{"id":19979276,"url":"https://github.com/edisonleeeee/hetero2net","last_synced_at":"2025-05-04T04:32:45.425Z","repository":{"id":200083196,"uuid":"704485049","full_name":"EdisonLeeeee/Hetero2Net","owner":"EdisonLeeeee","description":null,"archived":false,"fork":false,"pushed_at":"2024-08-18T04:53:50.000Z","size":27,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2024-08-18T05:32:39.645Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/EdisonLeeeee.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-10-13T11:06:12.000Z","updated_at":"2024-08-18T04:53:54.000Z","dependencies_parsed_at":"2023-12-05T07:22:51.525Z","dependency_job_id":"96d57005-70e7-45e7-8a99-197f0945220a","html_url":"https://github.com/EdisonLeeeee/Hetero2Net","commit_stats":null,"previous_names":["edisonleeeee/hetero2net"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EdisonLeeeee%2FHetero2Net","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EdisonLeeeee%2FHetero2Net/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EdisonLeeeee%2FHetero2Net/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EdisonLeeeee%2FHetero2Net/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/EdisonLeeeee","download_url":"https://codeload.github.com/EdisonLeeeee/Hetero2Net/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":224385196,"owners_count":17302442,"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":"2024-11-13T03:37:23.352Z","updated_at":"2024-11-13T03:37:23.802Z","avatar_url":"https://github.com/EdisonLeeeee.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Hetero $^2$ Net\nImplementation of Hetero $^2$ Net from the \"Hetero $^2$ Net: Heterophily-aware Representation Learning on Heterogenerous Graphs\" paper.\n\n\n# Requirements\n+ torch                    2.0.1\n+ torch_geometric          2.4.0\n+ torch-cluster            1.6.1+pt20cu117\n+ torch-scatter            2.1.1+pt20cu117\n+ torch-sparse             0.6.17+pt20cu117\n+ torch-spline-conv        1.2.2+pt20cu117\n+ texttable                1.6.7\n+ termcolor                1.1.0\n+ scikit-learn             1.0.2\n+ scipy                    1.10.1\n+ numpy                    1.22.4\n+ tqdm                     4.64.0\n+ CUDA 11.7\n\n# Reproduction\n\n## DBLP\npython main.py --dataset DBLP --dropout 0.5 --lr 0.001 --beta 0.2 --alpha 0. --mask_lp --p 0.7\n\n## IMDB\npython main.py --dataset IMDB--dropout 0.9 --lr 0.005  --alpha 0.1 --mask_lp --p 0.6\n\n## ACM\npython main.py --dataset ACM --epochs 100 --mask_lp --p 0.7\n\n## OGB-MAG\npython main.py --dataset MAG --num_neighbors 15 15 --hidden 256 --beta 0.5 --mask_lp --p 1.0\n\n## RCDD\npython main.py --dataset RCDD --metrics ap micro-f1 macro-f1 --dropout 0.5 --epochs 100 --num_neighbors 15 15 --hidden 256 --beta 0.2 --mask_lp\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fedisonleeeee%2Fhetero2net","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fedisonleeeee%2Fhetero2net","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fedisonleeeee%2Fhetero2net/lists"}