资源列表
dbn_tf-master
- 利用深度置信网络实现对mnist数据集的分类(sort out the set of mnist with DBN)
psoSVMcgForClass
- 用粒子群寻优SVM，从而实现对分类器的参数实现寻优(pso svmcg for class,abcpso)
probset1
- machine learning problem set(machine learning problem set 1)
MATLAB智能算法30个案例分析
- 遗传算法工具箱在matlab中的应用，对GADST各项参数进行分析，举例。(he application of the genetic algorithm toolbox in Matlab analyzes the various parameters of GADST, for example.)
asd
- 非线性规划算法局部搜索能力较强，全局搜索能力较弱，遗传算法局部搜索能力较弱，全局搜索能力较强，结合两者优点得到最优解(Nonlinear programming algorithm has strong local search ability, weak global search ability, weak local search ability of genetic algorithm, and strong global search ability. The best solutio
qwe
- 神经网络中网络结构哦、初始连接权值和阈值的选择对网络训练的影响很大，用遗传算法的神经网络进行优化。(The choice of network structure, initial connection weight and threshold in neural network has a great influence on network training, and is optimized by the neural network of genetic algorithm.)
dfa.py
- dfa 验证机，可以用于AI校验，敏感词校验，以及机器学习(dfa verification machine)
决策树-判断隐形眼镜的类型
- 使用python实现的利用随机数生成算法对一个实例，判断隐形眼镜类型的分类问题进行解决。(Use python and random decision tree algorithm to solve the classification problem)
Matlab神经网络工具箱应用简介
- 学习人工智能编程的学习资料很不错，欢迎下载(Learning the learning materials of artificial intelligence programming is very good)
mnist
- 使用了全连接网络，卷积神经网络，循环神经网络分别构建不同的分类器，如何通过模型保存原理进行保存。(Using the fully connected network and convolution neural network, recurrent neural network builds different classifiers respectively, and how to save them through the preservation principle of the mode
机器学习pics
- 17张思维导图+1张机器学习图，每张图都很有指导价值(17 thinking map +1 machine learning diagram)
基于bp神经网络的孤立词识别
- 利用MATLAB，实现对一些孤立词的识别。语音识别的一种(bp matlab recongnation)