René's URL Explorer Experiment


Title: feat: add support for `hparam_range` and `hparam_candidates` to `bigframes.bigquery.create_model` by tswast · Pull Request #16640 · googleapis/google-cloud-python · GitHub

Open Graph Title: feat: add support for `hparam_range` and `hparam_candidates` to `bigframes.bigquery.create_model` by tswast · Pull Request #16640 · googleapis/google-cloud-python

X Title: feat: add support for `hparam_range` and `hparam_candidates` to `bigframes.bigquery.create_model` by tswast · Pull Request #16640 · googleapis/google-cloud-python

Description: Fixes internal issue b/501171054 🦕

Open Graph Description: Fixes internal issue b/501171054 🦕

X Description: Fixes internal issue b/501171054 🦕

Opengraph URL: https://github.com/googleapis/google-cloud-python/pull/16640

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository/pull/:id/files(.:format)
route-controllerpull_requests
route-actionfiles
fetch-noncev2:9974affc-de1f-8aa3-8b3b-59f52e78dc67
current-catalog-service-hashae870bc5e265a340912cde392f23dad3671a0a881730ffdadd82f2f57d81641b
request-idAB2A:336A5A:3281DE:49EB85:6A5745FF
html-safe-nonce758f23d8b7ede8d7465200cdc864b8005380e7ef4ba8616244beb9722723732a
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBQjJBOjMzNkE1QTozMjgxREU6NDlFQjg1OjZBNTc0NUZGIiwidmlzaXRvcl9pZCI6IjY3OTgyODExODIzMDIxMjc2MTUiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmacad1a50478e3fe1a2b2621af4c3136cd37c6cefd987c68ec68f13ace5d182b8b2
hovercard-subject-tagpull_request:3525338650
github-keyboard-shortcutsrepository,pull-request-list,pull-request-conversation,pull-request-files-changed,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location///pull_requests/show/files
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/googleapis/google-cloud-python/pull/16640/files
twitter:imagehttps://avatars.githubusercontent.com/u/247555?s=400&v=4
twitter:cardsummary_large_image
og:imagehttps://avatars.githubusercontent.com/u/247555?s=400&v=4
og:image:altFixes internal issue b/501171054 🦕
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None4e7a7296a3830877cf21a6ad2a972c9e618a48915e03966cf0c53eb08e5aad98
turbo-cache-controlno-preview
diff-viewunified
go-importgithub.com/googleapis/google-cloud-python git https://github.com/googleapis/google-cloud-python.git
octolytics-dimension-user_id16785467
octolytics-dimension-user_logingoogleapis
octolytics-dimension-repository_id16316451
octolytics-dimension-repository_nwogoogleapis/google-cloud-python
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id16316451
octolytics-dimension-repository_network_root_nwogoogleapis/google-cloud-python
turbo-body-classeslogged-out env-production page-responsive full-width
disable-turbotrue
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release2576d1f0198cf1588faf2edf27f1ed120903be10
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/googleapis/google-cloud-python/pull/16640/files#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fgoogleapis%2Fgoogle-cloud-python%2Fpull%2F16640%2Ffiles
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/accelerator
GitHub Starshttps://stars.github.com
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/enterprise/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fgoogleapis%2Fgoogle-cloud-python%2Fpull%2F16640%2Ffiles
Sign up https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E%2Fpull_requests%2Fshow%2Ffiles&source=header-repo&source_repo=googleapis%2Fgoogle-cloud-python
Reloadhttps://github.com/googleapis/google-cloud-python/pull/16640/files
Reloadhttps://github.com/googleapis/google-cloud-python/pull/16640/files
Reloadhttps://github.com/googleapis/google-cloud-python/pull/16640/files
Please reload this pagehttps://github.com/googleapis/google-cloud-python/pull/16640/files
googleapis https://github.com/googleapis
google-cloud-pythonhttps://github.com/googleapis/google-cloud-python
Notifications https://github.com/login?return_to=%2Fgoogleapis%2Fgoogle-cloud-python
Fork 1.7k https://github.com/login?return_to=%2Fgoogleapis%2Fgoogle-cloud-python
Star 5.3k https://github.com/login?return_to=%2Fgoogleapis%2Fgoogle-cloud-python
Code https://github.com/googleapis/google-cloud-python
Issues 447 https://github.com/googleapis/google-cloud-python/issues
Pull requests 139 https://github.com/googleapis/google-cloud-python/pulls
Discussions https://github.com/googleapis/google-cloud-python/discussions
Actions https://github.com/googleapis/google-cloud-python/actions
Projects https://github.com/googleapis/google-cloud-python/projects
Security and quality 0 https://github.com/googleapis/google-cloud-python/security
Insights https://github.com/googleapis/google-cloud-python/pulse
Code https://github.com/googleapis/google-cloud-python
Issues https://github.com/googleapis/google-cloud-python/issues
Pull requests https://github.com/googleapis/google-cloud-python/pulls
Discussions https://github.com/googleapis/google-cloud-python/discussions
Actions https://github.com/googleapis/google-cloud-python/actions
Projects https://github.com/googleapis/google-cloud-python/projects
Security and quality https://github.com/googleapis/google-cloud-python/security
Insights https://github.com/googleapis/google-cloud-python/pulse
Sign up for GitHub https://github.com/signup?return_to=%2Fgoogleapis%2Fgoogle-cloud-python%2Fissues%2Fnew%2Fchoose
terms of servicehttps://docs.github.com/terms
privacy statementhttps://docs.github.com/privacy
Sign inhttps://github.com/login?return_to=%2Fgoogleapis%2Fgoogle-cloud-python%2Fissues%2Fnew%2Fchoose
tswasthttps://github.com/tswast
mainhttps://github.com/googleapis/google-cloud-python/tree/main
b501171054-hparamhttps://github.com/googleapis/google-cloud-python/tree/b501171054-hparam
Conversation 5 https://github.com/googleapis/google-cloud-python/pull/16640
Commits 15 https://github.com/googleapis/google-cloud-python/pull/16640/commits
Checks 21 https://github.com/googleapis/google-cloud-python/pull/16640/checks
Files changed https://github.com/googleapis/google-cloud-python/pull/16640/files
Please reload this pagehttps://github.com/googleapis/google-cloud-python/pull/16640/files
feat: add support for hparam_range and hparam_candidates to bigframes.bigquery.create_model https://github.com/googleapis/google-cloud-python/pull/16640/files#top
Show all changes 15 commits https://github.com/googleapis/google-cloud-python/pull/16640/files
b5e8a06 feat(bigframes): Support Expression objects in create_model options google-labs-jules[bot] Apr 9, 2026 https://github.com/googleapis/google-cloud-python/pull/16640/commits/b5e8a06a5f22bf5abab4641bd6cc3939720f3a16
7ea8bf5 feat(bigframes): Support Expression objects in create_model options google-labs-jules[bot] Apr 10, 2026 https://github.com/googleapis/google-cloud-python/pull/16640/commits/7ea8bf595ea68fbbfc578f38eb20856cdec6b48c
f92c089 feat(bigframes): Support Expression objects in create_model options google-labs-jules[bot] Apr 10, 2026 https://github.com/googleapis/google-cloud-python/pull/16640/commits/f92c089cdca3dc212c7d3d42afb7f716a3acf5cb
5d874d0 feat(bigframes): Support Expression objects in create_model options google-labs-jules[bot] Apr 10, 2026 https://github.com/googleapis/google-cloud-python/pull/16640/commits/5d874d0f7b875b881a4bb08f6edd471af0112295
58aa74e feat(bigframes): Support Expression objects in create_model options google-labs-jules[bot] Apr 10, 2026 https://github.com/googleapis/google-cloud-python/pull/16640/commits/58aa74e9d4ada8798850a245b4d2292c47bb223e
8444d95 Merge remote-tracking branch 'upstream/main' into feat-bigframes-crea… tswast Apr 13, 2026 https://github.com/googleapis/google-cloud-python/pull/16640/commits/8444d95d865789453405e8f1459fee81bb6b3751
a95a36a feat: add support for `hparam_range` and `hparam_candidates` to `bigf… tswast Apr 13, 2026 https://github.com/googleapis/google-cloud-python/pull/16640/commits/a95a36a2040d2511510f9bee0eb42309c3a81a17
1ee0f93 Update packages/bigframes/bigframes/bigquery/_operations/mathematical.py tswast Apr 13, 2026 https://github.com/googleapis/google-cloud-python/pull/16640/commits/1ee0f93baa49405695d246d16632ae1c75c651dd
30506fa Apply suggestions from code review tswast Apr 13, 2026 https://github.com/googleapis/google-cloud-python/pull/16640/commits/30506fa1609cab52da09fe5cc9f8e08e010a5a8d
129e9d2 Merge remote-tracking branch 'upstream/main' into feat-bigframes-crea… tswast Apr 28, 2026 https://github.com/googleapis/google-cloud-python/pull/16640/commits/129e9d2fbb80f2791054defef653fbbf884a31ba
bfbfbf1 Merge remote-tracking branch 'upstream/feat-bigframes-create-model-ex… tswast Apr 28, 2026 https://github.com/googleapis/google-cloud-python/pull/16640/commits/bfbfbf160a5d9f8b8c5b6458973a19b5932de2fe
72859ae Merge remote-tracking branch 'upstream/b501171054-hparam' into b50117… tswast Apr 28, 2026 https://github.com/googleapis/google-cloud-python/pull/16640/commits/72859aefc5245c5be56f6251fb2c06ef65348d04
eec1c04 Merge remote-tracking branch 'upstream/main' into b501171054-hparam tswast Apr 28, 2026 https://github.com/googleapis/google-cloud-python/pull/16640/commits/eec1c04b5f9117cc3ddb71fe08bf27d16763eb22
32e7040 chore: mypy fixesx tswast Apr 28, 2026 https://github.com/googleapis/google-cloud-python/pull/16640/commits/32e7040916024ed3cd33dcb275a341e879645adf
9ad1d3e Merge remote-tracking branch 'upstream/main' into b501171054-hparam tswast Apr 28, 2026 https://github.com/googleapis/google-cloud-python/pull/16640/commits/9ad1d3e44d03c598e52f5b21b148a5c83e159575
Clear filters https://github.com/googleapis/google-cloud-python/pull/16640/files
Please reload this pagehttps://github.com/googleapis/google-cloud-python/pull/16640/files
Please reload this pagehttps://github.com/googleapis/google-cloud-python/pull/16640/files
__init__.py https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-7c04795f968adbed078b969db289c7b03826b02665ec725af4d8bff013a66d31
mathematical.py https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-1fbe626315c7960db5eaaa3d750d80bea80575df4a1475dbadd91be8bbf67a37
ml.py https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-10d02c9edfe1320cc273b86c08711c77f609dd90231adddcdfad6e2bc094d1bd
create_model_expression_option.sql https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-ca4bc3ca9ab5e6d89eb0f24a5833100ef14c4f6e95598767d0ce5f0d9f603adb
create_model_hparam_tuning.sql https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-d0be9bd20910d5e92b6dfbfae4fe33b6e6fdcb06ea56c22242ce02ce99f2d77b
test_ml.py https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-b9a63201ba6a96256585511a027bba0375c13c307e5cc9266fb9dd4293d9ed9d
https://github.com/googleapis/google-cloud-python/blob/main/.github/CODEOWNERS#L31
packages/bigframes/bigframes/bigquery/__init__.pyhttps://github.com/googleapis/google-cloud-python/pull/16640/files#diff-7c04795f968adbed078b969db289c7b03826b02665ec725af4d8bff013a66d31
View file https://github.com/googleapis/google-cloud-python/blob/9ad1d3e44d03c598e52f5b21b148a5c83e159575/packages/bigframes/bigframes/bigquery/__init__.py
Open in desktop https://desktop.github.com
https://github.co/hiddenchars
https://github.com/googleapis/google-cloud-python/pull/16640/{{ revealButtonHref }}
https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-7c04795f968adbed078b969db289c7b03826b02665ec725af4d8bff013a66d31
https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-7c04795f968adbed078b969db289c7b03826b02665ec725af4d8bff013a66d31
https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-7c04795f968adbed078b969db289c7b03826b02665ec725af4d8bff013a66d31
https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-7c04795f968adbed078b969db289c7b03826b02665ec725af4d8bff013a66d31
https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-7c04795f968adbed078b969db289c7b03826b02665ec725af4d8bff013a66d31
https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-7c04795f968adbed078b969db289c7b03826b02665ec725af4d8bff013a66d31
https://github.com/googleapis/google-cloud-python/blob/main/.github/CODEOWNERS#L31
packages/bigframes/bigframes/bigquery/_operations/mathematical.pyhttps://github.com/googleapis/google-cloud-python/pull/16640/files#diff-1fbe626315c7960db5eaaa3d750d80bea80575df4a1475dbadd91be8bbf67a37
View file https://github.com/googleapis/google-cloud-python/blob/9ad1d3e44d03c598e52f5b21b148a5c83e159575/packages/bigframes/bigframes/bigquery/_operations/mathematical.py
Open in desktop https://desktop.github.com
https://github.co/hiddenchars
https://github.com/googleapis/google-cloud-python/pull/16640/{{ revealButtonHref }}
https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-1fbe626315c7960db5eaaa3d750d80bea80575df4a1475dbadd91be8bbf67a37
https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-1fbe626315c7960db5eaaa3d750d80bea80575df4a1475dbadd91be8bbf67a37
https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-1fbe626315c7960db5eaaa3d750d80bea80575df4a1475dbadd91be8bbf67a37
sycaihttps://github.com/sycai
May 5, 2026https://github.com/googleapis/google-cloud-python/pull/16640/files#r3190293048
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
Please reload this pagehttps://github.com/googleapis/google-cloud-python/pull/16640/files
tswasthttps://github.com/tswast
May 5, 2026https://github.com/googleapis/google-cloud-python/pull/16640/files#r3190478080
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
Please reload this pagehttps://github.com/googleapis/google-cloud-python/pull/16640/files
https://github.com/googleapis/google-cloud-python/blob/main/.github/CODEOWNERS#L31
packages/bigframes/bigframes/bigquery/_operations/ml.pyhttps://github.com/googleapis/google-cloud-python/pull/16640/files#diff-10d02c9edfe1320cc273b86c08711c77f609dd90231adddcdfad6e2bc094d1bd
View file https://github.com/googleapis/google-cloud-python/blob/9ad1d3e44d03c598e52f5b21b148a5c83e159575/packages/bigframes/bigframes/bigquery/_operations/ml.py
Open in desktop https://desktop.github.com
https://github.co/hiddenchars
https://github.com/googleapis/google-cloud-python/pull/16640/{{ revealButtonHref }}
https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-10d02c9edfe1320cc273b86c08711c77f609dd90231adddcdfad6e2bc094d1bd
https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-10d02c9edfe1320cc273b86c08711c77f609dd90231adddcdfad6e2bc094d1bd
https://github.com/googleapis/google-cloud-python/blob/main/.github/CODEOWNERS#L31
.../snapshots/test_ml/test_create_model_expression_option/create_model_expression_option.sqlhttps://github.com/googleapis/google-cloud-python/pull/16640/files#diff-ca4bc3ca9ab5e6d89eb0f24a5833100ef14c4f6e95598767d0ce5f0d9f603adb
View file https://github.com/googleapis/google-cloud-python/blob/01b9fcee190c3b94f97e35fc713debffe2fd7da9/packages/bigframes/tests/unit/core/sql/snapshots/test_ml/test_create_model_expression_option/create_model_expression_option.sql
Open in desktop https://desktop.github.com
Please reload this pagehttps://github.com/googleapis/google-cloud-python/pull/16640/files
https://github.com/googleapis/google-cloud-python/blob/main/.github/CODEOWNERS#L31
...core/sql/snapshots/test_ml/test_create_model_hparam_tuning/create_model_hparam_tuning.sqlhttps://github.com/googleapis/google-cloud-python/pull/16640/files#diff-d0be9bd20910d5e92b6dfbfae4fe33b6e6fdcb06ea56c22242ce02ce99f2d77b
View file https://github.com/googleapis/google-cloud-python/blob/9ad1d3e44d03c598e52f5b21b148a5c83e159575/packages/bigframes/tests/unit/core/sql/snapshots/test_ml/test_create_model_hparam_tuning/create_model_hparam_tuning.sql
Open in desktop https://desktop.github.com
https://github.co/hiddenchars
https://github.com/googleapis/google-cloud-python/pull/16640/{{ revealButtonHref }}
https://github.com/googleapis/google-cloud-python/blob/main/.github/CODEOWNERS#L31
packages/bigframes/tests/unit/core/sql/test_ml.pyhttps://github.com/googleapis/google-cloud-python/pull/16640/files#diff-b9a63201ba6a96256585511a027bba0375c13c307e5cc9266fb9dd4293d9ed9d
View file https://github.com/googleapis/google-cloud-python/blob/9ad1d3e44d03c598e52f5b21b148a5c83e159575/packages/bigframes/tests/unit/core/sql/test_ml.py
Open in desktop https://desktop.github.com
https://github.co/hiddenchars
https://github.com/googleapis/google-cloud-python/pull/16640/{{ revealButtonHref }}
https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-b9a63201ba6a96256585511a027bba0375c13c307e5cc9266fb9dd4293d9ed9d
https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-b9a63201ba6a96256585511a027bba0375c13c307e5cc9266fb9dd4293d9ed9d
https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-b9a63201ba6a96256585511a027bba0375c13c307e5cc9266fb9dd4293d9ed9d
https://github.com/googleapis/google-cloud-python/pull/16640/files#diff-b9a63201ba6a96256585511a027bba0375c13c307e5cc9266fb9dd4293d9ed9d
Please reload this pagehttps://github.com/googleapis/google-cloud-python/pull/16640/files
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width


URLs of crawlers that visited me.