{"id":25179640,"url":"https://github.com/saran-nns/self_organized_criticality","last_synced_at":"2025-10-06T21:45:20.215Z","repository":{"id":229798208,"uuid":"303159895","full_name":"Saran-nns/self_organized_criticality","owner":"Saran-nns","description":"Criticality analysis on complex networks using Power-law scaling functions, exponential relations, and phase transitions","archived":false,"fork":false,"pushed_at":"2024-03-26T09:12:59.000Z","size":192,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-10T11:19:16.810Z","etag":null,"topics":["complex-networks","complex-system","criticality","echo-state-networks","hebbian-learning","hierarchical-temporal-memory","liquid-state-machine","neuroplasticity","reservoir-computing","self-organized-criticality","self-organizing-network"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Saran-nns.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2020-10-11T16:09:05.000Z","updated_at":"2024-03-26T09:12:42.000Z","dependencies_parsed_at":null,"dependency_job_id":"e0691250-dc6d-4d7d-b5c0-ad262ab0c8f7","html_url":"https://github.com/Saran-nns/self_organized_criticality","commit_stats":null,"previous_names":["saran-nns/self_organized_criticality"],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Saran-nns%2Fself_organized_criticality","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Saran-nns%2Fself_organized_criticality/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Saran-nns%2Fself_organized_criticality/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Saran-nns%2Fself_organized_criticality/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Saran-nns","download_url":"https://codeload.github.com/Saran-nns/self_organized_criticality/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247117762,"owners_count":20886439,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["complex-networks","complex-system","criticality","echo-state-networks","hebbian-learning","hierarchical-temporal-memory","liquid-state-machine","neuroplasticity","reservoir-computing","self-organized-criticality","self-organizing-network"],"created_at":"2025-02-09T15:37:35.951Z","updated_at":"2025-10-06T21:45:15.160Z","avatar_url":"https://github.com/Saran-nns.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Self-Organizing Criticality\nThis repository has methods to investigate criticality in Complex networks. The API is under active development, breaking changes may occur.\n\n[![Build Status](https://travis-ci.org/Saran-nns/self_organized_criticality.svg?branch=main)](https://travis-ci.org/Saran-nns/self_organized_criticality)\n[![codecov](https://codecov.io/gh/Saran-nns/self_organized_criticality/branch/main/graph/badge.svg)](https://codecov.io/gh/Saran-nns/self_organized_criticality)\n[![PyPI version](https://badge.fury.io/py/complexnetwork.svg)](https://badge.fury.io/py/complexnetwork)\n[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)\n![PyPI - Downloads](https://img.shields.io/pypi/dw/complexnetwork.svg)\n[![License](https://img.shields.io/badge/License-MIT%20-blue.svg)](https://opensource.org/licenses/MIT)\n\n## Installation\n\n```python\npip install complexnetwork\n```\nto install from source,\n\n```python\npip install git+https://github.com/Saran-nns/complexnetwork\n```\n\n## Workflow\n- [x] Avalanche size, interval, duration\n- [x] Power laws (Zipf's law) for avalanche size, interval, duration\n- [x] Exponent Estimate and Uncertainty\n- [x] Ising Model - One and Two point function correlation and covariance\n- [x] Plotters\n- [ ] Scaling function\n- [ ] Exponent Relationships - Avalanche Lifetime Exponent, Size distribution exponent, Height rescaling Exponent\n- [ ] Branching Process - Branching Ratio\n- [ ] Different Phase Transitions\n- [ ] Information transfer - Mutual Information, Transfer Entropy , Partial Information Decomposition, Active information storage, Memory capacity\n- [x] PyPi package\n- [ ] AutoDoc\n- [ ] References\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsaran-nns%2Fself_organized_criticality","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsaran-nns%2Fself_organized_criticality","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsaran-nns%2Fself_organized_criticality/lists"}