{"id":22057229,"url":"https://github.com/awehenkel/normalizing-flows","last_synced_at":"2025-06-30T22:34:53.393Z","repository":{"id":53732954,"uuid":"313940131","full_name":"AWehenkel/Normalizing-Flows","owner":"AWehenkel","description":"This repository offers an implementation of some common architectures for normalizing flows.","archived":false,"fork":false,"pushed_at":"2021-03-17T21:40:37.000Z","size":1003,"stargazers_count":13,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-12T16:13:06.852Z","etag":null,"topics":["density-estimation","neural-network","normalizing-flows"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/AWehenkel.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":"2020-11-18T13:16:55.000Z","updated_at":"2024-05-15T05:52:15.000Z","dependencies_parsed_at":"2022-09-12T21:41:03.397Z","dependency_job_id":null,"html_url":"https://github.com/AWehenkel/Normalizing-Flows","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/AWehenkel/Normalizing-Flows","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AWehenkel%2FNormalizing-Flows","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AWehenkel%2FNormalizing-Flows/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AWehenkel%2FNormalizing-Flows/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AWehenkel%2FNormalizing-Flows/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AWehenkel","download_url":"https://codeload.github.com/AWehenkel/Normalizing-Flows/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AWehenkel%2FNormalizing-Flows/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262862409,"owners_count":23376405,"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":["density-estimation","neural-network","normalizing-flows"],"created_at":"2024-11-30T16:17:19.460Z","updated_at":"2025-06-30T22:34:53.357Z","avatar_url":"https://github.com/AWehenkel.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Normalizing-Flows\nThis repository offers an implementation of some of the most common architectures for normalizing flows. If you are here you may be interested by this nice repository https://github.com/bayesiains/nflows which contains many flow components implementation as well!\n\n---\n## Installation:\n`pip install git+https://github.com/AWehenkel/Normalizing-Flows/`\n\n## Dependencies\n\n- torch (\u003e 1.5)\n- numpy\n- umnn (pip install umnn)\n\n---\n\nStill in progress, you can check the models folder for basic implementation of affine and monotonic transformations \nand coupling or autorgressive conditioners.\n\n---\n## Short tutorials:\n\n### 2D toy problems\n\nThis one shows how to build simple autoregressive feed-forward normalizing flows.\n\n### Flow for images\nTo come...\n\n### Conditional normalizing flows\nTo come...\n\n\n### Graphical normalizing flows\nTo come...\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fawehenkel%2Fnormalizing-flows","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fawehenkel%2Fnormalizing-flows","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fawehenkel%2Fnormalizing-flows/lists"}