{"id":19478171,"url":"https://github.com/yuanx749/complex_systems","last_synced_at":"2026-04-05T21:04:19.766Z","repository":{"id":156323588,"uuid":"446042026","full_name":"yuanx749/complex_systems","owner":"yuanx749","description":"A Python package for studying complex systems.","archived":false,"fork":false,"pushed_at":"2023-11-14T15:35:39.000Z","size":879,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-07-01T22:07:25.748Z","etag":null,"topics":["jupyter","matplotlib","networkx","numpy","pep8","project","scipy","streamlit"],"latest_commit_sha":null,"homepage":"https://yuanx749.github.io/complex_systems/","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/yuanx749.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":"2022-01-09T09:15:11.000Z","updated_at":"2024-01-14T12:46:45.000Z","dependencies_parsed_at":null,"dependency_job_id":"21ad87a4-90fa-4170-96d3-41115c9d6532","html_url":"https://github.com/yuanx749/complex_systems","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/yuanx749/complex_systems","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yuanx749%2Fcomplex_systems","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yuanx749%2Fcomplex_systems/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yuanx749%2Fcomplex_systems/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yuanx749%2Fcomplex_systems/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/yuanx749","download_url":"https://codeload.github.com/yuanx749/complex_systems/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yuanx749%2Fcomplex_systems/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265384496,"owners_count":23756717,"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":["jupyter","matplotlib","networkx","numpy","pep8","project","scipy","streamlit"],"created_at":"2024-11-10T19:47:26.147Z","updated_at":"2025-12-30T22:07:32.432Z","avatar_url":"https://github.com/yuanx749.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# complex_systems\r\n\r\n[![Codacy Badge](https://app.codacy.com/project/badge/Grade/da8e233aa8514f40a2e8042b2ef2302f)](https://app.codacy.com/gh/yuanx749/complex_systems/dashboard?utm_source=gh\u0026utm_medium=referral\u0026utm_content=\u0026utm_campaign=Badge_grade)\r\n\r\nThis repo is mainly for educational purpose. Instead of writing scattered and redundant scripts, it is implemented using OOP, thus enabling a coherent scheme and easy extension to incorporate more models.\r\n\r\nModeling and simulation of complex systems:\r\n\r\n- Difference equation\r\n- ODE\r\n- Cellular automaton\r\n- PDE\r\n- Dynamical network\r\n\r\n## Demo\r\n\r\nNavigate to [Streamlit](https://share.streamlit.io/yuanx749/complex_systems/main/demo_st.py) to play with a demo.\r\n\r\nAlternatively, see this [notebook](demo/demo.md) or run `jupyter notebook demo/demo.ipynb`.\r\n\r\n## Install\r\n\r\nUse as an application without installation of the package:\r\n\r\n```bash\r\npip install -r requirements.txt\r\n```\r\n\r\nThen work only in the repo root directory.\r\n\r\nAlternatively, use as an installed package. On Windows, using `setuptools`, run in the cloned directory:\r\n\r\n```bash\r\npython -m pip install --upgrade pip\r\npip install .\r\n```\r\n\r\nInstall in development mode:\r\n\r\n```bash\r\npip install -e .[dev]\r\n```\r\n\r\nUninstall:\r\n\r\n```bash\r\npip uninstall modeling-complex-systems\r\n```\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyuanx749%2Fcomplex_systems","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyuanx749%2Fcomplex_systems","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyuanx749%2Fcomplex_systems/lists"}