搜索资源列表
ada_2.0-1
- Adaboost，一种很流行的机器学习算法。用matlab实现的。-Adaboost, a very popular machine learning algorithm. Achieved using matlab.
jqxx_2006_2
- 机器学习讲义，初学者推荐使用！这是第二部分。-Machine learning lectures, recommended for beginners! This is the second part.
jqxx_2006_3
- 机器学习讲义，初学者推荐使用！这是第三部分。-Machine learning lectures, recommended for beginners! This is the third part.
jqxx_2006_5
- 机器学习讲义，初学者推荐使用！这是第4部分。-Machine learning lectures, recommended for beginners! This is Part 4.
jqxx_2006_6
- 机器学习讲义，初学者推荐使用！这是第6部分。-Machine learning lectures, recommended for beginners! This is Part 6.
learning_code
- 无限混合模型的非监督学习算法的例程和MATLAB代码-It s a set of MATLAB m-files implementing the mixture fitting algorithm.It consists of a main MATLAB function and three auxiliary functions.
lle
- 一种流形学习算法，用于非线性降维，文章发表在2000年science杂志上，是一种非常经典的算法。-A manifold learning algorithm for nonlinear dimensionality reduction, articles published in science journal in 2000, is a very classic algorithms.
npe
- 流形学习算法lle的线性化方法，是一种非监督的降维方法，比lle的优势在于可以将新的样本点映射到低维空间。-Lle manifold learning algorithm of the linearization method, is a non-supervised dimensionality reduction method has the advantage of being more than lle can sample the new point is mapped to the
hlle
- 一种流形学习算法，改正了Isomap不能对非凸流形进行降维的不足，是一种局部等距的降维方法。-A manifold learning algorithm, Isomap can not be corrected for non-convex manifolds for the lack of dimensionality reduction is a partial isometric method of dimensionality reduction.
lltsa
- 流形学习算法LTSA的线性化方法，在基因分类聚类中得到了应用，可以将新样本线性地投射到低维空间。-LTSA manifold learning algorithm of the linearization method, clustering in gene classification has been applied to new samples can be projected onto the linear and low-dimensional space.
bp
- 神经网络bp自学习算法的c++实现，是实际工程的一部分。-bp net is realized by c++.
TextClustering
- 文本聚类，VC编程实现，作为一种无监督的机器学习方法，聚类由于不需要训练过程，以及不需要预先对文档手工标注类别，因此具有一定的灵活性和较高的自动化处理能力-Text Clustering, VC programming, as an unsupervised machine learning method, clustering by eliminating the need for the training process, and do not need to manually pre-ma
Qstudy
- 一段人工智能Q学习算法的程序实现，利用六格世界进行演示Q学习的过程。-Q learning algorithm of artificial intelligence for some of the program, using six grid world presentation Q learning process.
MachineLearning
- 机器学习经典课件，包含决策树、人工神经网络，评估假设-machine learning ppt
Id3
- 数据挖掘、机器学习中经典的ID3算法，分类器java实现-Data mining, machine learning in the classical ID3 algorithm java classifier to achieve
rl_cmac
- 强化学习算法。通过cmac神经网络实现强化学习状态空间到动作空间的映射。-Reinforcement learning algorithm. Cmac neural networks through the reinforcement learning state-space to the action of the mapping space.
KOHONEN
- 著名的KOHONEN算法实现，对研究机器学习有帮助。-KOHONEN,a useful classification method.
ReinforcementLearning
- q学习算法的一个例程，上传与大家分享一下-q learning algorithm, a routine, upload to share with you some
SummerizationOfMachineLearning
- 机器学习中集成学习越来越受到人们的关注，这是一篇较为全面的有关集成学习的综述性文献！尤其值得入门者阅读！-Integration of machine learning to learn more and more attention, this is a more comprehensive overview of the integrated study of literature! Particularly beginners to read!
catandmouse
- 强化学习实例：catchmouse 该实例用到了很多的算法monte carlo method，TD method and saras method.-an example for reinforcement learning：catchmouse.the example includes the following method：monte carlo method，TD method and saras method.