资源列表
Clustering.m
- K-clustering / Linkeage-K-clustering/Linkeage
BP-neural-network-training
- BP神经网络训练程序，可计算误差与学习速率，训练采用的拟合函数为Y=sin(X)\n，-BP neural network training procedures, fitting function Y = sin (X) \ n, calculate the error and learning rate,
Pattern_classification--2ed
- 机器学习、人工智能领域经典书籍，模式分类第二版-Machine learning, artificial intelligence, classic books, pattern classification, Second Edition
Foundations-of-Machine-Learning
- 机器学习基础，英文版，讲解了常用的机器学习算法-Machine learning foundation, in English, to explain the commonly used machine learning algorithms
PRML
- 模式识别和机器学习，人工智能经典书籍，对于机器学习、人工智能学习实用-Pattern recognition and machine learning, artificial intelligence classic books
Statistics
- 统计学习方法，站在数学的角度分析机器学习、人工智能算法-Statistical learning methods, from the perspective of mathematical analysis of machine learning, artificial intelligence algorithms
MLAPP
- 基于概率论的角度分析机器学习算法,适合人工智能、机器学习相关从业人员-Analysis of machine learning algorithms based on probability theory perspective
BI-PPT
- 商务智能ppt，学校的讲义 介绍商务智能基础知识，有参考价值-Business Intelligence School Handouts Introduces the basics of business intelligence, is worth considering
bfo
- 细菌觅食优化算法，应用方便，算是一种比较新的优化算法-Bacterial foraging optimization algorithm, easy application, regarded as a relatively new optimization algorithm
GA
- 遗传算法，一种经典的优化算法，用于很多问题的优化-Genetic algorithm, a classical optimization algorithm for optimizing a lot of problems
MYPCA2
- 利用pca计算出两个统计量，通过对统计量的大小比较以判定故障是否发生。-Pca is calculated using two statistics, by comparing the size of the statistic to determine whether the fault occurs.
bp
- 最经典的神经网络，在分类、聚类方面表现突出，在故障诊断方面也有良好表现-The most classical neural networks, classification, clustering, outstanding, fault diagnosis also has good performance in