资源列表
聚类分析
- 学习数据挖掘基础，以及人工智能的基础知识，主要是聚类(The basic knowledge of learning data mining and artificial intelligence is mainly clustering)
DataLine
- 基于高斯概率模型的分类，这是一个10分类的情况，基于minist数据(pattern classification)
cplst
- 多标签分类算法，通过对标签降维（SVD），然后利用线性回归建立特征和低维标签之间的关系，求出特征的系数，然后反过来进行预测(Multi label classification algorithm, through the tag dimension reduction (SVD), and then use linear regression to establish the relationship between features and low dimensional tags, to
DBN代码
- MATLAB实例与人工智能神经网络深度学习深度信念网络(MATLAB instance and artificial intelligence neural network deep learning deep belief network)
Machine_Learning_For_Control_Systems-master
- 实现倒立摆平衡的控制仿真，及其方便，matlab非常易懂(Realize the balance of inverted pendulum control simulation, and its convenience, Matlab is very easy to understand)
BP神经网络
- 通过人工神经网络，简单的学习程序，BP神经网络模型(Through artificial neural network, simple learning program, BP neural network model)
speakerIdentification
- 利用神经网络在多个说话者的环境中对某一说话者进行识别(Speaker Identification in Multispeaker Environment using Neural Networks)
GA
- 利用GA遗传算法进行动态路径规划，完成最优轨迹的生成，适合新手入门学习。(Using GA genetic algorithm for dynamic path planning, the completion of the optimal trajectory generation, suitable for beginners to learn.)
3D-convolutional-speaker-recognition-master
- 使用3d卷积神经网络对说话人身份进行识别(Using 3D Convolutional Neural Networks for Speaker Verification)
yang
- 在matlab里面通过神经网络来实现一定的功能，简单可靠。(In matlab inside the neural network to achieve certain functions, simple and reliable.)
机器人控制系统的设计与MATLAB仿真_刘金琨[2008]
- 这个一本专门讲机器人控制系统的书，有详细的程序代码(This book, which specializes in robot control systems, has detailed program code)
Pattern Recognition and Machine Learning
- 这是机器学习的经典书籍，理论深入，值得研究(This is a classic book of machine learning, in-depth theory, worthy of study)