资源列表
机器学习实战书+源代码
- 机器学习横跨计算机科学、工程科学和统计学等多个学科，需要多学科的专业知识。在需要解释并操作数据的领域都或多或少可以运用到机器学习，通过这本书可以系统地学习基于python语言的机器学习的相关知识(Machine Learning in Action written by Peter Harringto. Machine learning covers many subjects, such as computer science, engineering science and statisti
mask rcnn
- 跑通的Mask rcnn图像检测，深度神经网络人工智能，检测准确度高(Deep neural network High detection accuracy, including trained data)
Fault-Data-Sets
- matlab做的，关于滚动轴承振动信号故障诊断很重要的数据库，做机器学习的朋友可以看看啊！-Matlab do, on the rolling bearing vibration signal fault diagnosis is very important , machine learning friends can see ah!
神经网络-手写数字识别
- 利用BP神经网络，对MNIST数据集中的5000张图片进行训练，实现手写数字识别，训练出来的结果准确率在90%。
Arificial-Intelligence
- A PPT of Artificial Intelligence
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.)
image-sentiment-analysis
- 图片情感分析模型，基于卷积神经网络，以颜色特征为依据进行情感分类，图片情感极性分为积极和消极两类。(The model can extract the hue, brightness, contrast and other information from a picture to represent the emotional polarity of the image. The image sentiment analysis model is using convolution neura
stanford-parser-2011-08-04
- 斯坦福句法分析工具包，针对句子建立语法树，以及句子内部词之间的依赖关系-stanford parser
DMM
- DMMs提取Kinect人体深度动作图像的方法，是一种将深度图像映射到三个正交直角平面的有效方法。-DMMs extraction depth Kinect body movement image method, the depth of the image is an effective way to map three orthogonal Cartesian plane.
NeuralNetwork
- neural network, chan qua di ha
Rescue-code
- robocup仿真救援组的平台基础完整版代码，希望对大家学习有帮助-robocup simulation rescue group platform the basis of the full version of the code, we hope to learn helpful
Advances_in_kernel_methods
- 这本书的内容基本摘自NIPS会议上的文章，质量高内容也很有深度，是一本经典的svm参考书。-the book with the name "advances in kernel methods",it is a classic book about kernel methods and svm.