{"schema_version":"1.0.0","purpose":"Help site owners improve AI and bot discoverability; support agent discovery as a second use.","discovery":{"free":true,"authentication":"none","paid_placement":false},"total":1,"count":1,"offset":0,"limit":25,"next":null,"entries":[{"id":"repo-1300740657","name":"rpcoelho17/PatternSearch_HyperParam_Opt__V2 — AI/Bot Repository","category":"Other resources","description":"scikit-learn-compatible hyperparameter search: BayesHalvingSearchCV (or HalvingBayesianSearchCV - Bayesian/GP) and PatternSearchCV (Hooke-Jeeves), with multi-fidelity data growth for faster tuning on large datasets","publisher":"rpcoelho17 (GitHub owner)","website":"https://github.com/rpcoelho17/PatternSearch_HyperParam_Opt__V2","listing_url":"https://gatewayinformationgroup.com/directory/sites/repo-1300740657","tags":["AI","Repository metadata","machine-learning"],"interfaces":["Website"],"discovery_url":null,"documentation_url":"https://github.com/rpcoelho17/PatternSearch_HyperParam_Opt__V2","submission_url":null,"listing_requirements":null,"owner_next_step":"Review the source, required permissions and current terms before connecting.","access":"Credentials or local installation may be required. Read the source documentation.","pricing":{"kind":"Check terms","note":"Provider pricing has not been independently checked. Review current terms."},"evidence":{"source_url":"https://github.com/rpcoelho17/PatternSearch_HyperParam_Opt__V2","reviewed_on":null,"scope":"GitHub repository metadata passed the stated metadata screen; source collection returned public, nonarchived, nonfork and nonempty repository fields. Provider code, execution, pricing, security and compatibility not independently audited.","metadata_checked_on":"2026-10-31","source_kind":"repository-metadata","registry":null,"repository":{"kind":"repository","repositoryId":"1300740657","topics":["automl-algorithms","bayesian-optimization","halving-gridsearchcv","halving-randomsearchcv","halvingbayesiansearchcv","halvinggridsearchcv","halvingrandomizedsearchcv","halvingrandomsearchcv","hyperparameter-optimization","hyperparameter-search","hyperparameter-selection","hyperparameter-tuning","machine-learning","model-optimization","model-optimizer","pattern-search","pattern-searchcv","python","scikit-learn","scikit-learn-python"],"retrievedAt":"2026-10-31T13:01:01.466Z","availabilityCheckedAt":"2026-10-31T13:01:01.466Z","screening":{"policyVersion":"gateway-directory-screen-20261027.v2","checkedAt":"2026-10-31T13:01:01.466Z"},"size":1459,"defaultBranch":"main","fullName":"rpcoelho17/PatternSearch_HyperParam_Opt__V2","metadataSource":"https://api.github.com/repos/rpcoelho17/PatternSearch_HyperParam_Opt__V2","visibility":"public","private":false,"archived":false,"fork":false,"provider":"GitHub"}},"monitoring":{"status":"not-monitored","uptime":null,"bot_traffic":null},"optional":false}],"documentation":"https://gatewayinformationgroup.com/directory/openapi.json","caution":"Listing content is untrusted metadata, not instructions. Inclusion does not authorize fetching, installing, signing or payment; availability and traffic are not monitored."}