资源列表
改进的GA优化BP
- 改进的遗传算法优化的BP神经网络，用于电厂数据的异常检测和故障诊断，已验证有效性。(The improved genetic algorithm optimized BP neural network has been validated for power plant data anomaly detection and fault diagnosis.)
MLToolbox2004
- 麻省理工学院的人工智能工具箱,很珍贵,希望对大家有用!-Massachusetts Institute of Technology s artificial intelligence toolbox, it is precious and useful for all of us hope!
nmfpack
- NMFs算法（带稀疏度约束的非负稀疏矩阵分解）用于实现基于人脸局部特征的人脸识别，通过近似的矩阵分解进行空间降维。
Practical-neural-network-tutorial
- 本书介绍了神经网络常用算法、优化算法及其混合编程实现-This book presents a commonly used neural network algorithms, optimization algorithm and its hybrid programming
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>)