收藏

文件名称:gplvm

  • 所属分类：
  • 数据挖掘
  • 资源属性：
  • [C/C++] [Matlab] [源码]
  • 上传时间：
  • 2016-03-25
  • 文件大小：
  • 1.31mb
  • 下载次数：
  • 0次
  • 提 供 者：
  • 李
  • 相关连接：
  • 无
  • 下载说明：
  • 别用迅雷下载，失败请重下，重下不扣分！
修正介绍说明

介绍说明－－下载内容均来自于网络，请自行研究使用

这是一个用于高斯过程隐变量模型的工具箱，其中包含了MATLAB/C/PYTHON三种语言版本-As of July 2005 a C++ implementation of the GPLVM exists which has most of the flexibility of this software but runs much faster. However as of this time it cannot handle very large data sets as the sparsification algorithm (i.e. the IVM) is not implemented.



Expected code updates in the near future: different kernels associated with each dimension of the IVM code (update to take place in IVM toolbox).



A note on speed issues:



This toolbox is designed to be flexible, not fast. Large improvements in running speed can be obtained by removing that flexibility (e.g. by fixing the kernel type and the noise model etc.).



Version 2.1 Release Notes

　　　　　　-



As part of releasing the new FGPLVM toolbox, which uses a different sparsification approach for dealing with large data sets, large portions of the original GPLVM code were moved into two new toolboxes: the datasets toolbox and the mltools toolbox. These toolboxes are now required for running the GPLVM toolbox.



Version
(系统自动生成,下载前可以参看下载内容)

下载文件列表





gplvm\a (fast) implementation of gaussian process latent variable models

.....\..................................................................\demos

.....\..................................................................\.....\cootesModify.m

.....\..................................................................\.....\cootesVisualise.m

.....\..................................................................\.....\demEdinburgh1.m

.....\..................................................................\.....\demEdinburgh2.m

.....\..................................................................\.....\demEpfl.m

.....\..................................................................\.....\demFace1.m

.....\..................................................................\.....\demFranck.m

.....\..................................................................\.....\demIbm.m

.....\..................................................................\.....\demIdiap.m

.....\..................................................................\.....\demManifold.m

.....\..................................................................\.....\demManifold.mat

.....\..................................................................\.....\demOxford.asv

.....\..................................................................\.....\demOxford.m

.....\..................................................................\.....\demPrintManifold.m

.....\..................................................................\.....\demTuebingen.m

.....\..................................................................\.....\ericrun.model

.....\..................................................................\.....\ericrun_back_constrained.model

.....\..................................................................\.....\franck.mat

.....\..................................................................\.....\prepDemManifold.m

.....\..................................................................\.....\swagger.model

.....\..................................................................\.....\swagger_back_constrained.model

.....\..................................................................\.....\swagger_dynamics.model

.....\..................................................................\.....\tfaceGetBoundingBox.m

.....\..................................................................\.....\tfaceLoadConnectivity.m

.....\..................................................................\.....\tfaceParse.m

.....\..................................................................\.....\tfaceParseFrame.m

.....\..................................................................\.....\tfaceParseGenerateFilename.m

.....\..................................................................\matlab

.....\..................................................................\......\activeSetGradient.m

.....\..................................................................\......\additionalfiles.txt

.....\..................................................................\......\classVisualise.m

.....\..................................................................\......\Contents.m

.....\..................................................................\......\demBrendan.m

.....\..................................................................\......\demBrendan1.m

.....\..................................................................\......\demBrendan2.m

.....\..................................................................\......\demBrendan3.m

.....\..................................................................\......\demCepstral.m

.....\..................................................................\......\demCepstral1.m

.....\..................................................................\......\demCepstralProject.m

.....\..................................................................\......\demDigits.m

.....\..................................................................\......\demDigits1.m

.....\...........................

相关说明

  • 本站资源为会员上传分享交流与学习,如有侵犯您的权益,请联系我们删除.
  • 本站是交换下载平台，提供交流渠道，下载内容来自于网络，除下载问题外，其它问题请自行百度。更多...
  • 请直接用浏览器下载本站内容，不要使用迅雷之类的下载软件，用WinRAR最新版进行解压.
  • 如果您发现内容无法下载，请稍后再次尝试；或者到消费记录里找到下载记录反馈给我们.
  • 下载后发现下载的内容跟说明不相乎，请到消费记录里找到下载记录反馈给我们，经确认后退回积分.
  • 如下载前有疑问，可以通过点击"提供者"的名字，查看对方的联系方式，联系对方咨询.
查看所有评论

相关评论

暂无评论内容．

发表评论

*主　　题：
*内　　容：
*验 证 码：

源码中国 www.ymcn.org