{"id":16731067,"url":"https://github.com/krastanov/neural-decoder","last_synced_at":"2025-09-03T05:41:01.034Z","repository":{"id":147594383,"uuid":"79266320","full_name":"Krastanov/neural-decoder","owner":"Krastanov","description":"Neural Network Decoders for Quantum Error Correcting Codes","archived":false,"fork":false,"pushed_at":"2018-01-17T15:47:40.000Z","size":59,"stargazers_count":32,"open_issues_count":2,"forks_count":12,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-03-24T10:06:19.989Z","etag":null,"topics":["error-correcting-codes","neural-networks","quantum-computing","quantum-information"],"latest_commit_sha":null,"homepage":"https://www.nature.com/articles/s41598-017-11266-1","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Krastanov.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":"2017-01-17T20:00:05.000Z","updated_at":"2024-11-25T13:13:57.000Z","dependencies_parsed_at":"2023-05-31T17:31:06.922Z","dependency_job_id":null,"html_url":"https://github.com/Krastanov/neural-decoder","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Krastanov%2Fneural-decoder","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Krastanov%2Fneural-decoder/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Krastanov%2Fneural-decoder/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Krastanov%2Fneural-decoder/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Krastanov","download_url":"https://codeload.github.com/Krastanov/neural-decoder/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248208567,"owners_count":21065203,"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":["error-correcting-codes","neural-networks","quantum-computing","quantum-information"],"created_at":"2024-10-12T23:35:47.840Z","updated_at":"2025-04-10T11:13:31.295Z","avatar_url":"https://github.com/Krastanov.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Neural Network Decoders for Quantum Error Correcting Codes\n\nSee: https://www.nature.com/articles/s41598-017-11266-1\n\nMake your own decoder with:\n\n```\ntrain_network.py 5 output.model \\\n  --onthefly 10000000 50000 \\\n  --Xstab --Zstab \\\n  --epochs 10 --prob 0.9 \\\n  --learningrate .000001 --normcenterstab --layers 4 4 4 4 4 4 4\n```\nTest a network by adding the `--eval` flag.\n\nSee `train_network.py -h` for description of each flag.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkrastanov%2Fneural-decoder","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkrastanov%2Fneural-decoder","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkrastanov%2Fneural-decoder/lists"}