资源列表
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)
周志华-机器学习_
- 入门级别的机器,内容较多，篇幅较长，请耐心学习，高清的可以自kindle中看(The introduction level machine, the content is more, the length is longer, please be patient to study, the high definition can see from the Kindle.)
柔性加工车间遗传算法调度
- 针对柔性车间调度编程，并且有MFC界面可以调试(For flexible shop scheduling programming, and MFC interface can be debugged)
mtalab_simulink学习资料
- matlab_simulink学习资料，s_function,编程(Matlab_simulink learning materials, s_function, programming)
KCF_matlab
- KCF仿真源码 运行run_tracker.m，手动框定跟踪目标(kcf matlab simulation code)
STC_matlab
- 目标跟踪的STC算法仿真，包括源码，数据及算法文档，运行run_tracker.m，手动框定跟踪目标(stc simulation code)
python
- python基础教程，python实战项目，非常适用的教程，适合初学者(Python basic tutorial, python combat project, very applicable tutorial, suitable for beginners.)
DNN
- 使用神经网络进行语音增强，包括语音特征提取，DNN，语音重构(Speech enhancement using neural networks)
DNN_toolbox
- 语音分离用的深度神经网络工具箱，matlab，非常全 -This folder contains Matlab programs for a toolbox for supervised speech separation using deep neural networks (DNNs).
dcgan_mnist（对抗学习）
- 对抗学习，也有叫“增强学习”。其原理是机器自己与自己进行对抗或博弈，更通俗点说，就是机器人与机器人下棋。("Against learning", also called "enhanced learning". The principle is that the machine itself is playing against or playing games with itself, and more generally speaking, it is
新闻言论自动提取
- 根据新闻的内容，在线提取言论实体与发表的观点，利用哈工大的pyltp语言模型对输入的新闻进行分句、分词、命名实体识别，判断新闻是否存在实体，对包含实体的内容进行依存句法分析，若谓语存在相似词列表中，则后面句子为观点内容。
7 概率和数理统计
- 一些关于数理统计类的简单介绍，并说明了在MATLAB当中的使用(Some brief introduction to mathematical statistics, and explain the use of MATLAB)