Metadata-Version: 2.1
Name: complexnetwork
Version: 0.1.2
Summary: Complex networks and Self-Organized Criticality
Home-page: https://github.com/Saran-nns/self_organized_criticality
Author: Saranraj Nambusubramaniyan
Author-email: saran_nns@hotmail.com
License: OSI Approved :: MIT License
Description: # Self-Organizing Criticality:
        This repository has methods to investigate criticality in Complex networks. The API is under active development, breaking changes may occur.
        
        [![Build Status](https://travis-ci.org/Saran-nns/self_organized_criticality.svg?branch=master)](https://travis-ci.org/Saran-nns/self_organized_criticality)
        [![codecov](https://codecov.io/gh/Saran-nns/self_organized_criticality/branch/master/graph/badge.svg)](https://codecov.io/gh/Saran-nns/self_organized_criticality)
        [![PyPI version](https://badge.fury.io/py/complexnetwork.svg)](https://badge.fury.io/py/complexnetwork)
        [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
        ![PyPI - Downloads](https://img.shields.io/pypi/dw/complexnetwork.svg)
        [![License](https://img.shields.io/badge/License-MIT%20-blue.svg)](https://opensource.org/licenses/MIT)
        
        ## Installation
        
        ```python
        pip install complexnetwork
        ```
        to install from source,
        
        ```python
        pip install git+https://github.com/Saran-nns/complexnetwork
        ```
        
        ## Workflow
        - [x] Avalanche size, interval, duration
        - [x] Power laws (Zipf's law) for avalanche size, interval, duration
        - [x] Exponent Estimate and Uncertainty
        - [x] Ising Model - One and Two point function correlation and covariance
        - [x] Plotters
        - [ ] Scaling function
        - [ ] Exponent Relationships - Avalanche Lifetime Exponent, Size distribution exponent, Height rescaling Exponent
        - [ ] Branching Process - Branching Ratio
        - [ ] Different Phase Transitions
        - [ ] Information transfer - Mutual Information, Transfer Entropy , Partial Information Decomposition, Active information storage, Memory capacity
        - [x] PyPi package
        - [ ] AutoDoc
        - [ ] References
        
Keywords: Brain-Inspired Computing,Complex Networks,Criticality,Artificial Neural Networks,Neuro Informatics,Spiking Cortical Networks,Neural Connectomics,Neuroscience,Artificial General Intelligence,Neural Information Processing
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Description-Content-Type: text/markdown
