资源列表
Pattern-Recognition
- 模式识别与人工智能书籍及源代码，对学习相关知识的人员具有很好的参考意义。-Pattern Recognition and Artificial Intelligence, books and source code, to learn the knowledge of the staff has a good reference value.
深度学习.pdf
- 深度学习-MIT资料 里面介绍了很多深度学习的知识从最简单的回归问题到最深刻的神经网络深入浅出(Deep learning -MIT information introduces a lot of deep learning knowledge from the simplest regression to the deepest neural network.)
24.HMM
- 通过hmm实现中文分词，并且能自动发现新词的功能(The Chinese word segmentation is realized by HMM, and the function of new words can be automatically found)
mnist
- 利用keras实现手写数字识别，使用CNN模型 全连接层+两个卷积层，最后Softmax分类器，识别率超过96%(Using keras to realize handwritten numeral recognition baesd on CNN model. One whole connection layer + two convolution layers, and a Softmax classifier. The recognition accuracy is over 96%
coursera--Assignment-answers
- 机器学习入门级算法，机器学习课堂答案全套。包括牛顿方法，生成学习算法，贝叶斯统计正则化，奇异值分解算法等- U673A u5686 u5B06 u5E6 u5E2 u5E2 u2113 u7E1 u7B97 u6CD5 uFF0C u673A u5668 u5B66 u4E60 u8BFE u5802 u7B54 u6848 u5167 U65B9 u5c2 u53F3 u651F u7Bc R U6C
PNN_GA
- 关于概率神经网络以及遗传算法的相关文章，很全面-On probabilistic neural network and genetic algorithm-related articles, very comprehensive
2013302590104_002
- 模式识别bayes分类的三类协方差VC++程序- U6A21 u5F0F u8BC6 u522Bbayes u5206 u7C7B u7684 u4E09 u7C7B u534F u65B9 u5DEEVC++ u7A0B u5E8F
DeepLearnToolbox-master
- 深度学习，介绍，分析内容，算法及其代码。不同类型(hjkghkkgvjklljhhbvhkkswdghikhgghl)
ChatScript_1.13
- Chatscr ipt是一款2010年获奖的智能对话机器人软件-Chatscr ipt is an intelligent dialogue on the 2010 award-winning robot software
MNIST_CNN 代码及测试结果
- 只含一层卷积层的CNN也可以将手写数字识别的正确率达到99%(The CNN with only one convolutional layer can also get the correct rate of handwritten digit recognition up to 99%.)
FudanNLP-1.05
- fudanNLP自然语言处理1.5开源包，用于自动分类，文档摘要，语义分析等-fudan NLP