complexnetwork

Complex networks and Self-Organized Criticality


Keywords
Brain-Inspired, Computing, Complex, Networks, Criticality, Artificial, Neural, Neuro, Informatics, Spiking, Cortical, Connectomics, Neuroscience, General, Intelligence, Information, Processing, complex-networks, complex-system, echo-state-networks, hebbian-learning, hierarchical-temporal-memory, liquid-state-machine, neuroplasticity, reservoir-computing, self-organized-criticality, self-organizing-network
License
AML
Install
pip install complexnetwork==0.1.2

Documentation

Self-Organizing Criticality:

This repository has methods to investigate criticality in Complex networks.

Build Status codecov PyPI version Code style: black PyPI - Downloads License

Installation

pip install complexnetwork

to install from source,

pip install git+https://github.com/Saran-nns/complexnetwork

Workflow

  • Avalanche size, interval, duration
  • Power laws (Zipf's law) for avalanche size, interval, duration
  • Exponent Estimate and Uncertainty
  • Plotters
  • Scaling function
  • Exponent Relationships
  • Branching Process
  • Different Phase Transitions
  • PyPi package
  • AutoDoc
  • References