{"id":18616860,"url":"https://github.com/sile/hone","last_synced_at":"2025-04-11T01:32:18.596Z","repository":{"id":62440200,"uuid":"230391409","full_name":"sile/hone","owner":"sile","description":"A shell-friendly hyperparameter search tool inspired by Optuna","archived":false,"fork":false,"pushed_at":"2023-12-26T04:17:14.000Z","size":159,"stargazers_count":18,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-05-01T23:47:21.478Z","etag":null,"topics":["hyperparameter-optimization","rust"],"latest_commit_sha":null,"homepage":"","language":"Rust","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/sile.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}},"created_at":"2019-12-27T07:03:11.000Z","updated_at":"2023-07-25T14:31:40.000Z","dependencies_parsed_at":"2022-11-01T21:52:56.717Z","dependency_job_id":"dfd260ec-6a49-4860-8bb7-1055aa27955b","html_url":"https://github.com/sile/hone","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sile%2Fhone","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sile%2Fhone/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sile%2Fhone/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sile%2Fhone/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sile","download_url":"https://codeload.github.com/sile/hone/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248325285,"owners_count":21084901,"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","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":["hyperparameter-optimization","rust"],"created_at":"2024-11-07T03:38:03.382Z","updated_at":"2025-04-11T01:32:18.248Z","avatar_url":"https://github.com/sile.png","language":"Rust","funding_links":[],"categories":[],"sub_categories":[],"readme":"hone\n====\n\n```bash\n#!/bin/bash\n#\n# $ hone init\n# $ hone run --study mnist --repeats 10 examples/pytorch-mnist.sh\n# $ hone trials mnist | hone best\n#\nset -eux\n\nSCRIPT_URL=https://raw.githubusercontent.com/pytorch/examples/master/mnist/main.py\n\nLR=$(hone get lr choice 0.001 0.01 0.1 1.0)\nGAMMA=$(hone get gamma choice 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9)\n\ncurl -L $SCRIPT_URL | python -u - --lr=$LR --gamma=$GAMMA --epochs 3 | tee /tmp/mnist.log\n\ngrep -oP '(?\u003c=Test set: Average loss: )[0-9.]*' /tmp/mnist.log | tail -1 | xargs hone report\n```\n\nTips\n----\n\n### How to set timeout to a study or a trial\n\nPlease use `timeout` command.\n\n```\n# TODO: example\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsile%2Fhone","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsile%2Fhone","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsile%2Fhone/lists"}