{"id":13528695,"url":"https://github.com/MaxBenChrist/tspreprocess","last_synced_at":"2025-04-01T14:32:52.571Z","repository":{"id":73793499,"uuid":"97845624","full_name":"MaxBenChrist/tspreprocess","owner":"MaxBenChrist","description":"A Python package to preprocess time series","archived":false,"fork":false,"pushed_at":"2017-11-01T20:56:42.000Z","size":24,"stargazers_count":60,"open_issues_count":12,"forks_count":11,"subscribers_count":14,"default_branch":"master","last_synced_at":"2025-03-18T08:21:30.030Z","etag":null,"topics":[],"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/MaxBenChrist.png","metadata":{"files":{"readme":"README.rst","changelog":"CHANGES.rst","contributing":null,"funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":"AUTHORS.rst"}},"created_at":"2017-07-20T14:34:00.000Z","updated_at":"2024-08-12T05:32:31.000Z","dependencies_parsed_at":"2023-10-03T16:38:06.409Z","dependency_job_id":null,"html_url":"https://github.com/MaxBenChrist/tspreprocess","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/MaxBenChrist%2Ftspreprocess","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaxBenChrist%2Ftspreprocess/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaxBenChrist%2Ftspreprocess/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaxBenChrist%2Ftspreprocess/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MaxBenChrist","download_url":"https://codeload.github.com/MaxBenChrist/tspreprocess/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246655222,"owners_count":20812601,"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":[],"created_at":"2024-08-01T07:00:22.889Z","updated_at":"2025-04-01T14:32:51.874Z","avatar_url":"https://github.com/MaxBenChrist.png","language":"Python","readme":"**Disclaimer: This package is WIP. Do not take any APIs for granted.**\n\n============\ntspreprocess\n============\n\nTime series can contain noise, may be sampled under a non fitting rate or just need to be compressed.\n*tspreprocess* is a library for such preprocessing tasks. It contains tools to transform and clean time series data for better analyses.\n\nIn detail, we are planning to add methods to do\n\n* Denoising\n* Compression\n* Resampling\n* ...\n\nOur goal is to make this the most comprehensive time series preprocessing library.\n\n\nInstallation\n============\n\nClone the repo, cd into it and install it with pip locally\n\n.. code-block:: Python\n\n    git clone https://github.com/MaxBenChrist/tspreprocess\n    cd tspreprocess\n    pip install -e .\n\nYou can run the test suite by\n\n.. code-block:: Python\n\n    python setup.py test\n\n\nRelation to *tsfresh*\n=====================\n\nThis package will based on the data formats from the python feature extraction pacakge *tsfresh*\n(https://github.com/blue-yonder/tsfresh), allowing a seamless integration between both packages.\n","funding_links":[],"categories":["Libraries"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FMaxBenChrist%2Ftspreprocess","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FMaxBenChrist%2Ftspreprocess","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FMaxBenChrist%2Ftspreprocess/lists"}