{"id":37778444,"url":"https://github.com/nrgrp/dlfm","last_synced_at":"2026-01-16T15:02:35.284Z","repository":{"id":284166828,"uuid":"936010898","full_name":"nrgrp/dlfm","owner":"nrgrp","description":"Multi-convex programming for discrete latent factor models prototyping","archived":false,"fork":false,"pushed_at":"2025-11-10T10:35:24.000Z","size":923,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-11-10T12:19:02.863Z","etag":null,"topics":["convex-optimization","latent-variable-models","model-fitting","multi-convex-programming"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/nrgrp.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-02-20T11:39:42.000Z","updated_at":"2025-11-10T10:35:28.000Z","dependencies_parsed_at":"2025-03-24T14:45:16.124Z","dependency_job_id":null,"html_url":"https://github.com/nrgrp/dlfm","commit_stats":null,"previous_names":["nrgrp/dlfm"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/nrgrp/dlfm","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nrgrp%2Fdlfm","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nrgrp%2Fdlfm/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nrgrp%2Fdlfm/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nrgrp%2Fdlfm/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/nrgrp","download_url":"https://codeload.github.com/nrgrp/dlfm/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nrgrp%2Fdlfm/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28479406,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-16T11:59:17.896Z","status":"ssl_error","status_checked_at":"2026-01-16T11:55:55.838Z","response_time":107,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["convex-optimization","latent-variable-models","model-fitting","multi-convex-programming"],"created_at":"2026-01-16T15:02:34.498Z","updated_at":"2026-01-16T15:02:35.276Z","avatar_url":"https://github.com/nrgrp.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# dlfm\n\nCode accompanies the paper \"[Multi-convex Programming for Discrete Latent Factor Models Prototyping](https://haozhu10015.github.io/papers/mcp_dlfm.html)\".\n\nThe [implementation.ipynb](implementation.ipynb) contains the framework \nimplementation described in section 5 of the paper.\n\nThe jupyter notebook corresponding to the examples mentioned \nin the paper are under the folder [examples](examples).\n\n## Dependencies\n\nWe manage dependencies through [uv](https://docs.astral.sh/uv/).\nOnce you have installed uv you can perform\n```shell\nmake install\n```\nto replicate the virtual environment we have defined in\n[pyproject.toml](pyproject.toml) and locked in [uv.lock](uv.lock).\n\n## Run the examples\n\nTo reproduce the examples mentioned in the paper, we install [JupyterLab](https://jupyter.org/)\non the fly within the aforementioned virtual environment.\nExecuting\n```shell\nmake jupyter\n```\nwill install and start the jupyter lab.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnrgrp%2Fdlfm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnrgrp%2Fdlfm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnrgrp%2Fdlfm/lists"}