资源列表
神经网络自动跑马里奥
- 利用神经网络学习跑马里奥,脚本源码是NEAT.lua,已经整合在一起 测试方法:打开模拟器EmuHawk.exe,载入游戏,进入游戏后保存(save state),进入目录\SNES\State,找到刚才保存的文件,重命名为DP1.state,把这个文件复制到LUA文件夹和模拟器文件夹下,运行脚本就可以了. 哔哩哔哩上有作者的演示视频,搜索MarI/O(Use neural networks to learn how to run Mario)
8puzzle
- 用MFC把八数码问题的算法实现，深度优先，广度优先，A算法都实现了，大家可以参考一下，应该用得上-Eight digital algorithm to achieve with MFC, depth-first, breadth-first, A algorithm are realized, we can refer to, you should need them
hubel
- 关于脑神经解剖学、神经机能的， 若贝尔奖得主HUBEL写的书，是麻省理工推荐脑认知与人工智能课推荐的必读书-On brain anatomy, neurological function, if the Bell Prize winner HUBEL book is recommended by the Massachusetts Division of brain cognition and artificial intelligence will be recommended reading
PRML-reference
- 机器学习和模式识别经典书籍答案 官网下载 高清-Machine learning and pattern recognition classic books answer
MLAPP
- 基于概率论的角度分析机器学习算法,适合人工智能、机器学习相关从业人员-Analysis of machine learning algorithms based on probability theory perspective
垃圾短信分类
- 基于文本内容的垃圾短信识别,对数据进行了数据清洗,分词等,进行 了模型训练及评价(Based on the text content of spam short message recognition, data cleaning, segmentation, model training and evaluation are carried out)
DPM
- 行人检测的很好，现在很多数据库都用DPM做这个检测(Pedestrian detection is very good. Now many databases use DPM to do this detection.)
Machine learning A Probabilistic Perspective
- 经典教学书籍<Machine learning A Probabilistic Perspective>(book <Machine learning A Probabilistic Perspective>)
kinect-for-image-achieve
- 同时采集Kinect的深度图像和彩色图像，并且可实时将同一时刻采集的两种图像保存到相应目录.-Simultaneous acquisition Kinect depth images and color images, and save the two kinds of image to the appropriate directory.
Machine-Learning
- Machine Learning: A Probabilistic Perspective.2012年才出的一本机器学习好书-Machine Learning: A Probabilistic Perspective.A good book just published in 2012.
spro
- spro是一个用于提取说话人特征的开源工具，用它可以提取mfcc、lpc等特征-spro is aimed at extracting features in the area of speaker recognition,you can extract features such as mfcc and lpc.
PID
- PID类的仿生算法文章。有遗传算法、粒子群算法、细菌觅食算法、鱼群算法。-PID class bionic algorithm article. A genetic algorithm, particle swarm optimization, bacteria foraging algorithm, fish algorithm.