资源列表
PSO-BP
- 粒子群算法优化BP神经网络，在传统PSO算法的基础上增加了惯性权重，并且线性递减策略改变。(Particle Swarm Optimization (BP) algorithm optimizes BP neural network, and inertia weights are added based on traditional PSO algorithm, and linear decreasing strategy changes)
jqxxzsfydm_pdf
- MachineLearninginAction机器学习附带资料(MachineLearninginAction)
经典算法大全
- 通过学习资料达到对算法的了解，基础入门学习(Algorithm Encyclopedia)
matlab43example
- 适用于入门的43个matlab案列，包含各种神经网络与支持向量机，以及遗传算法，粒子群算法(matlab 43 examples for newcomer)
work2.6
- 实现控制规则为T=int（(e+e1)/2）的模糊神经网络控制器(A fuzzy neural network controller with T=int ((e+e1) /2) control rule is implemented.)
SOM神经网络
- C#平台下的应用，可输出SOM神经网络权值矩阵和测试结果(It can output SOM neural network weight matrix and test results.)
sequence_gan
- TensorFlow实现自然语言处理，基于梯度策略算法(Use TensorFlow to deal with the Natural Language Processing)
cnn-text-classfication
- 通过机器学习中的卷积神经网络实现对文本进行分类的算法。(The text is classified by the convolution neural network.)
小网络
- 51单片机智能小车程序，功能是利用神经网络进行防碰撞。(This is a simple program to prevent impact.)
adaboost
- 程序为一种分类算法AdaBoost算法，用于解决二分类问题(The program is a classification algorithm AdaBoost algorithm to solve the two classification problem)
logRegres
- 程序为Logistic回归算法用于分类，主要包含梯度上升法以及改进的梯度上升法(The program is Logistic regression algorithm for classification, mainly including gradient ascent method and improved gradient ascent method)
BPdata
- BP神经网络应用于非线性函数拟合（使用神经网络工具箱）(Application of BP neural network to nonlinear function fitting,which using the neural network toolbox.)