{"id":13416272,"url":"https://github.com/devnag/pytorch-generative-adversarial-networks","last_synced_at":"2025-03-14T23:31:31.706Z","repository":{"id":41262852,"uuid":"81621587","full_name":"devnag/pytorch-generative-adversarial-networks","owner":"devnag","description":"A very simple generative adversarial network (GAN) in PyTorch","archived":false,"fork":false,"pushed_at":"2021-06-30T21:44:59.000Z","size":9,"stargazers_count":1515,"open_issues_count":4,"forks_count":455,"subscribers_count":50,"default_branch":"master","last_synced_at":"2024-07-31T21:55:48.953Z","etag":null,"topics":["deep-learning","gan","gans","machine-learning","pytorch"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/devnag.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}},"created_at":"2017-02-11T01:15:16.000Z","updated_at":"2024-07-01T21:37:13.000Z","dependencies_parsed_at":"2022-07-21T22:02:55.683Z","dependency_job_id":null,"html_url":"https://github.com/devnag/pytorch-generative-adversarial-networks","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/devnag%2Fpytorch-generative-adversarial-networks","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devnag%2Fpytorch-generative-adversarial-networks/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devnag%2Fpytorch-generative-adversarial-networks/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devnag%2Fpytorch-generative-adversarial-networks/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/devnag","download_url":"https://codeload.github.com/devnag/pytorch-generative-adversarial-networks/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243663512,"owners_count":20327300,"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":["deep-learning","gan","gans","machine-learning","pytorch"],"created_at":"2024-07-30T21:00:56.270Z","updated_at":"2025-03-14T23:31:28.102Z","avatar_url":"https://github.com/devnag.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"Generative Adversarial Networks (GANs) in PyTorch\n===============\n\n\n### Introduction\n\n\nSee https://medium.com/@devnag/generative-adversarial-networks-gans-in-50-lines-of-code-pytorch-e81b79659e3f#.sch4xgsa9 for the relevant blog post.\n\n\n### Running\nRun the sample code by typing:\n\n\n```\n./gan_pytorch.py\n```\n\n...and you'll train two nets to battle it out on a shifted/scaled Gaussian distribution. The 'fake' distribution should match the 'real' one within a reasonable time.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevnag%2Fpytorch-generative-adversarial-networks","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdevnag%2Fpytorch-generative-adversarial-networks","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevnag%2Fpytorch-generative-adversarial-networks/lists"}