{"id":28379072,"url":"https://github.com/mathurutkarsh/keras-tuner","last_synced_at":"2026-04-16T14:10:52.512Z","repository":{"id":128963706,"uuid":"545816697","full_name":"MathurUtkarsh/Keras-Tuner","owner":"MathurUtkarsh","description":"Keras Tuner for optimization","archived":false,"fork":false,"pushed_at":"2023-01-26T05:58:43.000Z","size":13,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-23T04:35:09.216Z","etag":null,"topics":["keras","python","tuner"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/MathurUtkarsh.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,"zenodo":null}},"created_at":"2022-10-05T02:52:53.000Z","updated_at":"2023-01-26T05:59:09.000Z","dependencies_parsed_at":"2023-06-18T17:15:37.126Z","dependency_job_id":null,"html_url":"https://github.com/MathurUtkarsh/Keras-Tuner","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/MathurUtkarsh/Keras-Tuner","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MathurUtkarsh%2FKeras-Tuner","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MathurUtkarsh%2FKeras-Tuner/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MathurUtkarsh%2FKeras-Tuner/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MathurUtkarsh%2FKeras-Tuner/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MathurUtkarsh","download_url":"https://codeload.github.com/MathurUtkarsh/Keras-Tuner/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MathurUtkarsh%2FKeras-Tuner/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":267451489,"owners_count":24089312,"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":"2025-07-28T02:00:09.689Z","response_time":68,"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":["keras","python","tuner"],"created_at":"2025-05-30T02:07:50.595Z","updated_at":"2026-04-16T14:10:52.404Z","avatar_url":"https://github.com/MathurUtkarsh.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Keras Tuner :)\n\n## Hyper Parameter tuning using Keras-tuner\n\n\n### Install the project\n- Clone the repo\n- Create a virtualenv and activate it:\n```\nconda create keras_tuner python=3.7\nconda activate keras_tuner\n```\n- Install the requirements:\n```\npip install requirements.txt\n```\n\n\n### Results\n\nTasks duration was measured on an RTX 2080 GPU\n\n| Tuner                 | Search time   | Best accuracy (%) |\n|-----------------------|---------------|-------------------|\n| Worst Baseline       | 20min | 63.1             |\n| Default Baseline      | 20min | 74.5              |\n| Random Search         | 10h 59min  | 76.8              |\n| Hyperband             | 10h 0min   | 75.1              |\n\nHere, the worst baseline is the worst accuracy obtained by a set of hyperparameters \nduring random search.\nThe default baseline is obtained by setting all hyperparameters to their default value.\n\n### Run the baseline\n\n```\npython baseline.py\n```\n\n### Run the comparison\nAvailable tuners :\n\n- Random Search\n- Hyperband\n\n```\npython tuner_comparison.py\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmathurutkarsh%2Fkeras-tuner","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmathurutkarsh%2Fkeras-tuner","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmathurutkarsh%2Fkeras-tuner/lists"}