Metadata-Version: 1.1
Name: pyldpc
Version: 0.4
Summary: Simulation of Low Density Parity Check Codes
Home-page: https://github.com/janatiH/pyldpc
Author: Hicham Janati
Author-email: hicham.janati@outlook.fr
License: MIT
Description: ============================                               
        **Simulation of LDPC Codes**
        ============================
        *version 0.4*
        
        In Brief:
        ---------
        - Generates coding and decoding matrices.
        - Probabilistic decoding: Belief Propagation algorithm.
        - Images transmission simulation (AGWN):
        
        e.g of decoding: 
        
        .. image:: http://img15.hostingpics.net/pics/230358rgbeyecomparedecodednoisy6.jpg 
        .. image:: http://img15.hostingpics.net/pics/274817liondecoding06.png
        
        
        Tutorials:
        ----------
        
        Jupyter notebooks:
        
        - For LDPC construction details: `pyLDPC construction <https://github.com/janatiH/pyldpc/blob/master/pyLDPC-Presentation.ipynb>`_
        
        - For Images coding/decoding Tutorial: `Images Tutorial <https://github.com/janatiH/pyldpc/blob/master/ImagesCoding.ipynb>`_
        
        
        version 0.4: 
        ------------
        
         **Contains:** 
        
        1. Coding and decoding matrices Generators:
            - Regular parity-check matrix using Callager's method.
            - Coding Matrix G both non-systematic and systematic.
        2. Coding function adding Additive White Gaussian Noise. 
        3. Decoding functions using Probabilistic Decoding (Belief propagation algorithm):
            - Default BP algorithm.
            - Full-log BP algorithm.
        4. Images transmission sub-module:
            - Coding and Decoding Grayscale Images.
            - Coding and Decoding RGB Images.
        
         **What's new:** 
        
        - Images sub-module
        - Using Signal-Noise-Ratio (SNR) instead of AWGN's variance. 
        
        
        In the upcoming versions: 
        -------------------------
        
        In the upcoming versions: 
        
        - Irregular Parity Check Matrices. 
        - Text Transmission functions. 
        - Sound Transmission functions. 
        
        Contact:
        --------
        Please contact hicham.janati@ensae.fr for any bug encountered / any further information. 
        
        
Keywords: codes ldpc image decoding coding callager
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3.4
Classifier: Development Status :: 4 - Beta
Classifier: Environment :: MacOS X
Classifier: Framework :: IPython
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Telecommunications Industry
Classifier: Natural Language :: English
Classifier: Natural Language :: French
