Metadata-Version: 2.1
Name: cvnn
Version: 0.3.40
Summary: Library to help implement a complex-valued neural network (cvnn) using tensorflow as back-end
Home-page: https://github.com/NEGU93/cvnn
Author: J Agustin BARRACHINA
Author-email: joseagustin.barra@gmail.com
License: MIT
Description: # Complex-Valued Neural Networks (CVNN)
        Done by @NEGU93 - J. Agustin Barrachina
        
        [![Documentation Status](https://readthedocs.org/projects/complex-valued-neural-networks/badge/?version=latest)](https://complex-valued-neural-networks.readthedocs.io/en/latest/?badge=latest) [![PyPI version](https://badge.fury.io/py/cvnn.svg)](https://badge.fury.io/py/cvnn)
        
        This is a library that uses [Tensorflow](https://www.tensorflow.org) as a back-end to do complex-valued neural networks as, as far as I know, CVNNs are barely supported by Tensorflow and not even supported yet for [pytorch](https://github.com/pytorch/pytorch/issues/755) (reason why I decided to use Tensorflow for this library).
        
        ## Documentation
        
        Please [Read the Docs](https://complex-valued-neural-networks.readthedocs.io/en/latest/index.html)
        
        ## Instalation Guide:
        
        Using [PIP](https://pypi.org/project/cvnn/)
        
        **Vanilla Version**
        installs all the minimum dependencies.
        
        ```
        pip install cvnn
        ```
        **Plot capabilities**
        has the posibility to plot the results obtained with the training with several plot libraries.
        
        ```
        pip install cvnn[plotter]
        ```
        
        **Full Version** installs full version with all features
        
        ```
        pip install cvnn[full]
        ```
        
        ## About me & Motivation
        
        [My personal website](https://negu93.github.io/agustinbarrachina/)
        
        I am a PhD student from [Ecole CentraleSupelec](https://www.centralesupelec.fr/)
        with a scholarship from [ONERA](https://www.onera.fr/en) and the [DGA](https://www.defense.gouv.fr/dga)
        
        I am basically working with Complex-Valued Neural Networks for my PhD topic.
        In the need of making my coding more dynamic I build a library not to have to repeat the same code over and over for little changes and accelerate therefore my coding.
        
        ## Cite Me
        
        Code:
        ```
        @MISC {NEGU93-CVNN,
            author       = {J. Agustin Barrachina},
            title        = {Complex-Valued Neural Networks (CVNN)},
            howpublished = {\url{https://github.com/NEGU93/cvnn}},
            journal      = {GitHub repository},
            year         = {2019}
        }
        ```
        Paper:
        ```
        @misc{barrachina2020complexvalued,
            title={Complex-Valued vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data},
            author={Jose Agustin Barrachina and Chenfang Ren and Christele Morisseau and Gilles Vieillard and Jean-Philippe Ovarlez},
            year={2020},
            eprint={2009.08340},
            archivePrefix={arXiv},
            primaryClass={stat.ML}
        }
        ```
        
Keywords: cvnn
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Description-Content-Type: text/markdown
Provides-Extra: plotter
Provides-Extra: full
