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该工具箱中包含了多种降维算法。其中有传统的PCA和Local PCA算法，也有典型的流形学习算法，如Isomap、LLE、HLLE、Laplacian Eigenmaps 和 Local Tangent Space 。-The toolbox contains a variety of dimensionality reduction algorithms. In which the traditional PCA and Local PCA algorithms, there are the
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vlsl 数字信号处理系统设计，非常好的书适合搞算法的人学习哦-vlsl digital signal processing system design, very good book for people who engage in learning algorithms Oh
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聚类分析工具箱 亚历山大博士写的，用于聚类分析，功能比较全-Cluster Analysis and Cluster Ensemble Software
ClusterPack is a collection of Matlab functions for cluster analysis. It consists of the three modules ClusterVisual, ClusterBasics, and ClusterEnsemble as described in t
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ADIAL Basis Function (RBF) networks were introduced
into the neural network literature by Broomhead and
Lowe [1], which are motivated by observation on the local
response in biologic neurons. Due to their better
approximation capabilities, si
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GMM-GMR is a set of Matlab functions to train a Gaussian Mixture Model (GMM) and retrieve generalized data through Gaussian Mixture Regression (GMR). It allows to encode efficiently any dataset in Gaussian Mixture Model (GMM) through the use of an Ex
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基于MATLAB实现的LMS和rls算法，通过测试，可以输出学习曲线和误差曲线-MATLAB-based implementation of the LMS and rls algorithms, testing and can output the learning curve and error curve of
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一种经典的流形学习算法，IsomapR1，用matlab与c++混合编程实现-A classical manifold learning algorithms
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Learning Automata Algorithms
A collection of machine learning programs which contains some of Learning Automata algorithms such as Tsetline, Krinisky, Krylov, LRI, LIP, LRR, LReP, SoftMax, SampleAverage and Random strategy. All of these develope
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非常详细的MUSIC谱估计程序，自己写的，毕业设计，保证结果正确且可以运行。有非常详细的注释，每句话都有注解，简明易懂，保证可以看懂并学到知识，并且每一步与MUSIC算法详细的对应和算法解释，不管是学习程序还是学习算法都很有帮助，.m文件中是程序的一部分，全部代码在WORD中，肯定是你见过的最好的代码-MUSIC spectrum estimation very detailed procedures for their own writing, graduation, there are ve
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非常详细的Capon算法DOA估计程序，自己写的，毕业设计，保证结果正确且可以运行。有非常详细的注释，每句话都有注解，简明易懂，保证可以看懂并学到知识，并且每一步与Capon算法详细的对应和算法解释，不管是学习程序还是学习算法都很有帮助，.m文件中是程序的一部分，全部代码在WORD中，肯定是你见过的最好的代码-Capon algorithm very detailed procedures for DOA estimation, he has written, graduate design,
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人工智能中流形学习的几种经典算法的合集，很不错-manifold learning algorithms in artificial intelligence
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Diskstra最短路径算法的c++源程序，以及编译好的matlab动态链接库，学习留形学习算法及程序必备。-Diskstra shortest path algorithm c++ source code, and compiled matlab dynamic link library, learning algorithms and procedures remain an essential form of learning.
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matlab机器学习最新的工具箱，包含多种学习算法如kmean、adaboost、svm等-the latest machine learning matlab toolbox contains a variety of learning algorithms such as kmean, adaboost, svm, etc.
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sparse Bayesain learning algorithms
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EM算法作为机器学习的经典算法，本算法为EM源程序，陪带实验-EM algorithm as the classic machine learning algorithms, the source of the EM algorithm, to accompany with the experimental
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Weka based algorithms for clustering purposes
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Feature selection methods for machine learning algorithms such as SVR, including one filter-based method (CFS) and two wrapper-based methods (GA and PSO). The gridsearch is for the grid search for the optimal hyperparemeters of SVR. The SVM_CV is for
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粒子群优化算法，希望程序对大家学习智能算法有帮组-Particle swarm optimization, we want the program on smart learning algorithms to help group
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Some manifold learning algorithms,such as LTSA,LLE,Isomape
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吴恩达教授有关深度学习浅显易懂的算法介绍，包括基础算法和示例。(Deep learning algorithms introduction by Andrew Ng.)
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