{"id":21158976,"url":"https://github.com/xptree/deepinf","last_synced_at":"2025-08-24T17:33:45.701Z","repository":{"id":72274212,"uuid":"134736639","full_name":"xptree/DeepInf","owner":"xptree","description":"DeepInf: Social Influence Prediction with Deep Learning","archived":false,"fork":false,"pushed_at":"2020-07-13T14:29:54.000Z","size":88188,"stargazers_count":294,"open_issues_count":4,"forks_count":86,"subscribers_count":12,"default_branch":"master","last_synced_at":"2025-04-09T16:19:59.241Z","etag":null,"topics":["graph-attention-networks","graph-convolutional-networks","pytorch","social-network"],"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/xptree.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":"2018-05-24T15:43:56.000Z","updated_at":"2025-04-03T02:51:42.000Z","dependencies_parsed_at":null,"dependency_job_id":"7d9e783b-97d5-4e63-b45f-2d07a16b148e","html_url":"https://github.com/xptree/DeepInf","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/xptree%2FDeepInf","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xptree%2FDeepInf/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xptree%2FDeepInf/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xptree%2FDeepInf/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/xptree","download_url":"https://codeload.github.com/xptree/DeepInf/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248065281,"owners_count":21041872,"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":["graph-attention-networks","graph-convolutional-networks","pytorch","social-network"],"created_at":"2024-11-20T12:41:05.922Z","updated_at":"2025-04-09T16:20:06.949Z","avatar_url":"https://github.com/xptree.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# DeepInf\n\nThis is a PyTorch implementation of DeepInf for the task of predicting social influence, as described in our paper:\n\n[DeepInf: Social Influence Prediction with Deep Learning](https://arxiv.org/abs/1807.05560)\n\n\nThe code is tested on PyTorch 0.4.0.\n\n## Datasets\nPlease download the peprocessed datasets from [onedrive](https://1drv.ms/f/s!An4lcD8a80_7gzdLaanNUThTWwmy), [dropbox](https://www.dropbox.com/s/y1iokawi33mn87y/DeepInf.tar.gz?dl=0), [google drive](https://drive.google.com/open?id=1qBIVdwkKcnOGZnXHcIizzW4_bUekRgC6),\nor [baidu pan]( https://pan.baidu.com/s/1YX3cHYaK_7UuX4qEnqgo9w)(with password 242g).\n\nIf you are interested in un-preprocessed data, please download them from the following links.\n\n* [Digg dataset](https://www.isi.edu/~lerman/downloads/digg2009.html)\n* [Twitter dataset](https://snap.stanford.edu/data/higgs-twitter.html)\n* [OAG dataset](https://www.openacademic.ai/oag/)\n* [Weibo dataset](https://www.aminer.cn/influencelocality)\n\n## Promotional Video\n\nThe promotional video is available [here](https://www.dropbox.com/s/hesbb7bdi3shp0i/deepinf.mp4?dl=0)\n\n\n## Cite\n\nPlease cite our paper if you use this code in your own work:\n\n```\n@inproceedings{qiu2018deepinf,\n  title={DeepInf: Social Influence Prediction with Deep Learning},\n  author={Qiu, Jiezhong and Tang, Jian and Ma, Hao and Dong, Yuxiao and Wang, Kuansan and Tang, Jie},\n  booktitle={Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD’18)},\n  year={2018}\n}\n```\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fxptree%2Fdeepinf","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fxptree%2Fdeepinf","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fxptree%2Fdeepinf/lists"}