资源列表
chapter_GA
- 利用GA优化SVM参数问题。利用gaSVMcgForClass函数对数据进行SVM最佳参数寻找。-Using GA to optimize the SVM parameter problem. GaSVMcgForClass function is used to analyse the data best parameters for SVM.
chapter_PSO
- 用psoSVMcgForClass.m实现对分类问题用PSO来优化SVM参数的问题-Use psoSVMcgForClass. M for classification problems using PSO to optimize parameters of SVM
Huber
- 机器学习ADMM Huber损失最小化1范式约束算法Sparse Huber With L1 Constrain And Alternating Direction Method of Multipliers Method-Sparse Huber With L1 Constrain And Alternating Direction Method of Multipliers Method
GA
- 有关于遗传算法的特别好的论文及文献，看完很有帮助，快下载-There are particularly good on paper and the literature on genetic algorithm, read helpful, fast download ,,
mobile_robot
- 给实验室轮式机器人编写的上位机界面。通过IP和端口，上位机连接机器人，发送一些指令，使机器人前进，后退等功能。其中涉及到无线通信，界面编程等都值得借鉴。-To the laboratory wheeled robot prepared by the host computer interface. Through the IP and port, the host computer connected to the robot, send some instructions to make th
detection
- 神经网络 孤立词语 特定人 深度学习 语音识别-Neural network isolated words deep learning particular person voice recognition
tfidf_calculate
- 基于文本的tfidf计算，但因为是double类型，小数位有所丢失，不过计算精度尚可。-tfidf text-based computing, but because it is double type, decimal places have lost, but the accuracy is acceptable.
machine-learning_key_andrew-NG
- 机器学习的核心概念，由著名的专家Andrew NG编写，适合初学者学习。-machine learning key points by Andrew NG，which is the notes of the machine learning lecture.
door-localizaion
- 论文，机器学习的应用，采用视觉定位门，实现机器人开门的操作。-The localization of door using vision to accomplish the robot door opening.
pre_recognition
- 声音识别中的分帧、加窗、mel滤波器的设计及滤波功能-in the field of speech recognition，these codes could make it come true that enframing and hamming.Also, it involves the designs of mel filter.
CPSO
- 一种混沌粒子群算法，基于C++环境，效果还行-A chaotic particle swarm algorithm based on the C++ environment, the effect is also OK
CLSPSO
- 一种新的混沌粒子群算法，基于MATLAB环境-A chaotic particle swarm algorithm based on the MATLAB environment, the effect is also OK