Metadata-Version: 2.1
Name: dictol
Version: 0.0.7
Summary: A dictionary learning package for classification
Home-page: https://github.com/tiepvupsu/dictol_python
Author: Tiep Vu
Author-email: vuhuutiep@gmail.com
License: UNKNOWN
Description: DICTOL - A Discriminative dictionary Learning Toolbox for Classification (Python 2.7 version).
        ==============================================================================================
        
        *This repo is a part of our `LRSDL
        project <http://signal.ee.psu.edu/lrsdl.html>`__.*
        
        **Related publications:**
        
        1. Tiep H. Vu, Vishal Monga. “Learning a low-rank shared dictionary for
           object classification.” *International Conference on Image Processing
           (ICIP)* 2016. `[paper] <http://arxiv.org/abs/1602.00310>`__.
        
        2. Tiep H. Vu, Vishal Monga. “Fast Low-rank Shared Dictionary Learning
           for Image Classification.” *IEEE Transactions on Image Processing*
           26.11(2017):5160-5175
           `[paper] <https://arxiv.org/pdf/1610.08606.pdf>`__.
        
        **Author: `Tiep Vu <http://www.personal.psu.edu/thv102/>`__**
        
        *This repository contains the following methods: SRC, ODL, DLSI, FDDL,
        COPAR, LRSDL*
        
        If you experience any bugs, please let me know via the
        `**Issues** <https://github.com/tiepvupsu/DICTOL_python/issues>`__ tab.
        I’d really appreciate and fix the error ASAP. Thank you.
        
        For more information, please see its corresponding `**MATLAB
        version** <https://github.com/tiepvupsu/DICTOL>`__.
        
        Packages required
        =================
        
        1. numpy
        2. scipy
        
        Installation
        ============
        
        ::
        
            pip install dictol
        
        Demo
        ====
        
        ::
        
            import dictol
            dictol.demo()
        
        Contact information
        ===================
        
        ::
        
            Tiep Vu: 
                + vuhuutiep@gmail.com 
                + http://www.personal.psu.edu/thv102/
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 2.7
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
