资源列表
RandomForest
- 随机森林算法是一个可用于数据分类和显现回归的一个相当不错的算法，可实现很多功能。这个算法只需要将所需文件放入一个matlab路径中即可实现-A pretty good random forests algorithm is an algorithm for data classification and regression show, can achieve a lot of functionality. This algorithm only to the desired file into
LM
- 利用LM算法优化BP神经网络的matlab源程序。-LM algorithm to optimize the use of BP neural network matlab source.
GSO2
- 使用改进群搜索算法对种群进行优化，运用在电力系统中效果显著。-Using improved search algorithm to optimize a population group, used in power system.
convolutionalRBM.m-master
- 深度学习方法中的卷积受限玻尔兹曼机的必备学习源，有助于了解方法原理。-Convolution restricted boltzmann machine in deep learning approach, a necessary source of learning, helps to understand the method principle
tlbo
- TLBO算法.包含有基于经营策略的TLBO改进算法。-TLBO algoritham
DE_OS-ELM
- 用差分算法对在线惯序极限学习机的输入权值和偏置进行优化（本程序只限激励函数为sig），其学习时间比极限学习机分批进行学习总共的时间有所提升，诊断精度也提高了。-Algorithm using differential input weights and the bias line Extreme Learning Machine sequencer used to optimize (this program only excitation function for sig), its lear
Strategy.tar
- 重力四子棋程序，通过人工智能中的alpha-beta剪枝实现，AI的实力至少高于一般人的水平，人比较难下赢。通过调用getPoint函数获得下一个落子点的坐标-Gravity four chess program, through the realization of artificial intelligence in the alpha-beta pruning, the strength of AI at least a greater than average level, people
Selforgmap
- 自组织映射网络测试实例：实现不同学习法则下的样本点分类图解，适用于SOMF入门学习者-Self organization mapping
logistic_regression
- 利用逻辑回归实现二分类的matlab程序。随机生成训练样本，利用梯度下降法进行训练，并且在样本图上画出了分类边界。-Logistic regression for binary classification matlab procedures. Randomly generated training samples, the training using the gradient descent method, and is shown in Figure on the sample class
zhuchengxu
- 读取轴承全寿命周期中的每组数据，并对其进行多域特征提取，包括时域和频域特征提取，用于轴承性能退化评估的研究很有用，自己亲手调试成功-Read bearing the full life cycle of each set of data, and extract its multi-domain characteristics, including time domain and frequency domain feature extraction for bearing performanc
bearing-envelope-analysis-
- 对轴承振动信号进行滤波和包络频谱分析，可通过包络谱发现轴承故障，也可用于其他故障诊断的研究，程序已调试通过-Bearing vibration signal filtering and envelope spectrum analysis, bearing failure can be found through the envelope spectrum can also be used to study other troubleshooting procedures have been d
FOA
- 这是基本的果蝇优化算法，简单高效，非常适合初学者使用。-This optimization algorithm is a basic flies, simple and efficient, very suitable for beginners to use.