{"id":16403145,"url":"https://github.com/spijkervet/contrastive-predictive-coding","last_synced_at":"2025-08-01T06:31:17.794Z","repository":{"id":43721090,"uuid":"242150925","full_name":"Spijkervet/contrastive-predictive-coding","owner":"Spijkervet","description":"PyTorch implementation of Representation Learning with Contrastive Predictive Coding by Van den Oord et al. (2018)","archived":false,"fork":false,"pushed_at":"2021-11-25T03:32:10.000Z","size":54,"stargazers_count":82,"open_issues_count":2,"forks_count":12,"subscribers_count":5,"default_branch":"master","last_synced_at":"2024-12-02T14:47:56.963Z","etag":null,"topics":["contrastive-predictive-coding","cpc"],"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/Spijkervet.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":"2020-02-21T13:56:46.000Z","updated_at":"2024-11-02T14:21:19.000Z","dependencies_parsed_at":"2022-08-30T12:01:18.868Z","dependency_job_id":null,"html_url":"https://github.com/Spijkervet/contrastive-predictive-coding","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/Spijkervet%2Fcontrastive-predictive-coding","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Spijkervet%2Fcontrastive-predictive-coding/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Spijkervet%2Fcontrastive-predictive-coding/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Spijkervet%2Fcontrastive-predictive-coding/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Spijkervet","download_url":"https://codeload.github.com/Spijkervet/contrastive-predictive-coding/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":228341328,"owners_count":17904860,"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":["contrastive-predictive-coding","cpc"],"created_at":"2024-10-11T05:48:20.618Z","updated_at":"2024-12-05T17:24:16.497Z","avatar_url":"https://github.com/Spijkervet.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Contrastive Predictive Coding\nImplementation of PyTorch implementation of Representation Learning with Contrastive Predictive Coding by Van den Oord et al. (2018).\n\n\u003ca href=\"https://arxiv.org/pdf/1807.03748.pdf\"\u003ePaper\u003c/a\u003e\n  \n  ## Usage\n  ```python main.py```\n  \nSet the experiment's configuration parameters in the `config/audio` folder's files.\nThis implementation uses \u003ca href=\"https://github.com/IDSIA/sacred\"\u003esacred\u003c/a\u003e to manage experiments.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fspijkervet%2Fcontrastive-predictive-coding","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fspijkervet%2Fcontrastive-predictive-coding","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fspijkervet%2Fcontrastive-predictive-coding/lists"}