{"id":17550724,"url":"https://github.com/tmcclintock/latinhypercubesampling","last_synced_at":"2025-04-02T01:20:41.861Z","repository":{"id":98896055,"uuid":"288272289","full_name":"tmcclintock/LatinHyperCubeSampling","owner":"tmcclintock","description":"An example of using a Latin hypercube to search a hyperparamter space.","archived":false,"fork":false,"pushed_at":"2020-08-21T01:21:13.000Z","size":36,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-07T16:36:06.690Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/tmcclintock.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":"2020-08-17T19:47:27.000Z","updated_at":"2020-08-21T01:21:15.000Z","dependencies_parsed_at":null,"dependency_job_id":"998d4d53-c1cf-40df-8987-74513edd8435","html_url":"https://github.com/tmcclintock/LatinHyperCubeSampling","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/tmcclintock%2FLatinHyperCubeSampling","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tmcclintock%2FLatinHyperCubeSampling/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tmcclintock%2FLatinHyperCubeSampling/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tmcclintock%2FLatinHyperCubeSampling/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tmcclintock","download_url":"https://codeload.github.com/tmcclintock/LatinHyperCubeSampling/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246735793,"owners_count":20825310,"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":[],"created_at":"2024-10-21T04:23:38.337Z","updated_at":"2025-04-02T01:20:41.828Z","avatar_url":"https://github.com/tmcclintock.png","language":"Jupyter Notebook","readme":"# LatinHyperCubeSampling\n\nThis repository is for a yet to be written article about using a Latin\nhypercube for randomly sampling hyperparameters in a deep learning setting. This\nis advantageous over a grid for scaling reasons, and is better than purely\nrandom sampling since that is not space filling.\n\n## Requirements\n\nYou can install the requirements for performing the experiments here with the\n`requirements.txt` file as follows (I recommend you do so in an [`anaconda`\nenvironment](https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html):\n```bash\npip install -r requirements.txt\n```","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftmcclintock%2Flatinhypercubesampling","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftmcclintock%2Flatinhypercubesampling","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftmcclintock%2Flatinhypercubesampling/lists"}