{"id":20735148,"url":"https://github.com/djsutherland/sdm","last_synced_at":"2025-04-23T23:42:00.760Z","repository":{"id":2383807,"uuid":"3349372","full_name":"djsutherland/sdm","owner":"djsutherland","description":"Implementation of Support Distribution Machines","archived":false,"fork":false,"pushed_at":"2012-09-07T22:03:11.000Z","size":608,"stargazers_count":7,"open_issues_count":1,"forks_count":5,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-03-30T04:41:31.194Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"C","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/djsutherland.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"COPYING","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2012-02-03T23:33:24.000Z","updated_at":"2020-05-08T14:49:18.000Z","dependencies_parsed_at":"2022-09-09T04:11:39.526Z","dependency_job_id":null,"html_url":"https://github.com/djsutherland/sdm","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/djsutherland%2Fsdm","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/djsutherland%2Fsdm/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/djsutherland%2Fsdm/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/djsutherland%2Fsdm/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/djsutherland","download_url":"https://codeload.github.com/djsutherland/sdm/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250535031,"owners_count":21446503,"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":"2024-11-17T05:34:35.803Z","updated_at":"2025-04-23T23:42:00.162Z","avatar_url":"https://github.com/djsutherland.png","language":"C","funding_links":[],"categories":[],"sub_categories":[],"readme":"This is a C++ implementation (with C and Matlab MEX interfaces) of Support\nDistribution Machines, as described by:\n\nBarnabas Poczos, Liang Xiong, Dougal J. Sutherland, and Jeff Schneider.\n_Nonparametric Kernel Estimators for Image Classification._\nCVPR 2012. http://autonlab.org/autonweb/20680.html\n\nThe code was written by Dougal J. Sutherland.\n\nA pure-Matlab version of this code (much slower, but easier to set up if you're\na Matlab user), written by Liang Xiong, is available at\n    http://autonlab.org/autonweb/20466.html\n\nRequirements\n------------\n\n  * [np-divs](https://github.com/dougalsutherland/np-divs/) for nonparametric\n    divergence estimation\n  * [LibSVM](http://www.csie.ntu.edu.tw/~cjlin/libsvm/) for support vector\n    machines\n  * [Boost](http://boost.org) at least 1.35\n  * [CMake](http://cmake.org)\n  * BLAS and LAPACK implementations\n  * A working FORTRAN compiler (to use BLAS/LAPACK)\n\nInstallation\n------------\n\n    mkdir build; cd build\n    cmake ..\n    make\n    make runtests # optional\n    make install\n\nThis will install the shared library named e.g. `libsdm.so` (depending on\nplatform) and header files, as well as an `sdm-run` binary and a MEX file to\n`share/sdm/matlab`. By default, these will be placed in `/usr/local`; to\ninstall to a different location, use something like:\n\n    cmake .. -DCMAKE_INSTALL_PREFIX=$HOME\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdjsutherland%2Fsdm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdjsutherland%2Fsdm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdjsutherland%2Fsdm/lists"}