资源列表
classifier
- 一种分类算法工具箱,可以进行人脸识别,对模式识别和分类算法很有用-A classification algorithm toolbox, face recognition, pattern recognition and classification algorithms useful
UCI
- 机器学习常用的35个UCI数据集,包括iris、lenses、mushroom、pima indians、wine等。-Machine learning UCI common data set 35, including iris, lenses, mushroom, pima indians, wine and the like.
em
- em算法介绍:EM算法有很多的应用,最广泛的就是GMM混合高斯模型、聚类、HMM等等(This is the EM algorithm using JAVA, easy to understand, easy to use and helpful for understanding the EM algorithm)
Apriori
- 数据挖掘中的经典算法apriori。输入项集和最小支持度,输出频繁项集。-Data Mining the classical algorithm apriori. Entry and set minimum support, output frequent item sets.
SPPP3.0
- 包含了信号处理的各种算法程序,如传统的傅里叶变换等时域和时频域分析。-Contains a variety of signal processing algorithms
gas-meter-reading
- 无线通信技术已经运用在我们生活的每个角落,然而由于现实传输的复杂性和不确定性,同时无线信道存在着慢衰落、快衰落效应,会一定程度上造成资源的浪费和通信质量的下降。协同通信是近些年来无线通信研究的热点,它相对于传统无线通信技术在降低成本、节约资源等方面具有明显的优势。协同通信中,中继选择算法根据遵循的标准不同有着不同的算法-Wireless communication technology has been applied in every corner of our life. However,
code_BPMF
- 如何使它工作: 1。创建一个单独的目录,并将所有这些文件下载到相同的目录中 2。下载7个文件: *demo:主文件demo:PMF和贝叶斯PMF * PMF.m:训练的PMF模型 * bayespmf.m贝叶斯PMF模型实现吉布斯采样器。 * moviedata.mat样本数据包含三元组(user_id,movie_id,评分) * makematrix.m:辅助功能转换成大型矩阵的三元组。 * PRED.m:辅助功能使得预测验证集。 三.在Matlab只需运
Apriori-master
- 用Apriori算法挖掘出入侵检测数据集KDD99的数据关联性,从而检测出未知的攻击-Apriori algorithm is used to extract the data association of the intrusion detection data set KDD99, and the unknown attack is detected
StackOverflow-master
- python matlab分类提取 python matlab分类提取 -python matlab classification extract extract python matlab python matlab classification classification classification extract extract python matlab
MLRforSSVEPDemo
- 对于CK信号进行降维,同时也有线性回归方法,里面有一个例子供大家学习-CK signal for dimensionality reduction, but also a linear regression method, which has an example for everyone to learn
kmeansClassifier
- 该程序实现了keans分类,使用IK分词技术实现分词。-The program implements the k means classification, the use of IK word segmentation technology to achieve word segmentation.
BIRCH-Algorithm
- 本代码是关于数据挖掘的层次聚类算法的编程实例,请勿用于商业用途上-The code is the programming examples on data mining hierarchical clustering algorithm, not for commercial use