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Description: 有关于lasso的一系列m文件
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Size: 1625 |
Author: geniuswf |
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Description: lasso算法是stanford的tibshirani提出的一种变量子集选择算法。-lasso algorithm is proposed by stanford
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Size: 206848 |
Author: 项龙江 |
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Description: lasso regression. It is very good to use for statics processing.
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Size: 359424 |
Author: Tandy |
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Description: 多种信号过完备字典学习算法的工具包，包含文献Surveying and comparing simultaneous sparse approximation (or group-lasso) algorithms中所有的算法。-Multiple signals over-complete dictionary learning algorithm toolkit, including literature Surveying and comparing simultaneous sparse approximation (or group-lasso) algorithms for all algorithms.
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Size: 13312 |
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Description: 用matlab程序进行数据处理（lasso方法）-Matlab program for data processing (lasso method)
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Size: 171008 |
Author: liu |
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Description: that is Matlab code for GLM and LASSO, enjoy it!-that is Matlab code for GLM and LASSO, enjoy it!
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Size: 854016 |
Author: He Jiang |
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Description: Lasso算法源代码,stanford开发的,绝对可靠-Glmnet for Matlab- Lasso (L1) and elastic-net regularized generalized linear models
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Size: 774144 |
Author: shui |
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Description: MMT is a Matlab toolbox implementing the multi-task Lasso models, including: (i) the Lasso (ii) the standard multi-task Lasso, i.e. the group Lasso (iii) the structured input-output multi-task Lasso, a.k.a. the two-graph guided multi-task Lasso proposed in [1]. The last case (iii) subsumes the special cases: tree-guided and the feature-graph guided multi-task Lasso. The core optimization algorithm for solving this model is developed in C to enhance greater computational efficiency. In particular, current scalability of the coefficient matrix that has been tested for MMT is 104*104! The structured input-output multi-task Lasso model is well-suited for addressing the expression quantitative trait loci (eQTL) mapping problems which are of the intrinsic high-dimensional nature. Details can be found in [1].-MMT is a Matlab toolbox implementing the multi-task Lasso models, including: (i) the Lasso (ii) the standard multi-task Lasso, i.e. the group Lasso (iii) the structured input-output multi-task Lasso, a.k.a. the two-graph guided multi-task Lasso proposed in [1]. The last case (iii) subsumes the special cases: tree-guided and the feature-graph guided multi-task Lasso. The core optimization algorithm for solving this model is developed in C to enhance greater computational efficiency. In particular, current scalability of the coefficient matrix that has been tested for MMT is 104*104! The structured input-output multi-task Lasso model is well-suited for addressing the expression quantitative trait loci (eQTL) mapping problems which are of the intrinsic high-dimensional nature. Details can be found in [1].
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Size: 478208 |
Author: 莫琳 |
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Description: Matlab implementation of the graphical Lasso model for estimating sparse inverse covariance matrix (a.k.a. precision or concentration matrix)
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Size: 23552 |
Author: 莫琳 |
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Description: Matlab code for the LARS algorithm [1], which computes the whole optimal path, by a homotopy approach, for the LAR and Lasso problem in constrained form.
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Size: 28672 |
Author: 莫琳 |
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Description: Shooting algorithm implemented in Matlab for solving the Lasso [1] and group Lasso [2] problems in the penalized form.
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Size: 28672 |
Author: 莫琳 |
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Description: 关于LSAAO算法的MATLAB程序代码以及对应的参考文献资料。-MATLAB code about LSAAO algorithm as well as the corresponding reference data.
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Size: 18789376 |
Author: zhangxingbo |
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Description: 稀疏建模工具箱，是一个为解决各种稀疏估计问题的开源优化工具箱，可实现字典学习与矩阵分解；使用LARS、快速下降法、OMP、SOMP等算法解决稀疏分解问题；使用Lasso解决结构化稀疏分解问题- Dictionary learning and matrix factorization Solving sparse decomposition problems with LARS, coordinate descent, OMP, SOMP, proximal methods Solving structured sparse decomposition problems
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Size: 3693568 |
Author: liang |
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Description: 使用admm算法解决lasso问题，matlab代码-Use admm lasso algorithm to solve the problem, matlab codes
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Size: 1024 |
Author: john |
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Description: Lasso经典算法文章，包括代码（matlab）(A Matlab solver for l1-regularized least squares problems.
Permission to use copy, modify, and distribute this software for
any purpose without fee is hereby granted, provided that this entire
notice is included in all copies of any software which is or includes
a copy or modification of this software and in all copies of the
supporting documentation for such software.
This software is being provided "as is", without any express or
implied warranty. In particular, the authors do not make any
representation or warranty of any kind concerning the merchantability
of this software or its fitness for any particular purpose.)
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Size: 2763776 |
Author: 小博v
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Description: matlab实现各种经典回归算法，如最小二乘，ridge，lasso，elastic net等等，以及各种回归算法应用实例。(Many classic regression methods such as least squares, ridge, lasso and elastic net and so on. In addition, some application examples are here indetails.)
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Size: 35840 |
Author: wu joy
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Description: Lasso问题用ADMM,BCD,cvx方法实现(The algorithms to solve lasso problem)
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Size: 3072 |
Author: bias
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Description: LASSO Reconstruction program for Compressed sample
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Size: 37888 |
Author: Hebah |
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Description: Lars算法在MATLAB中的实现，也可以通过选择参数来做lasso(The implementation of the Lars algorithm in MATLAB can also be used to do lasso by selecting parameters)
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Size: 5120 |
Author: jiangmeng白羊 |
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Description: 利用块坐标下降算法求解组套索问题的matlab程序包，内有示例。(Effcient Block-coordinate Descent Algorithms for the Group Lasso)
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Size: 1422336 |
Author: lchwsh |
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