{"id":15910859,"url":"https://github.com/bellet/hdsl","last_synced_at":"2025-04-03T01:42:19.597Z","repository":{"id":108960636,"uuid":"206011236","full_name":"bellet/HDSL","owner":"bellet","description":"High-Dimensional Similarity Learning","archived":false,"fork":false,"pushed_at":"2019-09-03T07:33:07.000Z","size":1418,"stargazers_count":4,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-02-08T15:48:05.092Z","etag":null,"topics":["high-dimensional-data","machine-learning","metric-learning","similarity-learning","sparse-data"],"latest_commit_sha":null,"homepage":null,"language":"MATLAB","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bellet.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}},"created_at":"2019-09-03T07:05:22.000Z","updated_at":"2024-03-25T09:33:54.000Z","dependencies_parsed_at":"2023-03-13T14:19:56.614Z","dependency_job_id":null,"html_url":"https://github.com/bellet/HDSL","commit_stats":{"total_commits":4,"total_committers":2,"mean_commits":2.0,"dds":0.25,"last_synced_commit":"4a60f4da573ded2ea455bc7698ab4e7af59b7d33"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bellet%2FHDSL","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bellet%2FHDSL/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bellet%2FHDSL/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bellet%2FHDSL/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bellet","download_url":"https://codeload.github.com/bellet/HDSL/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246922240,"owners_count":20855343,"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":["high-dimensional-data","machine-learning","metric-learning","similarity-learning","sparse-data"],"created_at":"2024-10-06T15:22:02.118Z","updated_at":"2025-04-03T01:42:19.576Z","avatar_url":"https://github.com/bellet.png","language":"MATLAB","funding_links":[],"categories":[],"sub_categories":[],"readme":"# High-Dimensional Similarity Learning\n\nHDSL is a Matlab/MEX implementation of the similarity learning method\nintroduced in our [AISTATS 2015](http://researchers.lille.inria.fr/abellet/papers/aistats15.pdf) (see also the longer [journal version](http://researchers.lille.inria.fr/abellet/papers/neurocomp19.pdf)). HDSL\nallows scalable learning of sparse bilinear similarity functions on\nhigh-dimensional data.\n\nHDSL is distributed under GNU/GPL 3 license.\n\n## Getting started\n\nTo install and run a demo, please use inside the Matlab console\n```\ninstall\ndemo_HDSL\n```\n\n## References\n\nIf you use this code in scientific work, please cite:\n\n- K. Liu, A. Bellet and F. Sha. *Similarity Learning for High-Dimensional Sparse Data*. International Conference on Artificial Intelligence and\nStatistics (AISTATS), 2015.\n\n- K. Liu and A. Bellet. *Escaping the Curse of Dimensionality in Similarity Learning: Efficient Frank-Wolfe Algorithm and Generalization Bounds*. Neurocomputing 333:185-199, 2019.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbellet%2Fhdsl","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbellet%2Fhdsl","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbellet%2Fhdsl/lists"}