资源列表
VCSEL-DOE_design with distortion
- Design grating and simulate its diffracted orders with distortion. It can be used to design the dots-pattern illumination for structured-light 3D detection. 用于光栅设计和仿真其衍射级次的畸变效果。该程序能够用于设计点阵形式的结构光照明，以进行3D结构光测量。
5、Random Forest
- random forest源代码，MATLAB实现，适合新手入门(random forest source code, matlab implementation, suitable for beginners)
30个智能算法模型
- 1-8遗传算法，9 多目标Pareto最优解搜索算法，10 基于多目标Pareto的二维背包搜索算法，11-12免疫算法，13-17粒子群算法，18鱼群算法，19-21模拟退火算法，22-24蚁群算法，25-27神经网络，28 支持向量机的分类，29 支持向量机的回归拟合，30 极限学习机的回归拟合及分类(1-8 genetic algorithm, 9 multi-objective Pareto optimal solution search algorithm, 10 multi-obje
lstm用于时间序列分析和预测
- 用于实现时间序列数据建模与预测的LSTM程序(LSTM matlab code for time series modeling and prediction)
机器学习基础教程_matlab code&data
- 机器学习算法的详细介绍，数学推导。 提供数据(Detailed introduction of machine learning algorithm and mathematical derivation. Provide data)
dstar
- D*lite算法的C++实现，已经在ubuntu linux下面测试通过！(C++ Implementation of D*lite Algorithms)
GPS-IMU-Integrated
- GPS/IMU组合例程，matlab语言实现，含开发测试报告，欢迎下载学习交流
统计学习方法
- 李航老师的统计学习方法，适合机器学习入门，是一本很好的教程(a book for people who interest in machine learning, it will help you a lot)
PUDN
- the coding consists of noma power allocation and SIC in 64 QAM modulation.
MATLAB传热基础算例
- 给出了传热学上的几个基础算例，包括一维稳态/非稳态，二维稳态/非稳态，以及方腔驱动流的matlab算法(Some basic examples of heat transfer are given, including one-dimensional steady/unsteady state, two-dimensional steady/unsteady state, and the matlab algorithm for square cavity driven flow.)
MATLAB神经网络30个案例分析
- Matlab神经网络30个案例分析的源代码，帮助你从入门到精通基于matlab的神经网络建模(MATLAB Neural Network 30 case analysis source code, help you from the introduction to proficiency in MATLAB-based neural network modelling)
pitch
- 能熵比预处理，自相关法提取语音信号或者哼唱歌曲的基音(Energy Entropy Ratio Preprocessing and Autocorrelation Method to Extract the Pitch of Speech Signal or Humming Song)