{"id":356596,"url":"https://github.com/Sm00thix/IKPLS","last_synced_at":"2026-06-20T22:30:26.595Z","repository":{"id":203976643,"uuid":"704535532","full_name":"sm00thix/ikpls","owner":"sm00thix","description":"Fast CPU and GPU Python implementations of Improved Kernel Partial Least Squares (PLS) by Dayal and MacGregor (1997) and Fast Partition-Based Cross-Validation With Centering and Scaling for XTX and XTY by Engstrøm and Jensen (2025). This package also includes options to use sample weights for PLS modeling.","archived":false,"fork":false,"pushed_at":"2026-02-03T17:53:55.000Z","size":2475,"stargazers_count":33,"open_issues_count":0,"forks_count":5,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-06-09T17:05:40.683Z","etag":null,"topics":["algorithm","data-science","gpu-support","linear-regression","partial-least-squares","partial-least-squares-regression","pls","plsda","plsr","tpu-acceleration","weighted-least-squares","weighted-linear-regression","weighted-regression"],"latest_commit_sha":null,"homepage":"https://ikpls.readthedocs.io/en/latest/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sm00thix.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,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2023-10-13T13:18:21.000Z","updated_at":"2026-03-16T21:48:38.000Z","dependencies_parsed_at":"2026-02-11T07:04:02.249Z","dependency_job_id":null,"html_url":"https://github.com/sm00thix/ikpls","commit_stats":null,"previous_names":["sm00thix/ikpls"],"tags_count":12,"template":false,"template_full_name":null,"purl":"pkg:github/sm00thix/ikpls","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sm00thix","download_url":"https://codeload.github.com/sm00thix/ikpls/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34377983,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-15T02:00:07.085Z","response_time":63,"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":"Sm00thix","name":"Ole-Christian Galbo Engstrøm","uuid":"12599803","kind":"user","description":"Industrial Ph.D. Student at The University of Copenhagen, Department of Computer Science.","email":"","website":null,"location":"Denmark","twitter":null,"company":"University of Copenhagen and FOSS Analytical A/S","icon_url":"https://avatars.githubusercontent.com/u/12599803?u=ce17cc89d63263715bfc7352eb368beb67f81f67\u0026v=4","repositories_count":1,"last_synced_at":"2023-10-17T03:45:35.982Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/Sm00thix","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-10-17T03:45:35.984Z","updated_at":"2023-10-17T03:45:35.984Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Sm00thix","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Sm00thix/repositories"},"packages":[{"id":8562857,"name":"ikpls","ecosystem":"pypi","description":"Improved Kernel PLS and Fast Cross-Validation.","homepage":"https://ikpls.readthedocs.io/en/latest/","licenses":"Apache-2.0","normalized_licenses":["Apache-2.0"],"repository_url":"https://github.com/sm00thix/ikpls","keywords_array":[],"namespace":null,"versions_count":44,"first_release_published_at":"2023-11-09T21:50:52.000Z","latest_release_published_at":"2026-01-21T21:41:44.000Z","latest_release_number":"4.0.1","last_synced_at":"2026-06-15T20:01:58.731Z","created_at":"2023-11-09T22:07:18.380Z","updated_at":"2026-06-15T20:03:00.428Z","registry_url":"https://pypi.org/project/ikpls/","install_command":"pip install ikpls --index-url https://pypi.org/simple","documentation_url":"https://ikpls.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["License :: OSI Approved :: Apache Software License","Programming Language :: Python :: 3","Programming Language :: Python :: 3.11","Programming Language :: Python :: 3.12","Programming Language :: Python :: 3.13","Programming Language :: Python :: 3.14"],"normalized_name":"ikpls","project_status":null},"repo_metadata":{"id":203976643,"uuid":"704535532","full_name":"sm00thix/ikpls","owner":"sm00thix","description":"Fast CPU and GPU Python implementations of Improved Kernel Partial Least Squares (PLS) by Dayal and MacGregor (1997) and Fast Partition-Based Cross-Validation With Centering and Scaling for XTX and XTY by Engstrøm and Jensen (2025). This package also includes options to use sample weights for PLS modeling.","archived":false,"fork":false,"pushed_at":"2026-02-03T17:53:55.000Z","size":2475,"stargazers_count":33,"open_issues_count":0,"forks_count":5,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-05-30T12:04:00.372Z","etag":null,"topics":["algorithm","data-science","gpu-support","linear-regression","partial-least-squares","partial-least-squares-regression","pls","plsda","plsr","tpu-acceleration","weighted-least-squares","weighted-linear-regression","weighted-regression"],"latest_commit_sha":null,"homepage":"https://ikpls.readthedocs.io/en/latest/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sm00thix.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,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2023-10-13T13:18:21.000Z","updated_at":"2026-03-16T21:48:38.000Z","dependencies_parsed_at":"2026-02-11T07:04:02.249Z","dependency_job_id":null,"html_url":"https://github.com/sm00thix/ikpls","commit_stats":null,"previous_names":["sm00thix/ikpls"],"tags_count":12,"template":false,"template_full_name":null,"purl":"pkg:github/sm00thix/ikpls","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sm00thix","download_url":"https://codeload.github.com/sm00thix/ikpls/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34116461,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-09T02:00:06.510Z","response_time":63,"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":"Sm00thix","name":"Ole-Christian Galbo Engstrøm","uuid":"12599803","kind":"user","description":"Industrial Ph.D. Student at The University of Copenhagen, Department of Computer Science.","email":"","website":null,"location":"Denmark","twitter":null,"company":"University of Copenhagen and FOSS Analytical A/S","icon_url":"https://avatars.githubusercontent.com/u/12599803?u=ce17cc89d63263715bfc7352eb368beb67f81f67\u0026v=4","repositories_count":1,"last_synced_at":"2023-10-17T03:45:35.982Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/Sm00thix","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-10-17T03:45:35.984Z","updated_at":"2023-10-17T03:45:35.984Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Sm00thix","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Sm00thix/repositories"},"tags":[{"name":"v4.0.1.post1","sha":"e038d1fbc5aa19c48d9e243f1c73c1524bd13571","kind":"commit","published_at":"2026-02-01T21:46:04.000Z","download_url":"https://codeload.github.com/sm00thix/ikpls/tar.gz/v4.0.1.post1","html_url":"https://github.com/sm00thix/ikpls/releases/tag/v4.0.1.post1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/sm00thix/ikpls@v4.0.1.post1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v4.0.1.post1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v4.0.1.post1/manifests"},{"name":"v4.0.1","sha":"489d0c7ae2d99e961dc7a96299404a9f3e4ae28c","kind":"commit","published_at":"2026-01-21T20:28:49.000Z","download_url":"https://codeload.github.com/sm00thix/ikpls/tar.gz/v4.0.1","html_url":"https://github.com/sm00thix/ikpls/releases/tag/v4.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/sm00thix/ikpls@v4.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v4.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v4.0.1/manifests"},{"name":"v4.0.0","sha":"86c4189616159ba117ee416e45feba7b84dc6a3a","kind":"commit","published_at":"2026-01-06T15:10:23.000Z","download_url":"https://codeload.github.com/sm00thix/ikpls/tar.gz/v4.0.0","html_url":"https://github.com/sm00thix/ikpls/releases/tag/v4.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/sm00thix/ikpls@v4.0.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v4.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v4.0.0/manifests"},{"name":"v3.1.0","sha":"56d7757eee33f73d4026df64869c902272b0758f","kind":"commit","published_at":"2026-01-05T12:22:47.000Z","download_url":"https://codeload.github.com/sm00thix/ikpls/tar.gz/v3.1.0","html_url":"https://github.com/sm00thix/ikpls/releases/tag/v3.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/sm00thix/ikpls@v3.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v3.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v3.1.0/manifests"},{"name":"v3.0.0.post1","sha":"ba4f4f3de61c60691d5a60edf05f3dabc3f8b654","kind":"commit","published_at":"2025-07-11T21:59:32.000Z","download_url":"https://codeload.github.com/sm00thix/ikpls/tar.gz/v3.0.0.post1","html_url":"https://github.com/sm00thix/ikpls/releases/tag/v3.0.0.post1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/sm00thix/ikpls@v3.0.0.post1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v3.0.0.post1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v3.0.0.post1/manifests"},{"name":"v3.0.0","sha":"a52f3d7950ed726ab541f1660b1116c776b56bbc","kind":"commit","published_at":"2025-07-11T16:40:45.000Z","download_url":"https://codeload.github.com/sm00thix/ikpls/tar.gz/v3.0.0","html_url":"https://github.com/sm00thix/ikpls/releases/tag/v3.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/sm00thix/ikpls@v3.0.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v3.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v3.0.0/manifests"},{"name":"v2.0.0","sha":"64220c57527008f16534a227d0a087cdf7548a80","kind":"commit","published_at":"2025-02-24T11:23:55.000Z","download_url":"https://codeload.github.com/sm00thix/ikpls/tar.gz/v2.0.0","html_url":"https://github.com/sm00thix/ikpls/releases/tag/v2.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/sm00thix/ikpls@v2.0.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v2.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v2.0.0/manifests"},{"name":"v1.2.5.post11","sha":"cfa058fb468ced82ae1865da3856a4ad55832105","kind":"commit","published_at":"2025-01-31T23:20:50.000Z","download_url":"https://codeload.github.com/sm00thix/ikpls/tar.gz/v1.2.5.post11","html_url":"https://github.com/sm00thix/ikpls/releases/tag/v1.2.5.post11","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/sm00thix/ikpls@v1.2.5.post11","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v1.2.5.post11","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v1.2.5.post11/manifests"},{"name":"v1.2.5.post10","sha":"8e26e35b57c8cd99a5c9f34c6057fc9e02c9e6a6","kind":"commit","published_at":"2025-01-31T19:29:34.000Z","download_url":"https://codeload.github.com/sm00thix/ikpls/tar.gz/v1.2.5.post10","html_url":"https://github.com/sm00thix/ikpls/releases/tag/v1.2.5.post10","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/sm00thix/ikpls@v1.2.5.post10","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v1.2.5.post10","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v1.2.5.post10/manifests"},{"name":"v1.2.5.post9","sha":"74050c38bafdb1af434517e122e36bbf38b7e88a","kind":"commit","published_at":"2025-01-31T19:11:15.000Z","download_url":"https://codeload.github.com/sm00thix/ikpls/tar.gz/v1.2.5.post9","html_url":"https://github.com/sm00thix/ikpls/releases/tag/v1.2.5.post9","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/sm00thix/ikpls@v1.2.5.post9","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v1.2.5.post9","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v1.2.5.post9/manifests"},{"name":"v1.2.5","sha":"d11746df40a20513e2c4764bbceea60becbc6ec7","kind":"commit","published_at":"2024-08-05T07:48:20.000Z","download_url":"https://codeload.github.com/sm00thix/ikpls/tar.gz/v1.2.5","html_url":"https://github.com/sm00thix/ikpls/releases/tag/v1.2.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/sm00thix/ikpls@v1.2.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v1.2.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v1.2.5/manifests"},{"name":"v1.2.4","sha":"0ddea86570f2fb1aa5c498e0fe2d4e1cee05538b","kind":"commit","published_at":"2024-07-07T22:00:53.000Z","download_url":"https://codeload.github.com/sm00thix/ikpls/tar.gz/v1.2.4","html_url":"https://github.com/sm00thix/ikpls/releases/tag/v1.2.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/sm00thix/ikpls@v1.2.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v1.2.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sm00thix%2Fikpls/tags/v1.2.4/manifests"}]},"repo_metadata_updated_at":"2026-06-15T20:03:00.427Z","dependent_packages_count":0,"downloads":1261,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":67.80936583860515,"dependent_packages_count":9.886839470978867,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":38.84810265479201},"purl":"pkg:pypi/ikpls","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/ikpls","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/ikpls","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/ikpls/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2026-01-21T21:02:48.380Z","issues_count":16,"pull_requests_count":41,"avg_time_to_close_issue":1038393.9230769231,"avg_time_to_close_pull_request":123198.55263157895,"issues_closed_count":13,"pull_requests_closed_count":38,"pull_request_authors_count":3,"issue_authors_count":5,"avg_comments_per_issue":4.4375,"avg_comments_per_pull_request":0.3902439024390244,"merged_pull_requests_count":38,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":8,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":58031.2,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":5,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":0.125,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":5,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sm00thix%2FIKPLS/issues","maintainers":[{"login":"sm00thix","count":22,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/sm00thix"},{"login":"Sm00thix","count":12,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/Sm00thix"}],"active_maintainers":[{"login":"sm00thix","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/sm00thix"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/ikpls/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/ikpls/version_numbers","latest_version_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/ikpls/latest_version","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/ikpls/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/ikpls/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/ikpls/codemeta","maintainers":[{"uuid":"Sm00thix","login":"Sm00thix","name":null,"email":null,"url":null,"packages_count":2,"html_url":"https://pypi.org/user/Sm00thix/","role":null,"created_at":"2023-11-09T22:08:49.480Z","updated_at":"2023-11-09T22:08:49.480Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/Sm00thix/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":889399,"maintainers_count":380928,"namespaces_count":0,"keywords_count":289179,"github":"pypi","metadata":{"funded_packages_count":54301},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2026-06-10T05:13:28.296Z","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":9624798,"full_name":"Sm00thix/IKPLS","default_branch":"main","total_commits":210,"total_committers":4,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":52.5,"dds":0.18095238095238098,"past_year_total_commits":14,"past_year_total_committers":2,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":7.0,"past_year_dds":0.3571428571428571,"last_synced_at":"2026-06-15T20:03:50.032Z","last_synced_commit":"e99ad00a39bb4f7c98c3015bbcd2bdd6756af233","created_at":"2025-04-11T10:47:06.084Z","updated_at":"2026-06-15T20:03:17.069Z","committers":[{"name":"Ole Engstrøm","email":"oleemail@icloud.com","login":"sm00thix","count":172},{"name":"Ole-Christian Galbo Engstrøm","email":"Sm00thix","login":"Sm00thix","count":23},{"name":"Ole-Christian Galbo Engstrøm","email":"ocge@foss.dk","login":null,"count":10},{"name":"parmentelat","email":"thierry.parmentelat@inria.fr","login":"parmentelat","count":5}],"past_year_committers":[{"name":"Ole-Christian Galbo Engstrøm","email":"ocge@foss.dk","login":null,"count":9},{"name":"Ole-Christian Galbo Engstrøm","email":"12599803+sm00thix","login":"sm00thix","count":5}],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sm00thix%2FIKPLS/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-06-19T00:00:07.604Z","repositories_count":6264097,"commits_count":875126120,"contributors_count":35079500,"owners_count":1168883,"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":{"table":{"full_name":"Sm00thix/IKPLS","html_url":"https://github.com/Sm00thix/IKPLS","last_synced_at":"2026-01-21T21:02:48.380Z","status":"active","issues_count":16,"pull_requests_count":41,"avg_time_to_close_issue":1038393.9230769231,"avg_time_to_close_pull_request":123198.55263157895,"issues_closed_count":13,"pull_requests_closed_count":38,"pull_request_authors_count":3,"issue_authors_count":5,"avg_comments_per_issue":4.4375,"avg_comments_per_pull_request":0.3902439024390244,"merged_pull_requests_count":38,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":8,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":58031.2,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":5,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":0.125,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":5,"created_at":"2025-04-11T10:47:06.951Z","updated_at":"2026-01-21T21:02:48.380Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sm00thix%2FIKPLS","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sm00thix%2FIKPLS/issues","issue_labels_count":{"table":{"question":1}},"pull_request_labels_count":{"table":{}},"issue_author_associations_count":{"table":{"NONE":7,"CONTRIBUTOR":5,"OWNER":4}},"pull_request_author_associations_count":{"table":{"OWNER":30,"CONTRIBUTOR":10,"NONE":1}},"issue_authors":{"table":{"parmentelat":8,"Sm00thix":4,"basileMarchand":2,"ayaanhossain":1,"nic-Oban":1}},"pull_request_authors":{"table":{"sm00thix":22,"parmentelat":11,"Sm00thix":8}},"host":{"table":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-06-19T00:00:10.812Z","repositories_count":14815386,"issues_count":32996677,"pull_requests_count":108955482,"authors_count":11312033,"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":{"table":{}},"past_year_pull_request_labels_count":{"table":{}},"past_year_issue_author_associations_count":{"table":{}},"past_year_pull_request_author_associations_count":{"table":{"OWNER":4}},"past_year_issue_authors":{"table":{}},"past_year_pull_request_authors":{"table":{"sm00thix":4}},"maintainers":[{"table":{"login":"sm00thix","count":22,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/sm00thix"}},{"table":{"login":"Sm00thix","count":12,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/Sm00thix"}}],"active_maintainers":[{"table":{"login":"sm00thix","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/sm00thix"}}]}},"events":{"total":{"ReleaseEvent":7,"DeleteEvent":6,"PullRequestEvent":6,"ForkEvent":2,"IssuesEvent":1,"WatchEvent":18,"IssueCommentEvent":2,"PushEvent":57,"CreateEvent":7},"last_year":{"ReleaseEvent":2,"DeleteEvent":4,"PullRequestEvent":5,"WatchEvent":4,"PushEvent":28,"CreateEvent":2}},"keywords":["algorithm","data-science","gpu-support","linear-regression","partial-least-squares","partial-least-squares-regression","pls","plsda","plsr","tpu-acceleration","weighted-least-squares","weighted-linear-regression","weighted-regression"],"dependencies":[{"ecosystem":"actions","filepath":".github/actions/test/action.yml","sha":null,"kind":"manifest","created_at":"2026-02-11T07:03:58.317Z","updated_at":"2026-02-11T07:03:58.317Z","repository_link":"https://github.com/sm00thix/ikpls/blob/main/.github/actions/test/action.yml","dependencies":[{"id":25815729640,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/actions/build/action.yml","sha":null,"kind":"manifest","created_at":"2026-02-11T07:03:58.045Z","updated_at":"2026-02-11T07:03:58.045Z","repository_link":"https://github.com/sm00thix/ikpls/blob/main/.github/actions/build/action.yml","dependencies":[{"id":25815729635,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":25815729636,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":25815729637,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/actions/release/action.yml","sha":null,"kind":"manifest","created_at":"2026-02-11T07:03:58.130Z","updated_at":"2026-02-11T07:03:58.130Z","repository_link":"https://github.com/sm00thix/ikpls/blob/main/.github/actions/release/action.yml","dependencies":[{"id":25815729638,"package_name":"actions/download-artifact","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":25815729639,"package_name":"sigstore/gh-action-sigstore-python","ecosystem":"actions","requirements":"v3.0.0","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"docs/requirements.txt","sha":null,"kind":"manifest","created_at":"2026-02-11T07:04:00.200Z","updated_at":"2026-02-11T07:04:00.200Z","repository_link":"https://github.com/sm00thix/ikpls/blob/main/docs/requirements.txt","dependencies":[{"id":25815729654,"package_name":"ikpls","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25815729655,"package_name":"sphinx","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25815729656,"package_name":"sphinx-rtd-theme","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":25815729657,"package_name":"myst-parser","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/package_workflow.yml","sha":null,"kind":"manifest","created_at":"2026-02-11T07:03:58.432Z","updated_at":"2026-02-11T07:03:58.432Z","repository_link":"https://github.com/sm00thix/ikpls/blob/main/.github/workflows/package_workflow.yml","dependencies":[{"id":25815729641,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":25815729642,"package_name":"./.github/actions/build","ecosystem":"actions","requirements":"*","direct":true,"kind":"composite","optional":false},{"id":25815729643,"package_name":"actions/download-artifact","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":25815729644,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"release/v1","direct":true,"kind":"composite","optional":false},{"id":25815729645,"package_name":"./.github/actions/release","ecosystem":"actions","requirements":"*","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/pull_request_package_workflow.yml","sha":null,"kind":"manifest","created_at":"2026-02-11T07:03:59.277Z","updated_at":"2026-02-11T07:03:59.277Z","repository_link":"https://github.com/sm00thix/ikpls/blob/main/.github/workflows/pull_request_package_workflow.yml","dependencies":[{"id":25815729646,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":25815729647,"package_name":"./.github/actions/build","ecosystem":"actions","requirements":"*","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"poetry.lock","sha":null,"kind":"lockfile","created_at":"2026-02-11T07:04:00.817Z","updated_at":"2026-02-11T07:04:00.817Z","repository_link":"https://github.com/sm00thix/ikpls/blob/main/poetry.lock","dependencies":[{"id":25815729658,"package_name":"colorama","ecosystem":"pypi","requirements":"0.4.6","direct":false,"kind":"runtime","optional":false},{"id":25815729659,"package_name":"cvmatrix","ecosystem":"pypi","requirements":"3.1.6","direct":false,"kind":"runtime","optional":false},{"id":25815729660,"package_name":"jax","ecosystem":"pypi","requirements":"0.9.0","direct":false,"kind":"runtime","optional":false},{"id":25815729695,"package_name":"jaxlib","ecosystem":"pypi","requirements":"0.9.0","direct":false,"kind":"runtime","optional":false},{"id":25815729698,"package_name":"joblib","ecosystem":"pypi","requirements":"1.5.3","direct":false,"kind":"runtime","optional":false},{"id":25815729699,"package_name":"ml-dtypes","ecosystem":"pypi","requirements":"0.5.4","direct":false,"kind":"runtime","optional":false},{"id":25815729719,"package_name":"numpy","ecosystem":"pypi","requirements":"2.4.2","direct":false,"kind":"runtime","optional":false},{"id":25815729720,"package_name":"opt-einsum","ecosystem":"pypi","requirements":"3.4.0","direct":false,"kind":"runtime","optional":false},{"id":25815729721,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"1.8.0","direct":false,"kind":"runtime","optional":false},{"id":25815729722,"package_name":"scipy","ecosystem":"pypi","requirements":"1.17.0","direct":false,"kind":"runtime","optional":false},{"id":25815729723,"package_name":"threadpoolctl","ecosystem":"pypi","requirements":"3.6.0","direct":false,"kind":"runtime","optional":false},{"id":25815729724,"package_name":"tqdm","ecosystem":"pypi","requirements":"4.67.2","direct":false,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2026-02-11T07:04:02.122Z","updated_at":"2026-02-11T07:04:02.122Z","repository_link":"https://github.com/sm00thix/ikpls/blob/main/pyproject.toml","dependencies":[{"id":25815729725,"package_name":"python","ecosystem":"pypi","requirements":"\u003e=3.11, \u003c3.15","direct":true,"kind":"runtime","optional":false},{"id":25815729726,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=2.0.0","direct":true,"kind":"runtime","optional":false},{"id":25815729727,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=1.5.0","direct":true,"kind":"runtime","optional":false},{"id":25815729728,"package_name":"tqdm","ecosystem":"pypi","requirements":"\u003e=4.66.1","direct":true,"kind":"runtime","optional":false},{"id":25815729729,"package_name":"joblib","ecosystem":"pypi","requirements":"\u003e=1.3.2","direct":true,"kind":"runtime","optional":false},{"id":25815729730,"package_name":"cvmatrix","ecosystem":"pypi","requirements":"\u003e=3.0.0","direct":true,"kind":"runtime","optional":false},{"id":25815729731,"package_name":"jax","ecosystem":"pypi","requirements":"\u003e=0.5.0","direct":true,"kind":"runtime","optional":false},{"id":25815729732,"package_name":"jaxlib","ecosystem":"pypi","requirements":"\u003e=0.5.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/pull_request_test_workflow.yml","sha":null,"kind":"manifest","created_at":"2026-02-11T07:03:59.346Z","updated_at":"2026-02-11T07:03:59.346Z","repository_link":"https://github.com/sm00thix/ikpls/blob/main/.github/workflows/pull_request_test_workflow.yml","dependencies":[{"id":25815729648,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":25815729649,"package_name":"./.github/actions/test","ecosystem":"actions","requirements":"*","direct":true,"kind":"composite","optional":false},{"id":25815729650,"package_name":"coverallsapp/github-action","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/test_workflow.yml","sha":null,"kind":"manifest","created_at":"2026-02-11T07:04:00.072Z","updated_at":"2026-02-11T07:04:00.072Z","repository_link":"https://github.com/sm00thix/ikpls/blob/main/.github/workflows/test_workflow.yml","dependencies":[{"id":25815729651,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":25815729652,"package_name":"./.github/actions/test","ecosystem":"actions","requirements":"*","direct":true,"kind":"composite","optional":false},{"id":25815729653,"package_name":"coverallsapp/github-action","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]}],"score":12.02325496568753,"created_at":"2025-04-11T10:17:30.616Z","updated_at":"2026-06-20T22:30:26.596Z","avatar_url":"https://github.com/sm00thix.png","language":"Python","codemeta":null,"publiccode":null,"project_url":"https://summary.ecosyste.ms/api/v1/projects/356596","html_url":"https://summary.ecosyste.ms/projects/356596"}