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miFV
- The package includes the MATLAB code of the multi-instance learning algorithm miFV, which is an efficient and scalable MIL algorithm. miFV maps the original MIL bags into a new feature vector representation, which can obtain bag-level information, an
Demo_lraNMF
- 我现在主要研究的是非负矩阵在特征提取方面的工作,上传几个我阅读的外国文献的,书籍源代码,在代码中有相应的文献或综述。我就上传一个low rank NMF的。压缩包里有9个文件。-I now mainly studied non-negative matrix feature extraction work, and upload a few I read foreign literature, books source code, there is a corresponding review
AutoEncoder
- 最先提出深度学习算法hinton的自动编码器matlab代码,内容是:利用多层rbm进行自动编码的多层特征训练,然后使用梯度算法进行fine turn。可以进行特征提取,也可以进行分类。压缩包里已带有训练用签字图片数据。相应算法说明可以查看hinton于2006年发表在 science的文章-First proposed deep learning algorithm hinton automatic encoder matlab code that reads: multilayer r