Self-Organizing Criticality:
This repository has methods to investigate criticality in Complex networks. The API is under active development, breaking changes may occur.
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
- 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
1 maintainer
Metadata
1 maintainer
Release files for complexnetwork 0.1.2
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| complexnetwork-0.1.2.tar.gz | 8.1 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| complexnetwork-0.1.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 19.5 kB
Release files / complexnetwork-0.1.2.tar.gz
| Download URL | complexnetwork-0.1.2.tar.gz |
|---|---|
| Size | 8.1 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Release files / complexnetwork-0.1.2-py3-none-any.whl
| Download URL | complexnetwork-0.1.2-py3-none-any.whl |
|---|---|
| Size | 11.4 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/45.2.0.post20200210 requests-toolbelt/0.9.1 tqdm/4.42.1 CPython/3.6.10
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Security for complexnetwork 0.1.2
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