{"id":21325710,"url":"https://github.com/jeongsol-kim/phase_retrieval_algorithms","last_synced_at":"2025-07-10T22:13:30.611Z","repository":{"id":54638382,"uuid":"522445558","full_name":"jeongsol-kim/phase_retrieval_algorithms","owner":"jeongsol-kim","description":"Pytorch implementation for Error Reduction algorithm and Hybrid input-output algorithm.","archived":false,"fork":false,"pushed_at":"2023-08-16T04:02:40.000Z","size":66,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2023-08-16T05:21:57.611Z","etag":null,"topics":["er","hio","phase-retrieval"],"latest_commit_sha":null,"homepage":"","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/jeongsol-kim.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}},"created_at":"2022-08-08T07:21:16.000Z","updated_at":"2023-07-26T13:14:53.000Z","dependencies_parsed_at":"2022-08-13T22:30:30.032Z","dependency_job_id":null,"html_url":"https://github.com/jeongsol-kim/phase_retrieval_algorithms","commit_stats":null,"previous_names":[],"tags_count":0,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jeongsol-kim%2Fphase_retrieval_algorithms","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jeongsol-kim%2Fphase_retrieval_algorithms/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jeongsol-kim%2Fphase_retrieval_algorithms/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jeongsol-kim%2Fphase_retrieval_algorithms/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jeongsol-kim","download_url":"https://codeload.github.com/jeongsol-kim/phase_retrieval_algorithms/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":225802696,"owners_count":17526452,"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":["er","hio","phase-retrieval"],"created_at":"2024-11-21T21:07:00.831Z","updated_at":"2024-11-21T21:07:01.430Z","avatar_url":"https://github.com/jeongsol-kim.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# phase_retrieval_algorithms\n\nPytorch implementation of phase retrieval algorithms.\nCurrently, Error reduction \u0026 Hybrid input-output algorithms are implemented.\n\n## Requirements\n- pytorch\n- torchvision\n- numpy\n- PIL\n- tqdm\n\n## Usage\n\n```\npython solve.py\n```\n\n### Required argument\n\n```\n--algorithm         ER or HIO\n\n--num_iterations    Number of iterations for each algorithm.\n\n--num_repeats       Number of repeats for each sample.\n\n--data_root         Data directory\n\n--batch_size        Size of mini-batch\n\n--gpu               Index for gpu device.\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjeongsol-kim%2Fphase_retrieval_algorithms","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjeongsol-kim%2Fphase_retrieval_algorithms","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjeongsol-kim%2Fphase_retrieval_algorithms/lists"}