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IOTFS
- 一个新的数学和算法框架的无监督图像分割。描述了一个灵活的分割框架,利用现有的工作,非负矩阵分解和图像去卷积。合成纹理的马赛克和真正的组织学图像。-Unsupervised image of a new mathematical and algorithmic framework segmentation. It describes a flexible framework segmentation, use of the existing work, NMF and image deconvol
code
- 完成三个聚类算法:k-means,非负矩阵分解,谱聚类-Please implement three clustering algorithms: k-means, clustering by non-negative matrix factorization (NMF), and spectral clustering.
DNMF_1.3.tar
- DNMF实现了NMF延展的功能,是基于NMF的一种创新算法(Discriminant Non-Negative Matrix Factorization aims to extend the Non-negative Matrix Factorization algorithm in order to extract features that enforce not only the spatial locality, but also the separability between cla
降维code
- 了解降维、特征筛选等基本原理 掌握PCA、SVD、LAD和NMF等算法实现及应用(Understand the basic principles of dimensionality reduction and feature selection Master the algorithm implementation and application of PCA, SVD, lad and NMF)