{"id":35874,"name":"bioscan-dataset","description":"PyTorch torchvision-style datasets for BIOSCAN-1M and BIOSCAN-5M.","url":"https://github.com/bioscan-ml/dataset","last_synced_at":"2025-09-05T06:54:51.172Z","repository":{"id":260020287,"uuid":"868299945","full_name":"bioscan-ml/dataset","owner":"bioscan-ml","description":"PyTorch torchvision-style datasets for BIOSCAN-1M and BIOSCAN-5M.","archived":false,"fork":false,"pushed_at":"2025-08-12T19:35:53.000Z","size":280,"stargazers_count":6,"open_issues_count":1,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-08-12T21:28:05.315Z","etag":null,"topics":[],"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/bioscan-ml.png","metadata":{"files":{"readme":"README.rst","changelog":"CHANGELOG.rst","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"citation.bib","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-10-06T02:30:23.000Z","updated_at":"2025-08-12T19:35:54.000Z","dependencies_parsed_at":"2025-01-30T23:24:46.695Z","dependency_job_id":"8958069d-bbe1-4391-87e1-494f92e2b77b","html_url":"https://github.com/bioscan-ml/dataset","commit_stats":null,"previous_names":["bioscan-ml/dataset"],"tags_count":6,"template":false,"template_full_name":"scottclowe/python-template-repo","purl":"pkg:github/bioscan-ml/dataset","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bioscan-ml","download_url":"https://codeload.github.com/bioscan-ml/dataset/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273723204,"owners_count":25156304,"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":"2025-09-05T02:00:09.113Z","response_time":402,"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":"bioscan-ml","name":"BIOSCAN","uuid":"175227258","kind":"organization","description":"Illuminating biodiversity with DNA-based identification systems","email":"contact@bioscancanada.org","website":"https://biodiversitygenomics.net/research/bioscan/","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/175227258?v=4","repositories_count":1,"last_synced_at":"2024-10-29T05:17:09.632Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/bioscan-ml","funding_links":[],"total_stars":10,"followers":3,"following":0,"created_at":"2024-10-29T05:17:09.653Z","updated_at":"2024-10-29T05:17:09.653Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bioscan-ml","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bioscan-ml/repositories"},"packages":[{"id":11109062,"name":"bioscan-dataset","ecosystem":"pypi","description":"PyTorch torchvision-style datasets for BIOSCAN-1M and BIOSCAN-5M.","homepage":"https://github.com/bioscan-ml/dataset","licenses":"MIT","normalized_licenses":["MIT"],"repository_url":"https://github.com/bioscan-ml/dataset","keywords_array":[],"namespace":null,"versions_count":6,"first_release_published_at":"2024-12-04T04:47:52.000Z","latest_release_published_at":"2025-04-19T16:30:25.000Z","latest_release_number":"1.3.0","last_synced_at":"2025-08-12T21:37:25.818Z","created_at":"2024-12-04T05:00:23.207Z","updated_at":"2025-08-13T05:24:51.868Z","registry_url":"https://pypi.org/project/bioscan-dataset/","install_command":"pip install bioscan-dataset --index-url https://pypi.org/simple","documentation_url":"https://bioscan-dataset.readthedocs.io","metadata":{"funding":null,"documentation":"https://bioscan-dataset.readthedocs.io","classifiers":["Development Status :: 5 - Production/Stable","Intended Audience :: Science/Research","License :: OSI Approved :: MIT License","Natural Language :: English","Operating System :: OS Independent","Programming Language :: Python","Programming Language :: Python :: 3","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.11","Programming Language :: Python :: 3.12","Programming Language :: Python :: 3.8","Programming Language :: Python :: 3.9","Topic :: Scientific/Engineering","Topic :: Scientific/Engineering :: Artificial Intelligence","Topic :: Scientific/Engineering :: Bio-Informatics","Topic :: Scientific/Engineering :: Image Recognition"],"normalized_name":"bioscan-dataset"},"repo_metadata":{"id":260020287,"uuid":"868299945","full_name":"bioscan-ml/dataset","owner":"bioscan-ml","description":"PyTorch torchvision-style datasets for BIOSCAN-1M and BIOSCAN-5M.","archived":false,"fork":false,"pushed_at":"2025-08-12T19:35:53.000Z","size":280,"stargazers_count":6,"open_issues_count":1,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-08-12T21:28:05.315Z","etag":null,"topics":[],"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/bioscan-ml.png","metadata":{"files":{"readme":"README.rst","changelog":"CHANGELOG.rst","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"citation.bib","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-10-06T02:30:23.000Z","updated_at":"2025-08-12T19:35:54.000Z","dependencies_parsed_at":"2025-01-30T23:24:46.695Z","dependency_job_id":"8958069d-bbe1-4391-87e1-494f92e2b77b","html_url":"https://github.com/bioscan-ml/dataset","commit_stats":null,"previous_names":["bioscan-ml/dataset"],"tags_count":6,"template":false,"template_full_name":"scottclowe/python-template-repo","purl":"pkg:github/bioscan-ml/dataset","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bioscan-ml","download_url":"https://codeload.github.com/bioscan-ml/dataset/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":270183917,"owners_count":24541424,"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":"2025-08-13T02:00:09.904Z","response_time":66,"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":"bioscan-ml","name":"BIOSCAN","uuid":"175227258","kind":"organization","description":"Illuminating biodiversity with DNA-based identification systems","email":"contact@bioscancanada.org","website":"https://biodiversitygenomics.net/research/bioscan/","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/175227258?v=4","repositories_count":1,"last_synced_at":"2024-10-29T05:17:09.632Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/bioscan-ml","funding_links":[],"total_stars":10,"followers":3,"following":0,"created_at":"2024-10-29T05:17:09.653Z","updated_at":"2024-10-29T05:17:09.653Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bioscan-ml","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bioscan-ml/repositories"},"tags":[{"name":"v1.3.0","sha":"cfa2e354a41ffd9b6effb18067424ee03201ac5a","kind":"commit","published_at":"2025-04-19T16:18:22.000Z","download_url":"https://codeload.github.com/bioscan-ml/dataset/tar.gz/v1.3.0","html_url":"https://github.com/bioscan-ml/dataset/releases/tag/v1.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/bioscan-ml/dataset@v1.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/tags/v1.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/tags/v1.3.0/manifests"},{"name":"v1.2.1","sha":"ef4fd79e69700195e363b7cb1750db24222c17e6","kind":"commit","published_at":"2025-04-11T17:45:00.000Z","download_url":"https://codeload.github.com/bioscan-ml/dataset/tar.gz/v1.2.1","html_url":"https://github.com/bioscan-ml/dataset/releases/tag/v1.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/bioscan-ml/dataset@v1.2.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/tags/v1.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/tags/v1.2.1/manifests"},{"name":"v1.2.0","sha":"afb6e23c432a9f9112542a4f4037850fe51da330","kind":"commit","published_at":"2025-04-03T18:31:35.000Z","download_url":"https://codeload.github.com/bioscan-ml/dataset/tar.gz/v1.2.0","html_url":"https://github.com/bioscan-ml/dataset/releases/tag/v1.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/bioscan-ml/dataset@v1.2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/tags/v1.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/tags/v1.2.0/manifests"},{"name":"v1.1.0","sha":"7d445c5e0203e2753fa0a2893e5f7dbc21adb063","kind":"commit","published_at":"2025-03-27T04:08:36.000Z","download_url":"https://codeload.github.com/bioscan-ml/dataset/tar.gz/v1.1.0","html_url":"https://github.com/bioscan-ml/dataset/releases/tag/v1.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/bioscan-ml/dataset@v1.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/tags/v1.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/tags/v1.1.0/manifests"},{"name":"v1.0.1","sha":"0455a848676fc45631875b4742ccdfcf52628bbd","kind":"commit","published_at":"2024-12-07T17:48:54.000Z","download_url":"https://codeload.github.com/bioscan-ml/dataset/tar.gz/v1.0.1","html_url":"https://github.com/bioscan-ml/dataset/releases/tag/v1.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/bioscan-ml/dataset@v1.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/tags/v1.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/tags/v1.0.1/manifests"},{"name":"v1.0.0","sha":"cdb38925784daf05e2fd5da18426ed831037b10d","kind":"commit","published_at":"2024-12-04T04:27:26.000Z","download_url":"https://codeload.github.com/bioscan-ml/dataset/tar.gz/v1.0.0","html_url":"https://github.com/bioscan-ml/dataset/releases/tag/v1.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/bioscan-ml/dataset@v1.0.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/tags/v1.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/tags/v1.0.0/manifests"}]},"repo_metadata_updated_at":"2025-08-13T05:24:51.868Z","dependent_packages_count":0,"downloads":66,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":55.92270389747398,"dependent_packages_count":9.934518867458475,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":32.92861138246623},"purl":"pkg:pypi/bioscan-dataset","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/bioscan-dataset","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/bioscan-dataset","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/bioscan-dataset/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":null,"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/bioscan-dataset/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/bioscan-dataset/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/bioscan-dataset/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/bioscan-dataset/related_packages","maintainers":[{"uuid":"scottclowe","login":"scottclowe","name":null,"email":null,"url":null,"packages_count":5,"html_url":"https://pypi.org/user/scottclowe/","role":null,"created_at":"2024-12-04T05:02:47.927Z","updated_at":"2024-12-04T05:02:47.927Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/scottclowe/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":725013,"maintainers_count":308322,"namespaces_count":0,"keywords_count":238006,"github":"pypi","metadata":{"funded_packages_count":50519},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-05T05:40:58.860Z","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":{"message":"Repository syncing started."},"issues_stats":{"full_name":"bioscan-ml/dataset","html_url":"https://github.com/bioscan-ml/dataset","last_synced_at":"2025-08-31T16:01:43.175Z","status":null,"issues_count":6,"pull_requests_count":52,"avg_time_to_close_issue":619211.6666666666,"avg_time_to_close_pull_request":109849.57142857143,"issues_closed_count":3,"pull_requests_closed_count":42,"pull_request_authors_count":4,"issue_authors_count":1,"avg_comments_per_issue":0.0,"avg_comments_per_pull_request":0.15384615384615385,"merged_pull_requests_count":42,"bot_issues_count":0,"bot_pull_requests_count":4,"past_year_issues_count":6,"past_year_pull_requests_count":52,"past_year_avg_time_to_close_issue":619211.6666666666,"past_year_avg_time_to_close_pull_request":109849.57142857143,"past_year_issues_closed_count":3,"past_year_pull_requests_closed_count":42,"past_year_pull_request_authors_count":4,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":0.15384615384615385,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":4,"past_year_merged_pull_requests_count":42,"created_at":"2025-08-29T12:33:30.901Z","updated_at":"2025-09-03T01:23:08.563Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/bioscan-ml%2Fdataset/issues","issue_labels_count":{"enhancement":4},"pull_request_labels_count":{"documentation":13,"enhancement":8,"bug":5},"issue_author_associations_count":{"MEMBER":6},"pull_request_author_associations_count":{"MEMBER":47,"CONTRIBUTOR":3,"NONE":2,"COLLABORATOR":1},"issue_authors":{"scottclowe":6},"pull_request_authors":{"scottclowe":47,"pre-commit-ci[bot]":4,"vivianp17":1,"xl-huo":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.444Z","repositories_count":10087320,"issues_count":31306968,"pull_requests_count":96469683,"authors_count":10696025,"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":{"enhancement":4},"past_year_pull_request_labels_count":{"documentation":13,"enhancement":8,"bug":5},"past_year_issue_author_associations_count":{"MEMBER":6},"past_year_pull_request_author_associations_count":{"MEMBER":47,"CONTRIBUTOR":3,"NONE":2,"COLLABORATOR":1},"past_year_issue_authors":{"scottclowe":6},"past_year_pull_request_authors":{"scottclowe":47,"pre-commit-ci[bot]":4,"vivianp17":1,"xl-huo":1},"maintainers":[{"login":"scottclowe","count":53,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/scottclowe"},{"login":"xl-huo","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/xl-huo"}],"active_maintainers":[{"login":"scottclowe","count":53,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/scottclowe"},{"login":"xl-huo","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/xl-huo"}]},"events":{"total":{"CreateEvent":70,"IssuesEvent":11,"ReleaseEvent":6,"WatchEvent":8,"DeleteEvent":58,"MemberEvent":2,"IssueCommentEvent":13,"PushEvent":192,"PullRequestReviewCommentEvent":15,"PullRequestReviewEvent":61,"PullRequestEvent":100,"ForkEvent":1},"last_year":{"CreateEvent":70,"IssuesEvent":11,"ReleaseEvent":6,"WatchEvent":8,"DeleteEvent":58,"MemberEvent":2,"IssueCommentEvent":13,"PushEvent":192,"PullRequestReviewCommentEvent":15,"PullRequestReviewEvent":61,"PullRequestEvent":100,"ForkEvent":1}},"keywords":[],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/docs.yaml","sha":null,"kind":"manifest","created_at":"2024-10-29T05:27:23.051Z","updated_at":"2024-10-29T05:27:23.051Z","repository_link":"https://github.com/bioscan-ml/dataset/blob/master/.github/workflows/docs.yaml","dependencies":[{"id":20464360552,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20464360553,"package_name":"docker://pandoc/core","ecosystem":"actions","requirements":"2.9","direct":true,"kind":"composite","optional":false},{"id":20464360645,"package_name":"ammaraskar/sphinx-action","ecosystem":"actions","requirements":"master","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/pre-commit.yaml","sha":null,"kind":"manifest","created_at":"2024-10-29T05:27:24.002Z","updated_at":"2024-10-29T05:27:24.002Z","repository_link":"https://github.com/bioscan-ml/dataset/blob/master/.github/workflows/pre-commit.yaml","dependencies":[{"id":20464360646,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20464360647,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":20464360648,"package_name":"pre-commit/action","ecosystem":"actions","requirements":"v3.0.0","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"docs/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-29T05:27:24.070Z","updated_at":"2024-10-29T05:27:24.070Z","repository_link":"https://github.com/bioscan-ml/dataset/blob/master/docs/requirements.txt","dependencies":[]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2024-10-29T05:27:24.117Z","updated_at":"2024-10-29T05:27:24.117Z","repository_link":"https://github.com/bioscan-ml/dataset/blob/master/pyproject.toml","dependencies":[]},{"ecosystem":"pypi","filepath":"requirements-dev.txt","sha":null,"kind":"manifest","created_at":"2024-10-29T05:27:24.164Z","updated_at":"2024-10-29T05:27:24.164Z","repository_link":"https://github.com/bioscan-ml/dataset/blob/master/requirements-dev.txt","dependencies":[{"id":20464360671,"package_name":"black","ecosystem":"pypi","requirements":"==24.8.0","direct":true,"kind":"development","optional":false},{"id":20464360672,"package_name":"identify","ecosystem":"pypi","requirements":"\u003e=1.4.20","direct":true,"kind":"development","optional":false},{"id":20464360673,"package_name":"pre-commit","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false}]},{"ecosystem":"pypi","filepath":"requirements-docs.txt","sha":null,"kind":"manifest","created_at":"2024-10-29T05:27:24.237Z","updated_at":"2024-10-29T05:27:24.237Z","repository_link":"https://github.com/bioscan-ml/dataset/blob/master/requirements-docs.txt","dependencies":[{"id":20464360674,"package_name":"myst-parser","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20464360675,"package_name":"pypandoc","ecosystem":"pypi","requirements":"\u003e=1.6.3","direct":true,"kind":"runtime","optional":false},{"id":20464360676,"package_name":"readthedocs-sphinx-search","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20464361037,"package_name":"sphinx","ecosystem":"pypi","requirements":"\u003e=3.5.4,\u003c6","direct":true,"kind":"runtime","optional":false},{"id":20464361040,"package_name":"sphinx-autobuild","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20464361043,"package_name":"sphinx_book_theme","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20464361222,"package_name":"watchdog","ecosystem":"pypi","requirements":"\u003c1.0.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2024-10-29T05:27:24.872Z","updated_at":"2024-10-29T05:27:24.872Z","repository_link":"https://github.com/bioscan-ml/dataset/blob/master/requirements.txt","dependencies":[{"id":20464361223,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20464361224,"package_name":"Pillow","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20464361225,"package_name":"torchvision","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2024-10-29T05:27:24.949Z","updated_at":"2024-10-29T05:27:24.949Z","repository_link":"https://github.com/bioscan-ml/dataset/blob/master/setup.py","dependencies":[]}],"score":null,"created_at":"2025-09-04T15:51:09.396Z","updated_at":"2025-10-07T08:14:52.700Z","avatar_url":"https://github.com/bioscan-ml.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":66,"funding_links":[],"readme_doi_urls":["https://www.doi.org/10.48550/arxiv.2406.12723","https://doi.org/10.1038/s41597-019-0320-2"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/35874","html_url":"https://science.ecosyste.ms/projects/35874"}