{"id":15362312,"url":"https://github.com/jakevdp/lpproj","last_synced_at":"2025-04-15T01:05:15.843Z","repository":{"id":62576983,"uuid":"49453725","full_name":"jakevdp/lpproj","owner":"jakevdp","description":"Scikit-learn compatible Locality Preserving Projections in Python","archived":false,"fork":false,"pushed_at":"2018-09-15T09:33:53.000Z","size":507,"stargazers_count":93,"open_issues_count":1,"forks_count":20,"subscribers_count":7,"default_branch":"master","last_synced_at":"2025-04-15T01:05:03.229Z","etag":null,"topics":[],"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/jakevdp.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":"2016-01-11T20:53:18.000Z","updated_at":"2025-03-12T12:40:03.000Z","dependencies_parsed_at":"2022-11-03T17:36:01.603Z","dependency_job_id":null,"html_url":"https://github.com/jakevdp/lpproj","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jakevdp%2Flpproj","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jakevdp%2Flpproj/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jakevdp%2Flpproj/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jakevdp%2Flpproj/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jakevdp","download_url":"https://codeload.github.com/jakevdp/lpproj/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248986313,"owners_count":21194025,"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":[],"created_at":"2024-10-01T13:00:02.789Z","updated_at":"2025-04-15T01:05:15.815Z","avatar_url":"https://github.com/jakevdp.png","language":"Jupyter Notebook","readme":"# Locality Preserving Projections in Python\n\nThis is a Python implementation of Locality Preserving Projections (LPP), compatible with scikit-learn.\n\n[![version status](http://img.shields.io/pypi/v/lpproj.svg?style=flat)](https://pypi.python.org/pypi/lpproj)\n[![downloads](http://img.shields.io/pypi/dm/lpproj.svg?style=flat)](https://pypi.python.org/pypi/lpproj)\n[![build status](http://img.shields.io/travis/jakevdp/lpproj/master.svg?style=flat)](https://travis-ci.org/jakevdp/lpproj)\n[![license](http://img.shields.io/badge/license-BSD-blue.svg?style=flat)](https://github.com/jakevdp/lpproj/blob/master/LICENSE)\n\n## Installation and Use\n\nThis package is pure Python, and depends only on [numpy](http://numpy.org/), [scipy](http://scipy.org/), and [scikit-learn](http://scikit-learn.org/).\nThe released version can be installed via pip:\n\n    $ pip install lpproj\n\nA basic example of its use can be found in [Example.ipynb](Example.ipynb); the library follows scikit-learn's patterns for ``fit()``, ``transform()``, and ``fit_transform()``. The simplest example for a feature matrix ``X``:\n\n```python\nfrom lpproj import LocalityPreservingProjection \nlpp = LocalityPreservingProjection(n_components=2)\n\nX_2D = lpp.fit_transform(X)\n```\n\n\n## More Information\n\nFor information on the LPP algorithm, see the paper, [Locality Preserving Projections (pdf)](http://papers.nips.cc/paper/2359-locality-preserving-projections.pdf).\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjakevdp%2Flpproj","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjakevdp%2Flpproj","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjakevdp%2Flpproj/lists"}