资源列表
测试代码
- BP neuron network 数值算法人工只能深度学习(To describe the Bp neuron network Iris recognization)
Kmeans
- python语言实现kmeans聚类，机器学习算法(Kmeans clustering in Python language)
BOOK30CodeData.part1
- 神经网络算法，Neural Networks。(Matlab Neural Networks Codes)
FMT_star
- 快速搜索随机树FMT程序，利用halton序列采点，并进行相应的采样规划，实现在0-1内的路径规划(Quickly search the random tree FMT program, use the Halton sequence to pick up the point, and carry on the corresponding sampling plan, realize the path planning within 0-1.)
1天搞懂深度学习
- 深度学习，李宏毅 介绍深度学习的知识，值得一看(Deep Learning Tutorial)
18.1.EM
- EM算法代码实践，使用python实现。(EM algorithm code practice, based on Python implementation)
MAAB_Style_Guideline_Version3p00
- matlab guideline希望对大家有所帮助(Matlab guideline hopes to be helpful to all of you)
S.J.Chapman《MATLAB编程》中文版修正版
- matlab教程，非常好的教程，希望对大家有帮助(matlab tutorials, very good tutorials, I hope to help you)
simulink教程
- simulink教程，非常好的教程，希望对大家有帮助(Simulink tutorials, very good tutorials, I hope to help you)
3115005002-蔡梓烽
- A*算法路径搜索，一字棋盘的模拟，决策树分类算法(Path search of A* algorithm)
myrbm2batch1epoch
- 通过解读RBM算法，利用代码理解RBM算法。(Through the interpretation of RBM algorithm, using code to understand RBM algorithm.)
卷积神经网络详述
- 从卷积神经网络的发展历史开始，详细阐述了卷积神经网络的网络结构、神经元模型和训练算法。在此基础上以卷积神经网络在人脸检测和形状识别方面的应用为例，简单介绍了卷积神经网络在工程上的应用，并给出了设计思路和网络结构。(Starting from the history of the convolution neural network, the network structure, neuron model and training algorithm of the convolution neur