{"id":18398901,"url":"https://github.com/lyeoni/pytorch-mnist-cvae","last_synced_at":"2025-07-22T00:32:05.516Z","repository":{"id":50345848,"uuid":"154268966","full_name":"lyeoni/pytorch-mnist-CVAE","owner":"lyeoni","description":null,"archived":false,"fork":false,"pushed_at":"2018-10-24T07:39:18.000Z","size":11292,"stargazers_count":21,"open_issues_count":0,"forks_count":8,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-04-07T05:35:45.269Z","etag":null,"topics":["autoencoder","cvae","deep-learning","generative-model","mnist","pytorch"],"latest_commit_sha":null,"homepage":null,"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/lyeoni.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":"2018-10-23T05:42:55.000Z","updated_at":"2024-06-10T11:07:56.000Z","dependencies_parsed_at":"2022-09-14T17:04:33.307Z","dependency_job_id":null,"html_url":"https://github.com/lyeoni/pytorch-mnist-CVAE","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/lyeoni/pytorch-mnist-CVAE","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lyeoni%2Fpytorch-mnist-CVAE","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lyeoni%2Fpytorch-mnist-CVAE/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lyeoni%2Fpytorch-mnist-CVAE/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lyeoni%2Fpytorch-mnist-CVAE/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lyeoni","download_url":"https://codeload.github.com/lyeoni/pytorch-mnist-CVAE/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lyeoni%2Fpytorch-mnist-CVAE/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266404941,"owners_count":23923491,"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","status":"online","status_checked_at":"2025-07-21T11:47:31.412Z","response_time":64,"last_error":null,"robots_txt_status":null,"robots_txt_updated_at":null,"robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["autoencoder","cvae","deep-learning","generative-model","mnist","pytorch"],"created_at":"2024-11-06T02:24:54.812Z","updated_at":"2025-07-22T00:32:01.467Z","avatar_url":"https://github.com/lyeoni.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# pytorch-mnist-CVAE\nConditional Variational AutoEncoder on the MNIST data set using the PyTroch\n\n## Dependencies\n- PyTorch\n- torchvision\n- numpy\n\n## Results\nLearned MNIST manifold with a condition of label (from 0 to 9)\n\n![alt text](https://github.com/lyeoni/pytorch-mnist-CVAE/blob/master/samples/sample_.png)\n\n## Reference\n1. Learning Structured Output Representation using Deep Conditional Generative Models (paper): \nhttps://papers.nips.cc/paper/5775-learning-structured-output-representation-using-deep-conditional-generative-modelsd\n2. jojonki/AutoEncoders (github): \nhttps://github.com/jojonki/AutoEncoders/blob/master/cvae.ipynb\n3. hujinsen/pytorch_VAE_CVAE (github): \nhttps://github.com/hujinsen/pytorch_VAE_CVAE/blob/master/CVAE.ipynb\n4. Prasanna1991/pytorch-vae (github): \nhttps://github.com/Prasanna1991/pytorch-vae/blob/master/cvae.py\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flyeoni%2Fpytorch-mnist-cvae","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flyeoni%2Fpytorch-mnist-cvae","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flyeoni%2Fpytorch-mnist-cvae/lists"}