Metadata-Version: 2.1
Name: sinabs
Version: 0.1.dev5
Summary: A spiking deep neural network simulator, and neuromoprhic hardware emulator
Home-page: UNKNOWN
Author: aiCTX AG
Author-email: sadique.sheik@aictx.ai
License: GNU AGPLv3, Copyright (c) 2019 aiCTX AG
Project-URL: Source, https://gitlab.com/aiCTX/sinabs/
Project-URL: Documentation, https://aictx.gitlab.io/sinabs
Description: ![PyPI - Package](https://img.shields.io/pypi/v/sinabs.svg) [![Documentation Status](https://img.shields.io/badge/docs-ok-green)](https://aictx.gitlab.io/sinabs) ![PyPI - Python Version](https://img.shields.io/pypi/pyversions/sinabs?logo=python) ![Black - formatter](https://img.shields.io/badge/code%20style-black-black) ![PyPI - Downloads](https://img.shields.io/pypi/dd/sinabs)
        
        
        SINABS
        ======
        
        Getting started
        ---------------
        
        **Sinabs Is Not A Brain Simulator**
        
        **NOTE**: This project is mirrored to gitlab.com/aiCTX/sinabs and is managed by aiCTX AG.
        
        `sinabs` (pytorch based library) is developed to design and implement 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 keras conveniently to test their `spiking` equivalent implementation.
        
        **NOTE**: The conversion of CNNs to SCNNs is still a subject of research and we strive to keep the library updated to the state-of-the art in addition to providing options to compare various approaches both at a high level abstraction to low level implementation details.
        
        **NOTE**: This library is an alpha release state and is subject to API changes.
        
        Installation
        ------------
        
        You can install `sinabs` with pip:
        
        ```
        pip install sinabs
        ```
        
        If you want to develop or have access to source code of sinabs, download the package from the git repository:
        
        ```
        $ cd <to/your/software/folder>
        $ git clone https://gitlab.com/aiCTX/sinabs.git>
        $ cd sinabs
        $ pip install -e . --user
        ```
        
        For developers, we recommend that you install this package as a development version so that you can update the package without reinstalling the package.
        Checkout our quick instructional on how to create a project based on `sinabs` within a virtual environment using [pyenv+pipenv](https://aictx.gitlab.io/sinabs/howto/python_pyenv_pipenv.html)
        
        Documentation and Examples
        --------------------------
        
        [https://aictx.gitlab.io/sinabs](https://aictx.gitlab.io/sinabs)
        
        
        If you would like to generate documentation locally, you can do that using `sphynx`.
        
        You can generate a sphynx documentation for this package by running the the following command.
        
        *Requirements*: sphinx, pandoc, nbsphinx
        
        ```
        $ cd /path/to/sinabs/docs/
        $ make html
        $ firefox build/html/index.html
        ```
        
        This will build and auto generate html documentation at `sinabs/docs/build/html/index.html`
        
        License
        -------
        
        `sinabs` is published under AGPL v3.0. See the LICENSE file for details.
        
        
        Contributing to `sinabs`
        ------------------------
        
        Checkout [CONTRIBUTING.md](CONTRIBUTING.md)
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: GNU Affero General Public License v3 or later (AGPLv3+)
Requires-Python: >=3.6
Description-Content-Type: text/markdown
