资源列表
支持向量机1
- 了解支持向量机的基本原理，用于分类和预测。(Understand the basic principles of support vector machines.)
支持向量机2
- 了解支持向量机的基本原理，便于分类、预测问题的解决。(Understanding the basic principles of support vector machines, easy to classify and predict the solution of problems.)
hd560
- Rotating Machinery dimensional hologram of practical spectrum calculation routines, Contains a common array signal processing algorithm, Complete codec LDPC code.
模式识别
- 了解什么是神经网络，学会利用深度学习算法解决一些问题(Know what a neural network is and learn how to use depth learning algorithms to solve some problems)
MATLAB神经网络30个案例分析
- 神经网络，回归预测，30个典型案例，回归模型，数据驱动(Neural network, regression prediction, 30 typical cases, regression model, data-driven)
遗传优化算法
- 遗传算法，可用于求解函数优化问题，能够找到最优解(Genetic algorithm can be used to solve the function optimization problem, and can find the optimal solution)
《应用MATLAB实现神经网络》程序包
- 神经网络编码，网络层数设置，初始化参数设置，网络参数改进。(net code initial parameter.net level number.inprove parameter.image process.target identify.face identify.number identify.alphabet identify.)
新建文件夹
- 将260个样本中随机抽出部分学生的身高和体重作为训练样本（男女生都有），然后训练一个BP神经网络，最后将剩下的样本输入网络进行测试，检测BP网络的分类性能。260个样本的体重和身高在文档中。可以在男生样本中抽取70%用来训练，在女生样本中抽取70%用来训练。(The 260 samples were randomly selected from the part of the students' height and weight as the training sample (boys and
jieba for Python
- jieba分词功能在python中的实现方法(The Method of jieba for word-split in python)
神经网络
- 基于matlab平台的神经网络算法分析，显示未经训练以及训练之后的曲线图。可通过修改函数定义更换算法。(Neural network algorithm analysis based on MATLAB platform, showing the training and training after the curve. The replacement algorithm can be defined by modifying the function.)
神经网络编程_源代码
- 人工神经网络BP神经网络编程源代码，可在matlab平台实现。(Artificial neural network BP neural network programming source code, can be implemented in the MATLAB platform.)
贪婪算法
- 贪婪算法 对这种算法的一种深入优化，方便运算(A thorough optimization of this algorithm by greedy algorithm)