{"id":24523610,"url":"https://github.com/minitechy/betavae_variants","last_synced_at":"2025-03-15T14:12:43.010Z","repository":{"id":271411870,"uuid":"913347578","full_name":"Minitechy/betaVAE_variants","owner":"Minitechy","description":"beta-VAE variants trained using deep neural networks on the dSprites dataset with PyTorch","archived":false,"fork":false,"pushed_at":"2025-03-10T12:05:34.000Z","size":23689,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-15T14:12:38.320Z","etag":null,"topics":["beta-vae","deep-neural-networks","disentanglement","dsprites","mig","mutual-information","pytorch","sap"],"latest_commit_sha":null,"homepage":"","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/Minitechy.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":"2025-01-07T14:08:17.000Z","updated_at":"2025-03-10T12:05:37.000Z","dependencies_parsed_at":"2025-03-05T23:20:39.462Z","dependency_job_id":"256d6d5a-d33e-4f5f-9143-ff219cd99c16","html_url":"https://github.com/Minitechy/betaVAE_variants","commit_stats":null,"previous_names":["minitechy/betavae_variants"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Minitechy%2FbetaVAE_variants","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Minitechy%2FbetaVAE_variants/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Minitechy%2FbetaVAE_variants/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Minitechy%2FbetaVAE_variants/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Minitechy","download_url":"https://codeload.github.com/Minitechy/betaVAE_variants/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243738979,"owners_count":20340002,"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":["beta-vae","deep-neural-networks","disentanglement","dsprites","mig","mutual-information","pytorch","sap"],"created_at":"2025-01-22T04:16:06.132Z","updated_at":"2025-03-15T14:12:42.999Z","avatar_url":"https://github.com/Minitechy.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"The results for training\n\n1. $\\beta$-VAE (betaVAE_train.ipynb) can be found at the following link:\n   https://drive.google.com/file/d/1uThj2zB1iKGwUw2KSAvGOAIFJgR2YEPt/view?usp=sharing\n\n3. $\\beta$-VAE-v1 (betaVAE_train_v1.ipynb) can be found at the following link:\n   https://drive.google.com/file/d/1LNRSRvieZzuaHV4yzzEIrwBOBegUv106/view?usp=sharing\n   \n4. $\\lambda\\beta$-VAE (betaVAE_recon_train.ipynb) can be found at the following link:\n   https://drive.google.com/file/d/1BUVlm28CsBYr3fEU4FSDfLaox4TgOsBo/view?usp=sharing\n\n6. $\\gamma\\beta$-VAE can be found at the following link:\n   - betaVAE_MC_train.ipynb:\n     - All $\\beta$ values: https://drive.google.com/file/d/1pCecE40WWUCcgeIg9IVd86V-qrTLXBBO/view?usp=sharing\n     - $\\beta=[1, 2, 4]$: https://drive.google.com/file/d/1WL9eWGq2NeiKS9zjjq_0SOwkh99MqTs_/view?usp=sharing\n   - betaVAE_VLB_train.ipynb: https://drive.google.com/file/d/1roQc5qTifdYv3YjqXjuNlkGI0ba9VjPU/view?usp=sharing\n   \n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fminitechy%2Fbetavae_variants","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fminitechy%2Fbetavae_variants","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fminitechy%2Fbetavae_variants/lists"}