{"id":25125872,"url":"https://github.com/cadcad-org/snippets","last_synced_at":"2025-04-23T07:14:57.647Z","repository":{"id":45871907,"uuid":"322079134","full_name":"cadCAD-org/snippets","owner":"cadCAD-org","description":"Repo containing notebooks showcasing features and applications of cadCAD.","archived":false,"fork":false,"pushed_at":"2024-09-07T16:42:09.000Z","size":25163,"stargazers_count":11,"open_issues_count":0,"forks_count":8,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-04-23T07:14:49.498Z","etag":null,"topics":["cadcad","data-science","education","python","simulation","snippets"],"latest_commit_sha":null,"homepage":"","language":"HTML","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/cadCAD-org.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":"2020-12-16T19:16:01.000Z","updated_at":"2024-08-19T17:31:00.000Z","dependencies_parsed_at":"2024-09-07T17:56:53.107Z","dependency_job_id":"43dc3741-fb17-4e24-86df-4fa0a9333bec","html_url":"https://github.com/cadCAD-org/snippets","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cadCAD-org%2Fsnippets","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cadCAD-org%2Fsnippets/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cadCAD-org%2Fsnippets/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cadCAD-org%2Fsnippets/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cadCAD-org","download_url":"https://codeload.github.com/cadCAD-org/snippets/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250386840,"owners_count":21422040,"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":["cadcad","data-science","education","python","simulation","snippets"],"created_at":"2025-02-08T09:16:38.717Z","updated_at":"2025-04-23T07:14:57.627Z","avatar_url":"https://github.com/cadCAD-org.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"[![Convert Jupyter Noteboks](https://github.com/cadCAD-org/snippets/actions/workflows/main.yml/badge.svg?branch=main)](https://github.com/cadCAD-org/snippets/actions/workflows/main.yml)\n\n# demos/snippets\n\nThis is a repo containing notebooks and python files showcasing features and\napplications of cadCAD in a more brief and quick way. If you have any kind of \nsnippet or mini-demo showing how to do something, this is the place to put it!\n\n## How to contribute\n\nFork this repo, make a commit containing your snippet additions / changes, and **don't forget to update this README**!\n\n## Categories of snippets\n\n### Models for scaffolding\n\n* minimal_model.ipynb - The simplest model that you can get\n* minimal_param_sweep.ipynb - The simplest model with parameter sweep and Monte Carlo runs\n* minimal_prey_predator.ipynb - A minimalistic version of the SD P\u0026P demo\n\n### Integrations with cadCAD\n\n* interpolated_timeseries.ipynb - A mini-demo showing how to put sparse time series \ninside cadCAD models through interpolation\n* diagram.ipynb - Generate diagrams for illustrating a model logic and structure\n* parameter_sensitivity - Shows how to use the cadCAD_machine_search sensitivity viz and parameter sweep features\n\n### cadCAD hacks\n\n* param_navigation.ipynb - How to append parameters to the results dataframe\n* psub_metadata.ipynb - How to use PSUB metadata for pre-processing\n* psub_map_label.ipynb - Referencing Partial State Update Blocks labels to substeps in cadCAD\n\n### Debugging\n\n* execution_time_decorator.ipynb - Putting decorators for debugging the logic\nexecution time\n* memory_buster.ipynb - A cadCAD model for blowing the memory usage. \nCan be useful for debugging\n\n### Other\n\n* game_hack.ipynb - Repeated Prisioners Dilemma in cadCAD\n* cadCAD_minimal.ipynb - A very concise and basic implementation of the cadCAD simulation pipeline\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcadcad-org%2Fsnippets","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcadcad-org%2Fsnippets","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcadcad-org%2Fsnippets/lists"}