资源列表
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)
圣维南方程（洪水）
- 基于matlab 编程，利用一维圣维南方程组，模拟洪水演进过程(Using one-dimensional Saint-Venant equations to simulate flood routing process)
三维装箱MATLAB版
- 三维装箱程序，MATLAB实现，可以使用，但是没有优化，时间较长(3D packing program, realized by MATLAB, can be used, but it has not been optimized and takes a long time.)
Latin Hypercube Sampling
- 这是从多元正态分布、均匀分布和经验分布中实现拉丁超立方体采样的采样实用程序。变量之间的相关性可以被描述出来。(This is sampling utility implementing Latin hypercube sampling from multivariate normal, uniform & empirical distribution. Correlation among variables can be sprecified)