{"id":26591616,"url":"https://github.com/tsvikas/variational-autoencoder","last_synced_at":"2025-03-23T14:18:49.597Z","repository":{"id":184850518,"uuid":"644817163","full_name":"tsvikas/variational-autoencoder","owner":"tsvikas","description":"variational autoencoder","archived":false,"fork":false,"pushed_at":"2024-12-16T19:46:43.000Z","size":1474,"stargazers_count":0,"open_issues_count":2,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2024-12-16T20:41:41.136Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/tsvikas.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}},"created_at":"2023-05-24T10:13:40.000Z","updated_at":"2024-06-09T18:34:13.000Z","dependencies_parsed_at":"2024-04-18T17:06:22.998Z","dependency_job_id":"bac9a2e2-e705-47ff-9c6f-90f142b3004c","html_url":"https://github.com/tsvikas/variational-autoencoder","commit_stats":null,"previous_names":["tsvikas/variational-autoencoder"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tsvikas%2Fvariational-autoencoder","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tsvikas%2Fvariational-autoencoder/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tsvikas%2Fvariational-autoencoder/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tsvikas%2Fvariational-autoencoder/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tsvikas","download_url":"https://codeload.github.com/tsvikas/variational-autoencoder/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245111880,"owners_count":20562511,"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":[],"created_at":"2025-03-23T14:18:48.878Z","updated_at":"2025-03-23T14:18:49.566Z","avatar_url":"https://github.com/tsvikas.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# variational-autoencoder\nthis is an implementation of [variational autoencoder](https://en.wikipedia.org/wiki/Variational_autoencoder) using pytorch-lightning.\nthere are some helper classes for a lightning datamodule (with support for tran-validation split) and lightning model.\n\nafter training with a 2d latent space, the latent space looks like this:\n![image of the latent space](output/latent_space_samples.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftsvikas%2Fvariational-autoencoder","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftsvikas%2Fvariational-autoencoder","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftsvikas%2Fvariational-autoencoder/lists"}