This repository has methods to investigate criticality in Complex networks. The API is under active development, breaking changes may occur.
pip install complexnetworkto install from source,
pip install git+https://github.com/Saran-nns/complexnetwork- Avalanche size, interval, duration
- Power laws (Zipf's law) for avalanche size, interval, duration
- Exponent Estimate and Uncertainty
- Ising Model - One and Two point function correlation and covariance
- 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
- PyPi package
- AutoDoc
- References