formerly AiCTX)
Author-email: sinabs@synsense.ai
License: GNU AGPLv3
Project-URL: Source code, https://github.com/synsense/sinabs
Project-URL: Documentation, https://readthedocs.org/projects/sinabs/
Keywords: spiking neural networks,machine learning,SNN
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Environment :: Console
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: GNU Affero General Public License v3 or later (AGPLv3+)
Classifier: Programming Language :: Python :: 3
Description-Content-Type: text/markdown
Requires-Dist: pbr
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: torch (>=1.8)

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[![Documentation Status](https://readthedocs.org/projects/sinabs/badge/?version=main)](https://sinabs.readthedocs.io/en/latest/?badge=main)
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![sinabs](docs/_static/sinabs-logo-lowercase-whitebg.png)

Sinabs (Sinabs Is Not A Brain Simulator) is a python library for the development and implementation of Spiking Convolutional Neural Networks (SCNNs).
The library implements several layers that are `spiking` equivalents of CNN layers.
In addition it provides support to import CNN models implemented in torch conveniently to test their `spiking` equivalent implementation.
This project is managed by SynSense (former aiCTX AG).

Installation
------------
For the stable release on the main branch:
```
pip install sinabs
```
or (thanks to [@Tobias-Fischer](https://github.com/Tobias-Fischer))
```
conda install -c conda-forge sinabs
```

For the latest pre-release on the develop branch that passed the tests:
```
pip install sinabs --pre
```
The package has been tested on the following configurations
[![](http://github-actions.40ants.com/synsense/sinabs/matrix.svg?only=ci.multitest)](https://github.com/synsense/sinabs)


Documentation and Examples
--------------------------
[https://sinabs.readthedocs.io/](https://sinabs.readthedocs.io/)

Questions? Feedback?
--------------------
Please join us on the [#sinabs Discord channel](https://discord.gg/V6FHBZURkg)!

License
-------
Sinabs is published under AGPL v3.0. See the LICENSE file for details.


Contributing to Sinabs
------------------------
Checkout the [contributing](https://sinabs.readthedocs.io/en/latest/about/contributing.html) page for more info.



