{"id":13693228,"url":"https://github.com/KDD-OpenSource/data-generation","last_synced_at":"2025-05-02T21:31:43.961Z","repository":{"id":89428336,"uuid":"83565755","full_name":"KDD-OpenSource/data-generation","owner":"KDD-OpenSource","description":"The repository provides a synthetic multivariate time series data generator. The implementation is an extention of the cylinder-bell-funnel time series data generator. The scipt enables synthetic data generation of different length, dimensions and samples. ","archived":false,"fork":false,"pushed_at":"2018-03-12T09:57:53.000Z","size":808,"stargazers_count":13,"open_issues_count":1,"forks_count":4,"subscribers_count":4,"default_branch":"master","last_synced_at":"2024-11-12T19:40:35.355Z","etag":null,"topics":["multivariate-timeseries","synthetic-data","timeseries-data","timeseriesclassification"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/KDD-OpenSource.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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}},"created_at":"2017-03-01T14:49:24.000Z","updated_at":"2024-08-20T19:10:04.000Z","dependencies_parsed_at":null,"dependency_job_id":"a469d18a-80e4-4119-8dad-d4f3f72edbe2","html_url":"https://github.com/KDD-OpenSource/data-generation","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/KDD-OpenSource%2Fdata-generation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KDD-OpenSource%2Fdata-generation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KDD-OpenSource%2Fdata-generation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KDD-OpenSource%2Fdata-generation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/KDD-OpenSource","download_url":"https://codeload.github.com/KDD-OpenSource/data-generation/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252108841,"owners_count":21696146,"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":["multivariate-timeseries","synthetic-data","timeseries-data","timeseriesclassification"],"created_at":"2024-08-02T17:01:07.203Z","updated_at":"2025-05-02T21:31:43.692Z","avatar_url":"https://github.com/KDD-OpenSource.png","language":"Jupyter Notebook","funding_links":[],"categories":["Data-driven methods"],"sub_categories":["Time Series"],"readme":"# data-generation\n\nThe repository provides a synthetic multivariate time series data generator. \nThe implementation is an extension of the cylinder-bell-funnel [1] time series data generator. \nThe script enables synthetic data generation of different length, dimensions and samples. \n\nScaleability_length.ipynb --\u003e Generate time series of different length and fixed number of samples/dimensions. \nScaleability_number.ipynb --\u003e Generate time series of different number of samples and fixed number of dimensions/length. \nScaleability_robustness.ipynb --\u003e Generate time series of different number of relevant and noisy dimensions and fixed number of samples/length. \n\n[1] http://timeseriesclassification.com/description.php?Dataset=CBF\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FKDD-OpenSource%2Fdata-generation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FKDD-OpenSource%2Fdata-generation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FKDD-OpenSource%2Fdata-generation/lists"}