搜索资源列表
distancemetriclearning
- 度量学习，2009年的文章和程序，LMNN,基于最优化方法的度量学习算法-Metric study of article in 2009 and procedures, LMNN, a measure of the optimization method based on learning algorithm
script_bayesian_dist
- the baysian distance metric learning code
metric-learning_survey_v2
- 关于metric learning的综述，涉及到许多的知识：SVM、kernel、SDP等-This paper surveys the field of distance metric learning from a principle perspective, and includes a broad selection of recent work. In particular, distance metric learning is reviewed under different
lmn4op.ZIP
- 基于L1范数稀疏距离测度学习的单类分类算法Based on the L1 norm of sparse distance metric learning one class classification algorithm-Based on the L1 norm of sparse distance metric learning one class classification algorithm
PD
- PD is a package for learning non-metric partial similarity based on maximal margin criterion. The package includes the MATLAB code of the algorithms and a demo with data
Large-Scale-Metric-Learning
- 经典机器学习方法Large Scale Metric Learning的matlab代码-Classical machine learning methods Large Scale Metric Learning matlab code
Semi-Supervised-Distance-Metric
- Semi-Supervised Distance Metric Learning for Collaborative Image Retrieval
CaiDengcode
- 浙大蔡登，何晓飞写的降维，特征选择等机器学习的源码 包括：谱回归，降维，特征选择，主题模型，矩阵分解，稀疏编码，哈希，聚类，主动学习，矩阵学习。 是一个很好的机器学习源码资料。-cCaideng s code for Machine learning,include Spectral regression : (a regression framework for efficient dimensionality reduction) Dimensionality reduct
paper5
- 5.采用概率密度比值估计的距离度量学习.rar-5.Probability density ratio is estimated using a distance metric learning.rar
Distance-Metric-Learning
- 关于度量学习的一篇经典文章，利用度量学习提高KNN的分类正确率，如果对度量学习有兴趣，这篇是必读的文章-Metric learning about a classic article, the use of metrics to improve learning KNN classification accuracy, if you are interested to measure learning, this is a must read article
kissme
- Multiple instance metric learning automatically labeled bags of faces-Multiple instance metric learning automatically labeled bags of faces
itml
- ITML Information theroy metric learning 基于信息理论的度量学习-Information theroy metric learning
mLMNN2.5.1-WithMT
- mLMNN large margin metric learning 基于最大间隔的度量学习。-large margin metric learning
LMNN
- 大间隔最近邻居（Large margin nearest neighbor (LMNN)）分类算法是统计学的一种机器学习算法。该算法是在k近邻分类其中学习一种欧式距离度量函数。-Spaced nearest neighbor (Large margin nearest neighbor (LMNN)) classification algorithm is a statistical machine learning algorithms. The algorithm is learning a
LOMO_XQDA
- 行人重定位算法，识别效果非常好，有源码和文章-Person re-identification is an important technique towards automatic search of a person’s presence in a surveillance video. Two fundamental problems are critical for person re-identification, feature representation and me