搜索资源列表
GenLASSO-1.1.tar
- 统计学习软件包，基于lasso算法的参数估计-statistical learning packages, lasso based on the parameter estimation algorithm
Lasso
- lasso regression. It is very good to use for statics processing.
lars
- 解L1正则化回归问题（lasso）的Lars算法 -a classic algorithm for lasso called LARs——Least Angle Regression
SALSA_v2.0
- 应用交替方向乘子法来求解L1正则化问题、BP问题、LASSO问题的一种算法，-Application alternating direction multiplier method to solve L1 regularization problem, BP issue LASSO problem an algorithm
LARS
- 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.
LassoShooting
- Shooting algorithm implemented in Matlab for solving the Lasso [1] and group Lasso [2] problems in the penalized form.
lasso
- lasso算法，分为很多子类，可以单独运行-lasso algorithm
lasso
- lasso算法的例子，用于最小二乘优化,包含了多个子文件-an example of lasso algorithm for least square update，which includes a lot subfiles
Unconstrain-lasso
- 在传统LASSO 算法基础上，未加约束的lasso源码，有在这方面应用的可以拿去使用-Based on the traditional LASSO algorithm, without the constraints of lasso source code, application in this area can use it
lasso-enet
- 针对数据挖掘中的lasso算法，可用于选择变量-Data driven algorithm for lasso based regression modelling which can be used for variable selection
lasso
- 2012matlab含有此工具箱。优化算法。(2012matlab contains this toolbox. Optimization algorithm.)
emlars
- 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)
machine_learning_python-master
- 通过阅读网上的资料代码，进行自我加工，努力实现常用的机器学习算法。感知机的基本形式和对偶形式的实现 Kmeans和Kmeans++的实现 EM GMM高斯混合和GMM+LASSO的实现 实现朴素贝叶斯的基本算法和高斯混合朴素贝叶斯算法 实现决策树的基本算法 实现adaboost基本算法 实现svm基本算法 实现逻辑回归基本算法(By reading the data codes on the Internet, we can process oursel