{"id":8212,"name":"23fa-ece684-final-proj","description":"This is repo to hold the source code and other materials for ECE 684 (NLP) final project with Lavsen and Zion.","url":"https://github.com/zs144/23fa-ece684-final-proj","last_synced_at":"2025-09-08T11:36:14.216Z","repository":{"id":216394064,"uuid":"734108012","full_name":"zs144/23fa-ece684-final-proj","owner":"zs144","description":"This is repo to hold the source code and other materials for ECE 684 (NLP) final project with Lavsen and Zion.","archived":true,"fork":false,"pushed_at":"2024-07-01T02:52:41.000Z","size":21077,"stargazers_count":0,"open_issues_count":1,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-09-05T01:19:48.210Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/zs144.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2023-12-20T22:18:37.000Z","updated_at":"2025-06-19T18:55:36.000Z","dependencies_parsed_at":"2025-04-11T12:27:18.542Z","dependency_job_id":null,"html_url":"https://github.com/zs144/23fa-ece684-final-proj","commit_stats":null,"previous_names":["zs144/23fa-ece684-final-proj"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/zs144/23fa-ece684-final-proj","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zs144%2F23fa-ece684-final-proj","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zs144%2F23fa-ece684-final-proj/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zs144%2F23fa-ece684-final-proj/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zs144%2F23fa-ece684-final-proj/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zs144","download_url":"https://codeload.github.com/zs144/23fa-ece684-final-proj/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zs144%2F23fa-ece684-final-proj/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274178272,"owners_count":25236112,"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":"2025-09-08T02:00:09.813Z","response_time":121,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","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"}},"owner":{"login":"zs144","name":"Zion Sheng","uuid":"123040428","kind":"user","description":"Hi! I'm Zion, a graduate student in the Duke ECE program (2022 - 2024). I'm studying data science and engineering. ","email":"","website":null,"location":"Durham, NC","twitter":null,"company":"Duke University","icon_url":"https://avatars.githubusercontent.com/u/123040428?v=4","repositories_count":1,"last_synced_at":"2023-06-08T03:29:41.582Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/zs144","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-06-08T03:29:41.585Z","updated_at":"2023-06-08T03:29:41.585Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zs144","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zs144/repositories"},"packages":[],"commits":{"id":10906396,"full_name":"zs144/23fa-ece684-final-proj","default_branch":"master","committers":null,"total_commits":null,"total_committers":null,"total_bot_commits":null,"total_bot_committers":null,"mean_commits":null,"dds":null,"past_year_committers":null,"past_year_total_commits":null,"past_year_total_committers":null,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":null,"past_year_dds":null,"last_synced_at":null,"last_synced_commit":null,"created_at":"2025-09-04T20:00:37.707Z","updated_at":"2025-09-04T20:00:37.707Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/zs144%2F23fa-ece684-final-proj/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:16.827Z","repositories_count":5482190,"commits_count":853876086,"contributors_count":31113077,"owners_count":907620,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"zs144/23fa-ece684-final-proj","html_url":"https://github.com/zs144/23fa-ece684-final-proj","last_synced_at":"2025-09-05T01:11:11.248Z","status":"active","issues_count":0,"pull_requests_count":4,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":501967.0,"issues_closed_count":0,"pull_requests_closed_count":2,"pull_request_authors_count":1,"issue_authors_count":0,"avg_comments_per_issue":null,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":2,"bot_issues_count":0,"bot_pull_requests_count":4,"past_year_issues_count":0,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2025-09-01T03:01:22.584Z","updated_at":"2025-09-05T01:11:11.248Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/zs144%2F23fa-ece684-final-proj","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/zs144%2F23fa-ece684-final-proj/issues","issue_labels_count":{},"pull_request_labels_count":{"dependencies":4},"issue_author_associations_count":{},"pull_request_author_associations_count":{"CONTRIBUTOR":3,"NONE":1},"issue_authors":{},"pull_request_authors":{"dependabot[bot]":4},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:17.013Z","repositories_count":10164853,"issues_count":31989996,"pull_requests_count":100212161,"authors_count":10728603,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{},"last_year":{}},"keywords":[],"dependencies":[{"ecosystem":"pypi","filepath":"method2_BERTsum/pyproject.toml","sha":null,"kind":"manifest","created_at":"2024-01-10T03:41:32.797Z","updated_at":"2024-01-10T03:41:32.797Z","repository_link":"https://github.com/zs144/23fa-ece684-final-proj/blob/main/method2_BERTsum/pyproject.toml","dependencies":[]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2024-01-10T03:41:32.934Z","updated_at":"2024-01-10T03:41:32.934Z","repository_link":"https://github.com/zs144/23fa-ece684-final-proj/blob/main/requirements.txt","dependencies":[{"id":15528984462,"package_name":"bert_score","ecosystem":"pypi","requirements":"==0.3.13","direct":true,"kind":"runtime","optional":false},{"id":15528984560,"package_name":"datasets","ecosystem":"pypi","requirements":"==2.16.1","direct":true,"kind":"runtime","optional":false},{"id":15528984561,"package_name":"gradio","ecosystem":"pypi","requirements":"==4.13.0","direct":true,"kind":"runtime","optional":false},{"id":15528984562,"package_name":"nltk","ecosystem":"pypi","requirements":"==3.8.1","direct":true,"kind":"runtime","optional":false},{"id":15528984563,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.26.3","direct":true,"kind":"runtime","optional":false},{"id":15528984564,"package_name":"packaging","ecosystem":"pypi","requirements":"==23.2","direct":true,"kind":"runtime","optional":false},{"id":15528984565,"package_name":"pandas","ecosystem":"pypi","requirements":"==2.1.4","direct":true,"kind":"runtime","optional":false},{"id":15528984566,"package_name":"pyarrow","ecosystem":"pypi","requirements":"==14.0.2","direct":true,"kind":"runtime","optional":false},{"id":15528984567,"package_name":"pyrouge","ecosystem":"pypi","requirements":"==0.1.3","direct":true,"kind":"runtime","optional":false},{"id":15528984608,"package_name":"pytorch_lightning","ecosystem":"pypi","requirements":"==2.1.2","direct":true,"kind":"runtime","optional":false},{"id":15528984609,"package_name":"rouge","ecosystem":"pypi","requirements":"==1.0.1","direct":true,"kind":"runtime","optional":false},{"id":15528984726,"package_name":"rouge_score","ecosystem":"pypi","requirements":"==0.1.2","direct":true,"kind":"runtime","optional":false},{"id":15528984758,"package_name":"scikit_learn","ecosystem":"pypi","requirements":"==1.3.2","direct":true,"kind":"runtime","optional":false},{"id":15528984759,"package_name":"spacy","ecosystem":"pypi","requirements":"==3.7.2","direct":true,"kind":"runtime","optional":false},{"id":15528984760,"package_name":"torch","ecosystem":"pypi","requirements":"==2.1.2","direct":true,"kind":"runtime","optional":false},{"id":15528984761,"package_name":"torch_optimizer","ecosystem":"pypi","requirements":"==0.3.0","direct":true,"kind":"runtime","optional":false},{"id":15528984762,"package_name":"tqdm","ecosystem":"pypi","requirements":"==4.65.0","direct":true,"kind":"runtime","optional":false},{"id":15528984763,"package_name":"transformers","ecosystem":"pypi","requirements":"==4.36.2","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"method2_BERTsum/environment.yml","sha":null,"kind":"manifest","created_at":"2025-04-11T12:27:16.221Z","updated_at":"2025-04-11T12:27:16.221Z","repository_link":"https://github.com/zs144/23fa-ece684-final-proj/blob/main/method2_BERTsum/environment.yml","dependencies":[{"id":22640506368,"package_name":"pytorch_lightning","ecosystem":"pypi","requirements":"==1.6.5","direct":true,"kind":"runtime","optional":false},{"id":22640506369,"package_name":"transformers","ecosystem":"pypi","requirements":"==4.","direct":true,"kind":"runtime","optional":false},{"id":22640506370,"package_name":"torch_optimizer","ecosystem":"pypi","requirements":"==0.3.","direct":true,"kind":"runtime","optional":false},{"id":22640506371,"package_name":"wandb","ecosystem":"pypi","requirements":"==0.14.","direct":true,"kind":"runtime","optional":false},{"id":22640506372,"package_name":"rouge-score","ecosystem":"pypi","requirements":"==0.1.","direct":true,"kind":"runtime","optional":false},{"id":22640506373,"package_name":"packaging","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":22640506374,"package_name":"datasets","ecosystem":"pypi","requirements":"==2.","direct":true,"kind":"runtime","optional":false},{"id":22640506375,"package_name":"gradio","ecosystem":"pypi","requirements":"==3.","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-04T15:50:26.993Z","updated_at":"2025-10-07T08:06:12.480Z","avatar_url":"https://github.com/zs144.png","language":"Jupyter Notebook","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/8212","html_url":"https://science.ecosyste.ms/projects/8212","bibtex_url":"https://science.ecosyste.ms/projects/8212/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/8212/export.apalike"}