资源列表
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
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
survival
- 模式识别。基于最小错误率的贝叶斯判别。完整模块，可直接调用-Pattern Recognition. Based on minimum error rate Bayesian discrimination. Complete module can be called directly
KMeans
- 模式识别。KMeans聚类。输入参数，输出结果。完整模块。可以直接调用-Pattern Recognition. KMeans clustering. Input parameters and output results. Complete module. You can directly call
KMeans
- 模式识别。KMEANS聚类。完整模块。可以直接调用-Pattern Recognition. KMEANS clustering. Complete module. You can directly call
KMeanskmeans
- 模式识别。KMEANS聚类功能。完整模块。可以直接调用-Pattern Recognition. KMEANS clustering. Complete module. You can directly call
VFH
- 本论文详细介绍了采用遗传算法(GA)完成全局途径规划和采用矢量场矩形法(VFH)完成部分途径规划白勺方法,然后根据途径规划白勺特点对遗传算法白勺编码方式、适用度函数以及关键遗传算子停止改进。-Vector Field Histogram