资源列表
iPLS
- 区间偏最小二乘法（iPLS）筛选的特征光谱区域通过摒弃不相关的变量-Interval Partial Least Squares
linear_CTSSVM
- 基于分段函数的支持向量分类机，使用BFGS算法进行求解-Piecewise-based support vector machine, using BFGS algorithm to solve
hua2
- 对150种鸢尾花数据进行分类的matlab代码-150 species of iris data to classify the matlab code
stft
- 利用时频分析的方法分析一段语音信号的时频特征，并进行降采样等处理，可直接运行-When the time-frequency analysis method to analyze the frequency of use of a voice signal characteristics, and down-sampling and other treatment, can be directly run
pcr
- pcr主成分matlab回归源代码，包括预处理，回归和预测-pcr principal component regression matlab source code, including pre-treatment, regression and prediction
word2vec
- word2vec 实现词向量生成，用于自然语言分析，数据挖掘，人工智能等-word2vec achieve word vector generation for natural language analysis, data mining and artificial intelligence. . . . .
wine
- 基于Wine数据集的数据分析报告 R语言+实验结果文档-data analysis based on wine
Matlab
- 1.计算两类样本的隶属度；2.使用quadprog函数求解svm的拉格朗日乘子；3.主成份分析-1.caculate the membership of 2 samples；2.use quadprog function to get the lagrangian multiplier；3.principle component analasys
boosting
- R语言解决机器学习中关于AdaBoosting算法的代码。-about the AdaBoosting in machine learning, using R language
randomforest-matlab
- 一个Matlab实现Random Forest的源代码，里面有使用说明和范例-Random Forest achieve a Matlab source code, there are instructions and examples
ClassicalELM
- 通过极限学习机的相关算法，实现数据的预测、回归、分类，从而有利益数据的处理-Processed through the relevant algorithm ELM achieve prediction data, regression, classification, and thus interest data
mlp
- this code source implement artificial neural network by using multi layers perceptron whit xor sample test.- this code source implement artificial neural network by using multi layers perceptron whit xor sample test.