资源列表
EM Algorithm
- 通过使用EM算法来实现混合高斯的分类,有比较好的效果，很直观的可以展示，对于初学者很有帮助(Through the use of EM algorithm to achieve the classification of mixed Gaussian, have better results, very intuitive to display, helpful for beginners)
deeplearning
- 李弘毅deep learning的ppt(Li Hongyi deep learning ppt)
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- Flower pollination algorithm to solve combined economic and emission dispatch problems
PSO
- 基于matlabde 粒子群算法源程序，收敛迅速，过程清晰(Based on matlabde particle swarm optimization (PSO) source program, the convergence is rapid and the process is clear)
predict_Bayesian Network
- 贝叶斯网络预测篮球队胜负，使用了爬山学习算法(The Bias network predicts the winning and negative of the basketball team and uses the mountain climbing algorithm.)
code1_temp
- 使用matlab代码实现，未调用工具箱中的神经网络工具箱，最后使用一个小例子来验证。(The program is implemented by matlab without nntool.)
test_network
- 此代码基于主成分分析的角度对原数据进行主成分分析，有效的降低了分析的难度和分析的时间(This code based on principal component analysis of the original data of the principal component analysis, effectively reducing the analysis of the difficulty and analysis of time)
NR14
- newton raphson method
深度学习书
- 此书详细的介绍了各种人工智能的方法, 书中基本涵盖所有人工智能的方法，并且包含许多较新的方法。(This book introducing the different methods of deep learning, this book contains all of deep learning method, including some new algorithms.)
06 机器学习
- 机器学习是研究如何使用机器来模拟人类学习活动的一门学科，本文档描述了机器学习的概念和相关应用(Machine learning is a subject that studies how to use machines to simulate human learning activities. This document describes the concept and application of machine learning.)
P3
- udacity term1 project 3(udacity term 1 project 3)
08 进化算法
- 该资料讲述的进化算法的相关概念，发展历史，以及相关编程示例。(The related concepts, history, and related programming examples of the evolutionary algorithms are described.)