搜索资源列表
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张量工具箱,提供张量分解等功能,附上安装说明文件,经测试很好用。-tensor decomposition and install readme
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张量分解程序,支持平行因子分解模型和TUCKER分解模型-Tensor decomposition process, and support for parallel factorization model and TUCKER decomposition model
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Fast algorithm for higher order CANDECOMP/PARAFAC tensor decomposition
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二阶欠定盲分离程序,经典,完整,让您一目了然,请放心使用,原汁原味的matlab代码及详细的英文标注。-ack sobi_cp3
Second Order Blind Identification via Candecomp/Parafac order-3 (CP3)
to solve linear instantaneous Blind Source Separation (BSS).
sobi_cp3 allows to handle the exactly-det
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解标志模糊的奇异值分解和多路张量模型,用Matlab代码编写.-Resolving the Sign Ambiguity in the Singular Value Decomposition and multi-way tensor models
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一个很好的matlab源代码——HOSVD,HOSVD算法是通过对张量进行Tucker decomposition后,找出其tensor core,最后对其进行SVD分解。-A good matlab source code SVD, HOSVD algorithm is passed on tensor Tucker decomposition, find out the tensor core, and finally its SVD decomposition.
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利用SVD实现item-based CF:
优点: 简化数据,去除噪声,提高算法的结果
缺点: 数据的转换可能难以理解
适用数据类型: 数值型数据(Svd decomposition plays an important role in the decomposition of eigenvalues of high-dimensional data, while using low-dimensional data for approximate approximation)
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基于张量Tucker分解的数据修复算法,能对缺失数据修复(Data repair algorithm based on tensor decomposition)
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一种张量分解的算法,应用于盲源分离和机器学习。(An algorithm for tensor decomposition)
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对tenor张量进行补全并最小化范数,得到tensor的分解形式(ADMM Complementing the tenor tensors and minimizing the norm, we get the decomposition form of tensor.)
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