{"id":15661956,"url":"https://github.com/nzw0301/optuna-wandb","last_synced_at":"2025-05-05T22:52:17.014Z","repository":{"id":85563411,"uuid":"423054709","full_name":"nzw0301/optuna-wandb","owner":"nzw0301","description":"Example codes in the medium post titled \"Optuna meets Weights and Biases.\"","archived":false,"fork":false,"pushed_at":"2022-08-11T13:11:48.000Z","size":27,"stargazers_count":22,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-05-05T22:52:04.574Z","etag":null,"topics":["hyperparameter-optimization","optuna","python","pytoch","wandb","weights-and-biases"],"latest_commit_sha":null,"homepage":"https://medium.com/optuna/optuna-meets-weights-and-biases-58fc6bab893","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/nzw0301.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2021-10-31T04:44:35.000Z","updated_at":"2025-01-05T08:34:21.000Z","dependencies_parsed_at":null,"dependency_job_id":"9c113de6-5d4b-45a6-8fbb-d31ecd680fa4","html_url":"https://github.com/nzw0301/optuna-wandb","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nzw0301%2Foptuna-wandb","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nzw0301%2Foptuna-wandb/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nzw0301%2Foptuna-wandb/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nzw0301%2Foptuna-wandb/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/nzw0301","download_url":"https://codeload.github.com/nzw0301/optuna-wandb/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252590529,"owners_count":21772935,"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","optuna","python","pytoch","wandb","weights-and-biases"],"created_at":"2024-10-03T13:29:40.952Z","updated_at":"2025-05-05T22:52:17.006Z","avatar_url":"https://github.com/nzw0301.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Optuna meets Weights and Biases\n\nThis repo provides the examples codes used in the medium post titled [Optuna meets Weights and Biases](https://medium.com/optuna/optuna-meets-weights-and-biases-58fc6bab893).\n---\n\n## Installation\n\n## `pip`\n\n```bash\npip install wandb optuna scikit-learn torch torchvision plotly\n```\n## `conda`\n\n```bash\nconda env create -f environment.yml\nconda activate optuna-wandb\n```\n\n---\n\n### Updated 🚀 [11-Aug-2022]: Add `as_multirun=True` example to make [`part-1`](./part-1/wandb_optuna.py) simpler\n\nIn forthcoming optuna v3, optuna's wandb callback provides `as_multirun` option to trace an objective function optimised by iterative way, e.g., stochastic gradient descent. Thanks to this feature, we can combine optuna and wandb more easily.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnzw0301%2Foptuna-wandb","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnzw0301%2Foptuna-wandb","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnzw0301%2Foptuna-wandb/lists"}