{"id":93053,"name":null,"description":"Covalent tutorial notebooks and slides for PyData 2023, NYC","url":"https://github.com/agnostiqhq/tutorials_covalent_pydata_2023","last_synced_at":"2025-09-09T00:54:45.661Z","repository":{"id":204909339,"uuid":"710834956","full_name":"AgnostiqHQ/tutorials_covalent_pydata_2023","owner":"AgnostiqHQ","description":"Covalent tutorial notebooks and slides for PyData 2023, NYC","archived":true,"fork":false,"pushed_at":"2023-12-20T21:12:51.000Z","size":12992,"stargazers_count":9,"open_issues_count":1,"forks_count":0,"subscribers_count":7,"default_branch":"main","last_synced_at":"2025-05-11T05:32:58.327Z","etag":null,"topics":["ai","aws","covalent","data-science","gena","hpc","llm","ml","pydata","pydata-nyc"],"latest_commit_sha":null,"homepage":"https://docs.covalent.xyz/docs/","language":"Jupyter Notebook","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/AgnostiqHQ.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":"2023-10-27T14:32:54.000Z","updated_at":"2025-01-29T21:41:32.000Z","dependencies_parsed_at":"2024-11-17T08:39:36.358Z","dependency_job_id":null,"html_url":"https://github.com/AgnostiqHQ/tutorials_covalent_pydata_2023","commit_stats":null,"previous_names":["agnostiqhq/tutorials_covalent_pydata_2023"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/AgnostiqHQ/tutorials_covalent_pydata_2023","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AgnostiqHQ%2Ftutorials_covalent_pydata_2023","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AgnostiqHQ%2Ftutorials_covalent_pydata_2023/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AgnostiqHQ%2Ftutorials_covalent_pydata_2023/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AgnostiqHQ%2Ftutorials_covalent_pydata_2023/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AgnostiqHQ","download_url":"https://codeload.github.com/AgnostiqHQ/tutorials_covalent_pydata_2023/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AgnostiqHQ%2Ftutorials_covalent_pydata_2023/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274231013,"owners_count":25245688,"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":"AgnostiqHQ","name":"Agnostiq","uuid":"83542680","kind":"organization","description":"Developing Software for Advanced Computing","email":"contact@agnostiq.ai","website":"https://agnostiq.ai","location":"Toronto","twitter":"AgnostiqHQ","company":null,"icon_url":"https://avatars.githubusercontent.com/u/83542680?v=4","repositories_count":37,"last_synced_at":"2025-03-30T05:31:50.559Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/AgnostiqHQ","funding_links":[],"total_stars":831,"followers":89,"following":0,"created_at":"2022-11-14T07:47:52.319Z","updated_at":"2025-03-30T05:31:50.559Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AgnostiqHQ","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AgnostiqHQ/repositories"},"packages":[],"commits":{"id":6096725,"full_name":"agnostiqhq/tutorials_covalent_pydata_2023","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":"2024-11-17T08:22:10.596Z","updated_at":"2024-11-17T08:22:10.596Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/agnostiqhq%2Ftutorials_covalent_pydata_2023/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:17:06.873Z","repositories_count":5499360,"commits_count":856730802,"contributors_count":31306759,"owners_count":913205,"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":"agnostiqhq/tutorials_covalent_pydata_2023","html_url":"https://github.com/agnostiqhq/tutorials_covalent_pydata_2023","last_synced_at":"2024-11-17T08:22:12.636Z","status":null,"issues_count":0,"pull_requests_count":1,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":0,"pull_requests_closed_count":0,"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":0,"bot_issues_count":0,"bot_pull_requests_count":1,"past_year_issues_count":0,"past_year_pull_requests_count":1,"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":1,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":1,"past_year_merged_pull_requests_count":0,"created_at":"2024-11-17T08:22:11.180Z","updated_at":"2024-11-17T08:22:12.636Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/agnostiqhq%2Ftutorials_covalent_pydata_2023","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/agnostiqhq%2Ftutorials_covalent_pydata_2023/issues","issue_labels_count":{},"pull_request_labels_count":{"dependencies":1},"issue_author_associations_count":{},"pull_request_author_associations_count":{"NONE":1},"issue_authors":{},"pull_request_authors":{"dependabot[bot]":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:00:11.778Z","repositories_count":10174256,"issues_count":31903995,"pull_requests_count":99996408,"authors_count":10734087,"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":["ai","aws","covalent","data-science","gena","hpc","llm","ml","pydata","pydata-nyc"],"dependencies":[{"ecosystem":"pypi","filepath":"requirements-cc.txt","sha":null,"kind":"manifest","created_at":"2023-11-07T03:11:09.285Z","updated_at":"2023-11-07T03:11:09.285Z","repository_link":"https://github.com/AgnostiqHQ/tutorials_covalent_pydata_2023/blob/main/requirements-cc.txt","dependencies":[{"id":14338321852,"package_name":"accelerate","ecosystem":"pypi","requirements":"==0.22.0","direct":true,"kind":"runtime","optional":false},{"id":14338321853,"package_name":"covalent-cloud","ecosystem":"pypi","requirements":"==0.23.1rc0","direct":true,"kind":"runtime","optional":false},{"id":14338321854,"package_name":"diffusers","ecosystem":"pypi","requirements":"==0.20.2","direct":true,"kind":"runtime","optional":false},{"id":14338321855,"package_name":"sentencepiece","ecosystem":"pypi","requirements":"==0.1.99","direct":true,"kind":"runtime","optional":false},{"id":14338321856,"package_name":"torch","ecosystem":"pypi","requirements":"==2.1.0","direct":true,"kind":"runtime","optional":false},{"id":14338321857,"package_name":"transformers","ecosystem":"pypi","requirements":"==4.33.1","direct":true,"kind":"runtime","optional":false},{"id":14338321858,"package_name":"wikipedia-api","ecosystem":"pypi","requirements":"==0.6.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2023-11-07T03:11:09.434Z","updated_at":"2023-11-07T03:11:09.434Z","repository_link":"https://github.com/AgnostiqHQ/tutorials_covalent_pydata_2023/blob/main/requirements.txt","dependencies":[{"id":14338322130,"package_name":"accelerate","ecosystem":"pypi","requirements":"==0.22.0","direct":true,"kind":"runtime","optional":false},{"id":14338322133,"package_name":"covalent","ecosystem":"pypi","requirements":"==0.220.0.post2","direct":true,"kind":"runtime","optional":false},{"id":14338322136,"package_name":"covalent-awsbatch-plugin","ecosystem":"pypi","requirements":"==0.40.0","direct":true,"kind":"runtime","optional":false},{"id":14338322138,"package_name":"diffusers","ecosystem":"pypi","requirements":"==0.20.2","direct":true,"kind":"runtime","optional":false},{"id":14338322140,"package_name":"ipywidgets","ecosystem":"pypi","requirements":"==8.1.1","direct":true,"kind":"runtime","optional":false},{"id":14338322142,"package_name":"matplotlib","ecosystem":"pypi","requirements":"==3.7.3","direct":true,"kind":"runtime","optional":false},{"id":14338322146,"package_name":"sentencepiece","ecosystem":"pypi","requirements":"==0.1.99","direct":true,"kind":"runtime","optional":false},{"id":14338322148,"package_name":"torch","ecosystem":"pypi","requirements":"==2.1.0","direct":true,"kind":"runtime","optional":false},{"id":14338322150,"package_name":"torchvision","ecosystem":"pypi","requirements":"==0.16.0","direct":true,"kind":"runtime","optional":false},{"id":14338322153,"package_name":"transformers","ecosystem":"pypi","requirements":"==4.33.1","direct":true,"kind":"runtime","optional":false},{"id":14338322156,"package_name":"wikipedia-api","ecosystem":"pypi","requirements":"==0.6.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"conda","filepath":"environment.yml","sha":null,"kind":"manifest","created_at":"2024-11-17T08:39:32.336Z","updated_at":"2024-11-17T08:39:32.336Z","repository_link":"https://github.com/AgnostiqHQ/tutorials_covalent_pydata_2023/blob/main/environment.yml","dependencies":[{"id":20765902519,"package_name":"ipywidgets","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":20765902520,"package_name":"notebook","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":20765902521,"package_name":"pip","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":20765902634,"package_name":"python","ecosystem":"conda","requirements":"3.8.18.*","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-08T21:43:17.022Z","updated_at":"2025-10-07T08:29:59.331Z","avatar_url":"https://github.com/AgnostiqHQ.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/93053","html_url":"https://science.ecosyste.ms/projects/93053"}