{"id":1652,"name":"TX$^2$","description":"TX$^2$: Transformer eXplainability and eXploration - Published in JOSS (2021)","url":"https://github.com/ornl/tx2","last_synced_at":"2025-09-04T16:31:39.364Z","repository":{"id":56332453,"uuid":"317984984","full_name":"ORNL/tx2","owner":"ORNL","description":"Transformer eXplainability and eXploration","archived":false,"fork":false,"pushed_at":"2024-10-24T13:53:16.000Z","size":8751,"stargazers_count":19,"open_issues_count":4,"forks_count":2,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-08-29T18:54:56.712Z","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":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ORNL.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","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,"zenodo":null}},"created_at":"2020-12-02T20:36:44.000Z","updated_at":"2024-10-24T13:51:32.000Z","dependencies_parsed_at":"2025-04-10T23:40:55.776Z","dependency_job_id":null,"html_url":"https://github.com/ORNL/tx2","commit_stats":{"total_commits":100,"total_committers":3,"mean_commits":"33.333333333333336","dds":"0.16000000000000003","last_synced_commit":"4cd72d2f2f8c56cc3e46b83d809e76b64f0fa102"},"previous_names":[],"tags_count":13,"template":false,"template_full_name":null,"purl":"pkg:github/ORNL/tx2","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ORNL%2Ftx2","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ORNL%2Ftx2/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ORNL%2Ftx2/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ORNL%2Ftx2/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ORNL","download_url":"https://codeload.github.com/ORNL/tx2/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ORNL%2Ftx2/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273603962,"owners_count":25135669,"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":"2025-09-04T02:00:08.968Z","response_time":61,"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":"ORNL","name":"Oak Ridge National Laboratory","uuid":"5138006","kind":"organization","description":"Software repositories from Oak Ridge National Laboratory","email":"software@ornl.gov","website":"http://software.ornl.gov","location":"Oak Ridge TN","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/5138006?v=4","repositories_count":99,"last_synced_at":"2024-03-17T16:10:18.942Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/ORNL","funding_links":[],"total_stars":406,"followers":null,"following":null,"created_at":"2022-11-08T22:53:37.322Z","updated_at":"2024-03-17T16:10:20.856Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ORNL","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ORNL/repositories"},"packages":[{"id":1080085,"name":"tx2","ecosystem":"pypi","description":"Transformer eXplainability and eXploration","homepage":"https://github.com/ORNL/tx2","licenses":"BSD License","normalized_licenses":["BSD-3-Clause"],"repository_url":"https://github.com/ornl/tx2","keywords_array":[],"namespace":null,"versions_count":7,"first_release_published_at":"2021-12-21T14:53:53.000Z","latest_release_published_at":"2024-10-24T13:51:34.000Z","latest_release_number":"1.3.1","last_synced_at":"2025-09-03T20:33:29.855Z","created_at":"2022-04-07T21:02:55.332Z","updated_at":"2025-09-03T20:33:29.856Z","registry_url":"https://pypi.org/project/tx2/","install_command":"pip install tx2 --index-url https://pypi.org/simple","documentation_url":"https://ornl.github.io/tx2/","metadata":{"funding":null,"documentation":"https://ornl.github.io/tx2/","classifiers":["License :: OSI Approved :: BSD License","Operating System :: OS Independent","Programming Language :: Python :: 3"],"normalized_name":"tx2","project_status":null},"repo_metadata":{"id":56332453,"uuid":"317984984","full_name":"ORNL/tx2","owner":"ORNL","description":"Transformer eXplainability and eXploration","archived":false,"fork":false,"pushed_at":"2024-10-24T13:53:16.000Z","size":8751,"stargazers_count":19,"open_issues_count":4,"forks_count":2,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-08-29T18:54:56.712Z","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":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ORNL.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","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,"zenodo":null}},"created_at":"2020-12-02T20:36:44.000Z","updated_at":"2024-10-24T13:51:32.000Z","dependencies_parsed_at":"2025-04-10T23:40:55.776Z","dependency_job_id":null,"html_url":"https://github.com/ORNL/tx2","commit_stats":{"total_commits":100,"total_committers":3,"mean_commits":"33.333333333333336","dds":"0.16000000000000003","last_synced_commit":"4cd72d2f2f8c56cc3e46b83d809e76b64f0fa102"},"previous_names":[],"tags_count":13,"template":false,"template_full_name":null,"purl":"pkg:github/ORNL/tx2","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ORNL%2Ftx2","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ORNL%2Ftx2/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ORNL%2Ftx2/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ORNL%2Ftx2/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ORNL","download_url":"https://codeload.github.com/ORNL/tx2/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ORNL%2Ftx2/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273183021,"owners_count":25059810,"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":"2025-09-01T02:00:09.058Z","response_time":120,"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_record":{"login":"ORNL","name":"Oak Ridge National Laboratory","uuid":"5138006","kind":"organization","description":"Software repositories from Oak Ridge National Laboratory","email":"software@ornl.gov","website":"http://software.ornl.gov","location":"Oak Ridge TN","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/5138006?v=4","repositories_count":99,"last_synced_at":"2024-03-17T16:10:18.942Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/ORNL","funding_links":[],"total_stars":406,"followers":null,"following":null,"created_at":"2022-11-08T22:53:37.322Z","updated_at":"2024-03-17T16:10:20.856Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ORNL","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ORNL/repositories"},"tags":[]},"repo_metadata_updated_at":"2025-09-01T19:41:04.438Z","dependent_packages_count":0,"downloads":16,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":36.50515347238341,"dependent_repos_count":21.71838761843193,"dependent_packages_count":10.002282794063202,"stargazers_count":14.503248627941462,"forks_count":19.12712860954822,"docker_downloads_count":null,"average":20.371240224473645},"purl":"pkg:pypi/tx2","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/tx2","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/tx2","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/tx2/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-31T19:02:31.397Z","issues_count":10,"pull_requests_count":0,"avg_time_to_close_issue":2290533.8333333335,"avg_time_to_close_pull_request":null,"issues_closed_count":6,"pull_requests_closed_count":0,"pull_request_authors_count":0,"issue_authors_count":3,"avg_comments_per_issue":2.5,"avg_comments_per_pull_request":null,"merged_pull_requests_count":0,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"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":1,"past_year_avg_comments_per_issue":0.0,"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,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ORNL%2Ftx2/issues","maintainers":[{"login":"WildfireXIII","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/WildfireXIII"},{"login":"WarmCyan","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/WarmCyan"}],"active_maintainers":[{"login":"WarmCyan","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/WarmCyan"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/tx2/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/tx2/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/tx2/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/tx2/related_packages","maintainers":[{"uuid":"namartindale","login":"namartindale","name":null,"email":null,"url":null,"packages_count":6,"html_url":"https://pypi.org/user/namartindale/","role":null,"created_at":"2022-11-14T19:28:50.637Z","updated_at":"2022-11-14T19:28:50.637Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/namartindale/packages"},{"uuid":"platypus239","login":"platypus239","name":null,"email":null,"url":null,"packages_count":5,"html_url":"https://pypi.org/user/platypus239/","role":null,"created_at":"2023-09-20T13:09:35.834Z","updated_at":"2023-09-20T13:09:35.834Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/platypus239/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":724829,"maintainers_count":308212,"namespaces_count":0,"keywords_count":237984,"github":"pypi","metadata":{"funded_packages_count":50481},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-04T05:23:51.177Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"id":528631,"full_name":"ORNL/tx2","default_branch":"main","committers":[{"name":"Martindale, Nathan","email":"martindalena@ornl.gov","login":"WarmCyan","count":95},{"name":"Scott Stewart","email":"19293911+stewartsl","login":"stewartsl","count":13},{"name":"Scott Stewart","email":"rad-murdock","login":"rad-murdock","count":4}],"total_commits":112,"total_committers":3,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":37.333333333333336,"dds":0.1517857142857143,"past_year_committers":[{"name":"Martindale, Nathan","email":"martindalena@ornl.gov","login":"WarmCyan","count":9}],"past_year_total_commits":9,"past_year_total_committers":1,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":9.0,"past_year_dds":0.0,"last_synced_at":"2025-08-07T06:34:06.419Z","last_synced_commit":"9d1e25984421e84c2c318fb406da3c4771a5cdef","created_at":"2023-03-09T03:40:43.971Z","updated_at":"2025-08-07T06:34:06.420Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/ORNL%2Ftx2/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-02T00:00:07.521Z","repositories_count":5480031,"commits_count":853395369,"contributors_count":31098267,"owners_count":906561,"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":"ORNL/tx2","html_url":"https://github.com/ORNL/tx2","last_synced_at":"2025-08-31T19:02:31.397Z","status":"error","issues_count":10,"pull_requests_count":0,"avg_time_to_close_issue":2290533.8333333335,"avg_time_to_close_pull_request":null,"issues_closed_count":6,"pull_requests_closed_count":0,"pull_request_authors_count":0,"issue_authors_count":3,"avg_comments_per_issue":2.5,"avg_comments_per_pull_request":null,"merged_pull_requests_count":0,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"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":1,"past_year_avg_comments_per_issue":0.0,"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":"2023-05-14T08:12:09.519Z","updated_at":"2025-09-02T14:18:36.701Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ORNL%2Ftx2","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ORNL%2Ftx2/issues","issue_labels_count":{"enhancement":2,"bug":1},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":6,"COLLABORATOR":4},"pull_request_author_associations_count":{},"issue_authors":{"deniederhut":6,"WildfireXIII":3,"WarmCyan":1},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-02T00:00:07.986Z","repositories_count":10042861,"issues_count":30659435,"pull_requests_count":91425827,"authors_count":10433306,"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":{"COLLABORATOR":1},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{"WarmCyan":1},"past_year_pull_request_authors":{},"maintainers":[{"login":"WildfireXIII","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/WildfireXIII"},{"login":"WarmCyan","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/WarmCyan"}],"active_maintainers":[{"login":"WarmCyan","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/WarmCyan"}]},"events":{"total":{"CreateEvent":3,"ReleaseEvent":2,"IssuesEvent":1,"PushEvent":7},"last_year":{"CreateEvent":3,"ReleaseEvent":2,"IssuesEvent":1,"PushEvent":7}},"keywords":[],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-08-15T16:50:29.176Z","updated_at":"2022-08-15T16:50:29.176Z","repository_link":"https://github.com/ORNL/tx2/blob/main/requirements.txt","dependencies":[{"id":1803273075,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803273076,"package_name":"nltk","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803273077,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803273078,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803273079,"package_name":"torch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803273080,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803273081,"package_name":"umap-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803273082,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803273083,"package_name":"ipywidgets","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803273084,"package_name":"autodocsumm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803273085,"package_name":"sphinx","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803273086,"package_name":"sphinx-rtd-theme","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803273087,"package_name":"pytest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803273088,"package_name":"pytest-mock","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803273089,"package_name":"wordcloud","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2022-08-15T16:50:29.402Z","updated_at":"2022-08-15T16:50:29.402Z","repository_link":"https://github.com/ORNL/tx2/blob/main/setup.py","dependencies":[{"id":1803275194,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003c=1.2","direct":true,"kind":"runtime","optional":false},{"id":1803275195,"package_name":"nltk","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803275196,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803275197,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003c=1.20","direct":true,"kind":"runtime","optional":false},{"id":1803275198,"package_name":"torch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803275199,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803275200,"package_name":"umap-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803275201,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803275202,"package_name":"wordcloud","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":1803275203,"package_name":"ipywidgets","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/tests.yml","sha":null,"kind":"manifest","created_at":"2024-10-23T23:52:02.983Z","updated_at":"2024-10-23T23:52:02.983Z","repository_link":"https://github.com/ORNL/tx2/blob/main/.github/workflows/tests.yml","dependencies":[{"id":20372438882,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":20372438883,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"optional-requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-23T23:52:04.449Z","updated_at":"2024-10-23T23:52:04.449Z","repository_link":"https://github.com/ORNL/tx2/blob/main/optional-requirements.txt","dependencies":[{"id":20372439727,"package_name":"pytest-profiling","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2024-10-23T23:52:04.874Z","updated_at":"2024-10-23T23:52:04.874Z","repository_link":"https://github.com/ORNL/tx2/blob/main/pyproject.toml","dependencies":[]},{"ecosystem":"conda","filepath":"environment.yml","sha":null,"kind":"manifest","created_at":"2025-04-10T23:40:50.203Z","updated_at":"2025-04-10T23:40:50.203Z","repository_link":"https://github.com/ORNL/tx2/blob/main/environment.yml","dependencies":[{"id":22633755189,"package_name":"black","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755190,"package_name":"ca-certificates","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755191,"package_name":"ipympl","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755194,"package_name":"ipywidgets","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755195,"package_name":"isort","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755196,"package_name":"jupyter","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755197,"package_name":"jupyterlab","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755198,"package_name":"matplotlib","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755199,"package_name":"numpy","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755200,"package_name":"openssl","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755201,"package_name":"pandas","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755202,"package_name":"pre-commit","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755203,"package_name":"pytest","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755204,"package_name":"pytest-mock","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755206,"package_name":"python","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755207,"package_name":"pytorch","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755208,"package_name":"scikit-learn","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755209,"package_name":"tqdm","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755210,"package_name":"transformers","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755211,"package_name":"umap-learn","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":22633755216,"package_name":"wordcloud","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false}]}],"score":7.1785454837637,"created_at":"2025-09-04T09:17:50.720Z","updated_at":"2025-10-07T08:04:33.879Z","avatar_url":"https://github.com/ORNL.png","language":"Python","category":"Scientific Software","sub_category":"Peer-reviewed","monthly_downloads":16,"funding_links":[],"readme_doi_urls":["https://doi.org/10.21105/joss.03652"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/1652","html_url":"https://science.ecosyste.ms/projects/1652"}