{"id":13958324,"url":"https://github.com/JiachengLi1995/TiSASRec","last_synced_at":"2025-07-20T23:31:02.753Z","repository":{"id":40473359,"uuid":"245704323","full_name":"JiachengLi1995/TiSASRec","owner":"JiachengLi1995","description":"TensorFlow implementation for paper Time Interval Aware Self-Attention for Sequential Recommendation.","archived":false,"fork":false,"pushed_at":"2020-10-06T19:49:58.000Z","size":7002,"stargazers_count":118,"open_issues_count":3,"forks_count":25,"subscribers_count":1,"default_branch":"master","last_synced_at":"2024-08-09T13:18:33.328Z","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":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/JiachengLi1995.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}},"created_at":"2020-03-07T20:56:44.000Z","updated_at":"2024-07-31T04:54:40.000Z","dependencies_parsed_at":"2022-08-03T02:30:30.882Z","dependency_job_id":null,"html_url":"https://github.com/JiachengLi1995/TiSASRec","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/JiachengLi1995%2FTiSASRec","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/JiachengLi1995%2FTiSASRec/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/JiachengLi1995%2FTiSASRec/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/JiachengLi1995%2FTiSASRec/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/JiachengLi1995","download_url":"https://codeload.github.com/JiachengLi1995/TiSASRec/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":226844976,"owners_count":17691137,"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":"2024-08-08T13:01:29.563Z","updated_at":"2024-11-28T01:31:42.544Z","avatar_url":"https://github.com/JiachengLi1995.png","language":"Python","funding_links":[],"categories":["其他_推荐系统"],"sub_categories":["网络服务_其他"],"readme":"# TiSASRec: Time Interval Aware Self-Attention for Sequential Recommendation\n\nThis is our TensorFlow implementation for the paper:\n\nJiacheng Li, Yujie Wang, [Julian McAuley](http://cseweb.ucsd.edu/~jmcauley/) (2020). *[Time Interval Aware Self-Attention for Sequential Recommendation.](https://cseweb.ucsd.edu/~jmcauley/pdfs/wsdm20b.pdf)* WSDM'20\n\nWe refer to the repo [SASRec](https://github.com/kang205/SASRec).\n\nPlease cite our paper if you use the code or datasets.\n\nThe code is tested under a Linux desktop (w/ GTX 1080 Ti GPU) with TensorFlow.\n\nFor Pytorch version of TiSASRec, please refer to [repo](https://github.com/pmixer/TiSASRec.pytorch).\n\n## Datasets\n\nThis repo includes ml-1m dataset as an example.\n\nFor Amazon dataset, you could download Amazon review data from *[here.](http://jmcauley.ucsd.edu/data/amazon/index.html)*.\n\n## Model Training\n\nTo train our model on `ml-1m` (with default hyper-parameters): \n\n```\npython main.py --dataset=ml-1m --train_dir=default \n```\n\n## Misc\n\nThe implemention of self attention is modified based on *[this](https://github.com/Kyubyong/transformer)*.\n\n## Contact\n\nIf you have any questions, please send me an email (j9li@eng.ucsd.edu).\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FJiachengLi1995%2FTiSASRec","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FJiachengLi1995%2FTiSASRec","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FJiachengLi1995%2FTiSASRec/lists"}