搜索资源列表
EM-algorithm
- EM算法，在统计计算中，最大期望（EM）算法是在概率（probabilistic）模型中寻找参数最大似然估计或者最大后验估计的算法，其中概率模型依赖于无法观测的隐藏变量（Latent Variable）。-EM algorithm
Joint-Modeling
- 一篇很值得研究学习的关于模式识别、机器学习外文文献-Joint Modeling of a Matrix with Associated Text via Latent Binary Features
GPLVM2p11
- 高斯过程隐变量模型的matlab源代码，实现了back-constraint 加速-gaussian processes latent variable model
JGibbLDA-v.1.0
- 用Java实现的LDA算法（潜在dirchlet语义分析），能够运行成功。-latent dirchlet allocation
plsa.tar
- PLSA，概率潜在语义算法,用于寻找变量之间的隐隐含变量，常用于图像标注、图像检索、计算机文本检索-PLSA, probabilistic latent semantic algorithm for finding faint containing variables between variables, commonly used in image annotation, image retri , computer text ret
paper4
- Provable Learning of Overcomplete Latent Variable Models Semi-supervised and Unsupervised Settings
g
- 主元分析法(PCA)是目前基于多元统计过程控制的故障诊断技术的核心，是基于原始数据空间，通过构造一组新的潜隐变量来降低原始数据空间的维数，再从新的映射空间抽取主要变化信息，提取统计特征，从而构成对原始数据空间特性的理解。-Principal component analysis (PCA) is based fault diagnosis technique multivariate statistical process contro
fastldacode
- In this paper we introduce a novel collapsed Gibbs sampling method for the widely used latent Dirichlet allocation (LDA) model.
CVB0
- In this paper we introduce a novel collapsed Gibbs sampling method for the widely used latent Dirichlet allocation (LDA) model.
RVM_papers
- A Hierarchical Latent Variable Model for Data Visualization.pdf Bayesian Image Super-Resolution.pdf Bayesian Inference_An Introduction to Principles and Practice in Machine Learning.pdf Fast Marginal Likehood Maxim
LDA
- LDA主题模型代码，用于分析文档的主题并且之后可以用于文档之间的聚类分析；-Latent Dirichlet Allocation
mip_plsa_code
- image plsa(probability latent semantic analysis)
MatrixFactorizationModel.java.tar
- * * Matrix factorization model for recommendation. * The model only uses latent features. (please note that it suffers cold start problem ) * * @author wenzhe * - * * Matrix factorization model for
LDA+JAVA实现
- LDA(Latent Dirichlet Allocation)是一种文档主题生成模型，也称为一个三层贝叶斯概率模型，包含词、主题和文档三层结构。所谓生成模型，就是说，我们认为一篇文章的每个词都是通过"以一定概率选择了某个主题，并从这个主题中以一定概率选择某个词语"这样一个过程得到。文档到主题服从多项式分布，主题到词服从多项式分布。
Action-Detection
- This paper advances prior work by proposing a joint learning fr a mework to simultaneously identify the spatial and temporal extents of the action of interest in training videos. To get pixel-level localization res
LSA
- 隐含语义检索（Latent Semantic Analysis）的相关代码-Latent Semantic Retri (Latent Semantic Analysis) of the relevant code
tmiqa_release
- 不需要训练的无参考2D图像质量评价程序，可以针对图像质量打分。-Blind image quality assessment without human training using latent quality factors
PLSNIPAL
- PLS的NIPALS算法。通常是作为一个子程序PLS，因为它只计算一个潜变量。-It is generally run as a subprogram of PLS, since it calculates only one latent variable.
lsi
- In this code latent semantic indexing has perform on document set and convert the value to ascii charcter
npbayes-r1
- Latent Dirichlet allocation 和hierarchical Dirichlet process 模型的MATLAB实现代码-The implementation of latent Dirichlet allocation and hierarchical Dirichlet process by using matlab software