资源列表
knnimplementation
- 自己编写的KNN算法，不用工具包就可实现。kNN算法的核心思想是如果一个样本在特征空间中的k个最相邻的样本中的大多数属于某一个类别，则该样本也属于这个类别，并具有这个类别上样本的特性.(The core idea of the kNN algorithm is that if the majority of the k most neighboring samples of a sample in the feature space belong to a particular category
allan_ygm
- 用于对imu数据进行allan方差分析。(allan variance analysis)
diff_code
- 降维DM算法，用于diffusion map降维，代码很全很细致。(Dimensionality reduction algorithm)
libsvm-mat-2.89-3-[farutoFinalVersion]
- 支持向量机求解程序,下载后安装到工具箱，设置路径就能用了！(Support vector machine solution procedures, download and install to the toolbox, set the path can be used!)
8615
- A noise auxiliary data analysis method, Constituting the modulated signals of different frequencies, There ULA CRB curve.
vxufj
- Acquisition and Processing of the speech signal, digital signal processing class-based, Very convenient to use, Including the generalized cross-correlation function GCC time delay estimation.
yf678
- For beginners with a reference value, Channelized receiver based on multi-phase structure, Using matlab to calculate the Mahalanobis distance for the image.
R
- 本文分别利用逻辑回归、决策树和随机森林三种模型针对员工是否会过早离职问题进行探究，结果显示三种方法预测结果的精确度依次增加，分别为78.59%、96.8%和 99%，并且三种模型均显示员工演满意度是最重要的特征变量。(Predicting employee turnover)
DemoProject_DLwCNN
- 关于深度学习下的卷积神经网络的实验，有具体分析和实验步骤及要实现的内容(experiments on deep learing with Cov.Neural Network)
Disease Diagnosis (1)
- ELM for digonies disease
机器学习_周志华
- 机器学习方面写得比较简单明了的书，适合新手阅读。(Machine learning books written in relatively simple, suitable for beginners to read)
apriori
- java实现的apriori算法（源代码）(Java implementation of the Apriori algorithm (source code))