{"id":28494826,"url":"https://github.com/hyperopt/hyperopt-nnet","last_synced_at":"2025-07-26T00:33:36.683Z","repository":{"id":9352196,"uuid":"11203757","full_name":"hyperopt/hyperopt-nnet","owner":"hyperopt","description":"Hyperparameter optimization for neural networks","archived":false,"fork":false,"pushed_at":"2013-10-08T18:26:04.000Z","size":540,"stargazers_count":48,"open_issues_count":0,"forks_count":11,"subscribers_count":7,"default_branch":"master","last_synced_at":"2025-06-08T10:41:04.812Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/hyperopt.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2013-07-05T16:24:51.000Z","updated_at":"2025-04-06T17:14:46.000Z","dependencies_parsed_at":"2022-09-22T16:22:03.563Z","dependency_job_id":null,"html_url":"https://github.com/hyperopt/hyperopt-nnet","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/hyperopt/hyperopt-nnet","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hyperopt%2Fhyperopt-nnet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hyperopt%2Fhyperopt-nnet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hyperopt%2Fhyperopt-nnet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hyperopt%2Fhyperopt-nnet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hyperopt","download_url":"https://codeload.github.com/hyperopt/hyperopt-nnet/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hyperopt%2Fhyperopt-nnet/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":267093817,"owners_count":24034950,"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","status":"online","status_checked_at":"2025-07-25T02:00:09.625Z","response_time":70,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":"2025-06-08T10:30:22.086Z","updated_at":"2025-07-26T00:33:36.673Z","avatar_url":"https://github.com/hyperopt.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"hyperopt-nnet\n=============\n\nThis package provides a\n[hyperopt](http://jaberg.github.io/hyperopt)-compatible neural network\nimplementation.\n\nCurrently, it can be used to tune neural network hyperparameters for data sets\nprovided as [skdata](http://jaberg.github.io/skdata) protocols.\n\nSee the `./examples` subdirectory for sample training scripts (e.g. `nips2011_nnet.py`)\nand a plotting script (`plot_trials.py`).\n\nThe `hpnnet.nips2011` file implements the search parameterization used in\nBergstra, Bardenet, Bengio, and Kegl (\"[Algorithms for Hyper-parameter\nOptimization](http://books.nips.cc/papers/files/nips24/NIPS2011_1385.pdf)\") from NIPS 2011.\n\n\nDependencies\n------------\n\n* NumPy\n* Sklearn\n* Theano\n* Skdata  (github master, not PyPI)\n* Hyperopt (github master, not PyPI)\n* matplotlib (for plotting)\n* IPython (for parallel search, option 1)\n* MongoDB (for parallel search, option 2)\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhyperopt%2Fhyperopt-nnet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhyperopt%2Fhyperopt-nnet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhyperopt%2Fhyperopt-nnet/lists"}