Metadata-Version: 1.1
Name: deepwalk
Version: 1.0.0
Summary: DeepWalk online learning of social representations.
Home-page: https://github.com/phanein/deepwalk
Author: Bryan Perozzi
Author-email: bperozzi@cs.stonybrook.edu
License: GPLv3
Description: ===============================
        DeepWalk
        ===============================
        
        Usage
        -----
        $deepwalk --help
        
        input:  adjacency list
        
            1 2 3 4 5 6 7 8 9 11 12 13 14 18 20 22 32
        
            2 1 3 4 8 14 18 20 22 31
        
            3 1 2 4 8 9 10 14 28 29 33
        
            ...
        
        output: representations in skipgram format - first line is header, all other lines are node-id and representation
        
            34 64
        
            1 0.016579 -0.033659 0.342167 -0.046998 ...
        
            2 -0.007003 0.265891 -0.351422 0.043923 ...
        
            ...
        
        
        Requirements
        ------------
        * numpy
        * scipy
        
        (may have to be independently installed) 
        
        
        
        Installation
        ------------
        #. cd deepwalk
        #. pip install -r requirements.txt 
        #. python setup.py install
        
        
        Citing
        ------
            @inproceedings{2014-perozzi-deepwalk,
        
            author    = {Bryan Perozzi and Rami Al-Rfou and Steven Skiena},
        
            title     = {DeepWalk: Online Learning of Social Representations},
        
            booktitle = {Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
        
            series = {KDD '14},
        
            year = {2014},
        
            month = {August},
        
            location = {New York, NY, USA},
        
            publisher = {ACM},
            
            address = {New York, NY, USA},
            
            } 
        
        
        Misc
        ----
        
        DeepWalk - Online learning of social representations.
        
        * Free software: GPLv3 license
        * Documentation: http://deepwalk.readthedocs.org.
        
        
        
        .. image:: https://badge.fury.io/py/deepwalk.png
            :target: http://badge.fury.io/py/deepwalk
        
        .. image:: https://travis-ci.org/phanein/deepwalk.png?branch=master
                :target: https://travis-ci.org/phanein/deepwalk
        
        .. image:: https://pypip.in/d/deepwalk/badge.png
                :target: https://pypi.python.org/pypi/deepwalk
        
        
        
        History
        -------
        
        1.0.0 (2014-08-24)
        ---------------------
        
        * First release on PyPI.
Keywords: deepwalk
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: BSD License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
