{"id":15706470,"url":"https://github.com/anencore94/slidingwindowgenerator","last_synced_at":"2025-07-23T11:40:55.914Z","repository":{"id":57468369,"uuid":"299530891","full_name":"anencore94/SlidingWindowGenerator","owner":"anencore94","description":"convert time series data from dataframe to sliding window","archived":false,"fork":false,"pushed_at":"2020-11-11T09:32:20.000Z","size":29,"stargazers_count":6,"open_issues_count":2,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-07-14T07:55:17.421Z","etag":null,"topics":["hacktoberfest","python","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/anencore94.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}},"created_at":"2020-09-29T06:57:00.000Z","updated_at":"2024-09-20T19:21:29.000Z","dependencies_parsed_at":"2022-09-19T08:51:31.095Z","dependency_job_id":null,"html_url":"https://github.com/anencore94/SlidingWindowGenerator","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/anencore94/SlidingWindowGenerator","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anencore94%2FSlidingWindowGenerator","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anencore94%2FSlidingWindowGenerator/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anencore94%2FSlidingWindowGenerator/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anencore94%2FSlidingWindowGenerator/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/anencore94","download_url":"https://codeload.github.com/anencore94/SlidingWindowGenerator/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anencore94%2FSlidingWindowGenerator/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266671460,"owners_count":23966181,"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","status":"online","status_checked_at":"2025-07-23T02:00:09.312Z","response_time":66,"last_error":null,"robots_txt_status":null,"robots_txt_updated_at":null,"robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["hacktoberfest","python","tensorflow"],"created_at":"2024-10-03T20:23:11.520Z","updated_at":"2025-07-23T11:40:55.851Z","avatar_url":"https://github.com/anencore94.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# SlidingWindowGenerator\n- based on tensorflow v2.3.0\n    - use [timeseries_dataset_from_array function](https://www.tensorflow.org/api_docs/python/tf/keras/preprocessing/timeseries_dataset_from_array) which was introduced in tf v2.3.0 \n- This module converts time series data from dataframe type to sliding window type\n    - to use as input in RNN based layer\n- This module was based on [tensorflow official docs](https://www.tensorflow.org/tutorials/structured_data/time_series#data_windowing), just aggregate some functions and add small tuning to use it more efficiently.\n    - to make it possible to control batch_size, sequence_stride_size and shuffle more freely.\n\n# QuickStart\n\n### 1) Install this module with pip \n\n```shell\npip install slidingwindow_generator\n```\n\n### 2) How to Import\n\n```\nfrom slidingwindow_generator.slidingwindow_generator import SlidingWindowGenerator\n\nSlidingWindowGenerator(...)\n```\n\n### 3) Detailed Example\n\n- you can see detailed example with real data and RNN in `./tests/example.ipynb`\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanencore94%2Fslidingwindowgenerator","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fanencore94%2Fslidingwindowgenerator","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanencore94%2Fslidingwindowgenerator/lists"}