{"id":25053899,"url":"https://github.com/benman1/time-series","last_synced_at":"2025-06-22T12:07:22.429Z","repository":{"id":90551622,"uuid":"413178967","full_name":"benman1/time-series","owner":"benman1","description":"Time-Series models for multivariate and multistep forecasting, regression, and classification","archived":false,"fork":false,"pushed_at":"2021-12-19T19:20:29.000Z","size":1845,"stargazers_count":62,"open_issues_count":1,"forks_count":13,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-06-22T12:07:17.041Z","etag":null,"topics":["deep-learning","deepar","forecasting","gaussian-processes","keras","lstm","multi-step","multivariate","nbeats","tensorflow","time-series","transformer"],"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/benman1.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}},"created_at":"2021-10-03T19:38:36.000Z","updated_at":"2025-03-31T03:22:17.000Z","dependencies_parsed_at":"2023-09-25T03:52:51.090Z","dependency_job_id":null,"html_url":"https://github.com/benman1/time-series","commit_stats":{"total_commits":108,"total_committers":4,"mean_commits":27.0,"dds":"0.19444444444444442","last_synced_commit":"b075d9009cb9ec7fee86f10b16207b00a356a6ac"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/benman1/time-series","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/benman1%2Ftime-series","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/benman1%2Ftime-series/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/benman1%2Ftime-series/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/benman1%2Ftime-series/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/benman1","download_url":"https://codeload.github.com/benman1/time-series/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/benman1%2Ftime-series/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261289419,"owners_count":23136070,"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":["deep-learning","deepar","forecasting","gaussian-processes","keras","lstm","multi-step","multivariate","nbeats","tensorflow","time-series","transformer"],"created_at":"2025-02-06T11:55:38.807Z","updated_at":"2025-06-22T12:07:17.397Z","avatar_url":"https://github.com/benman1.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Time-Series\n\n**time-series** is a Python module for machine learning for time-series built on top of tensorflow and is distributed under the MIT license.\n\nThis repository was created as a companion repository for chapter 12, **Multivariate Forecasting**, of the book [Machine Learning for Time-Series with Python](https://amzn.to/3Eb62VH). \n\nTensorflow implementations of Time-Series models including these:\n* Amazon DeepAR\n* Gaussian Processes\n* LSTM\n* TCN\n* Transformer, and\n* NBEATS\n\nThe `time_series.dataset` package, part of this library, includes utility functions for loading datasets.\n\nPlease see the example notebook for usage and training results.\n\n## Installation\n\n```python\npip install git+https://github.com/benman1/time-series.git\n```\n\n## Contribute\n\nPull requests welcome!\n\n## List of Contributors\n\nContributions from various people have found their way into this repository. Thanks to everyone for their hard work!\n\n* [Alberto Arrigoni](https://github.com/arrigonialberto86)\n* [ketan-b](https://github.com/ketan-b)\n* [Philippe Remy](https://github.com/philipperemy)\n* [Theodoros Ntakouris](https://github.com/ntakouris)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbenman1%2Ftime-series","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbenman1%2Ftime-series","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbenman1%2Ftime-series/lists"}