{"id":19448672,"url":"https://github.com/neurodata/bohb_runs_sporf","last_synced_at":"2026-03-04T04:31:54.905Z","repository":{"id":140560988,"uuid":"226178255","full_name":"neurodata/bohb_runs_sporf","owner":"neurodata","description":"BOHB Hyper-parameter sweeps comparing SPORF and sklearn-RF","archived":false,"fork":false,"pushed_at":"2020-01-16T18:31:52.000Z","size":5290,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-25T08:54:15.139Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"HTML","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/neurodata.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"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}},"created_at":"2019-12-05T19:54:47.000Z","updated_at":"2020-01-16T18:31:55.000Z","dependencies_parsed_at":null,"dependency_job_id":"f313f5d4-ce3a-4882-8364-0800b3d819ee","html_url":"https://github.com/neurodata/bohb_runs_sporf","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/neurodata/bohb_runs_sporf","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neurodata%2Fbohb_runs_sporf","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neurodata%2Fbohb_runs_sporf/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neurodata%2Fbohb_runs_sporf/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neurodata%2Fbohb_runs_sporf/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/neurodata","download_url":"https://codeload.github.com/neurodata/bohb_runs_sporf/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neurodata%2Fbohb_runs_sporf/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30071687,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-04T03:25:38.285Z","status":"ssl_error","status_checked_at":"2026-03-04T03:25:05.086Z","response_time":59,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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"}},"keywords":[],"created_at":"2024-11-10T16:28:03.103Z","updated_at":"2026-03-04T04:31:54.881Z","avatar_url":"https://github.com/neurodata.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# What about BOHB?\n\nUsing [BOHB](https://github.com/automl/HpBandSter) we run some comparisons of [SPORF](https://github.com/neurodata/SPORF) v. [sklearn-RF](https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html).\n\n\nI ran this on Synaptomes1 with 56 threads. The first run used 54\ndatasets from [openml_s_225](https://www.openml.org/s/225).\n\n\n## To Run:\n\n1. set `nJOBS` and `NIC` to appropriate values in `syn1MASTER.src`\n2. The data-IDs come from `dataID_CC18.dat`\n3. make sure there is a directory called `output`.\n4. run `bash syn1MASTER.scr`\n\n\n## Results:\n\n[Run on Synaptomes1 of 100-Friendly](http://docs.neurodata.io/bohb_runs_sporf/Rplots/plotResults_Friendly.html)\n\n[Run on Synaptomes1 of CC18](http://docs.neurodata.io/bohb_runs_sporf/Rplots/plotResults_CC18.html)\n\n\n---\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneurodata%2Fbohb_runs_sporf","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fneurodata%2Fbohb_runs_sporf","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneurodata%2Fbohb_runs_sporf/lists"}