{"id":18359696,"url":"https://github.com/nachiket273/one_cycle_policy","last_synced_at":"2025-04-06T13:32:10.658Z","repository":{"id":128720264,"uuid":"138467163","full_name":"nachiket273/One_Cycle_Policy","owner":"nachiket273","description":"Pytorch notebook with One Cycle Policy implementation (https://arxiv.org/abs/1803.09820)","archived":false,"fork":false,"pushed_at":"2022-06-25T17:59:50.000Z","size":467,"stargazers_count":74,"open_issues_count":0,"forks_count":13,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-03-22T01:25:03.639Z","etag":null,"topics":["cyclic-learning-rates","deep-learning","machine-learning","notebook","notebook-jupyter","numpy","one-cycle-policy","python3","pytorch","resnet"],"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/nachiket273.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":".github/FUNDING.yml","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},"funding":{"github":["nachiket273"]}},"created_at":"2018-06-24T08:51:00.000Z","updated_at":"2024-07-17T04:01:54.000Z","dependencies_parsed_at":"2023-06-05T04:15:42.660Z","dependency_job_id":null,"html_url":"https://github.com/nachiket273/One_Cycle_Policy","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/nachiket273%2FOne_Cycle_Policy","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nachiket273%2FOne_Cycle_Policy/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nachiket273%2FOne_Cycle_Policy/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nachiket273%2FOne_Cycle_Policy/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/nachiket273","download_url":"https://codeload.github.com/nachiket273/One_Cycle_Policy/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247488661,"owners_count":20946979,"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":["cyclic-learning-rates","deep-learning","machine-learning","notebook","notebook-jupyter","numpy","one-cycle-policy","python3","pytorch","resnet"],"created_at":"2024-11-05T22:24:08.741Z","updated_at":"2025-04-06T13:32:10.650Z","avatar_url":"https://github.com/nachiket273.png","language":"Jupyter Notebook","funding_links":["https://github.com/sponsors/nachiket273"],"categories":[],"sub_categories":[],"readme":"# Cyclic Learning Rates and One Cycle Policy.\nThis notebook contains some of the experiments mentioned in papers [Cyclical Learning Rates for Training Neural Networks](https://arxiv.org/pdf/1506.01186.pdf) and [A disciplined approach to neural network hyper-parameters: Part 1 - learning rate, batch size, momentum, and weight decay](https://arxiv.org/abs/1803.09820). My blog related to the same can be found [here](https://medium.com/@nachiket.tanksale/finding-good-learning-rate-and-the-one-cycle-policy-7159fe1db5d6)\n\nThis notebook works with:\n1) Python 3.6+\n2) Pytorch 0.3.x\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnachiket273%2Fone_cycle_policy","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnachiket273%2Fone_cycle_policy","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnachiket273%2Fone_cycle_policy/lists"}