资源列表
MATLABshenjingwangluoyuanma
- MATLAB神经网络30个案例分析书后的源程序代码。。解释很详细，很实用-MATLAB neural network analysis of 30 cases, the book s source code. . Explained in detail
GA_BP.zip
- 遗传算法与BP模型的改进及其在水资源工程中的应用,Genetic Algorithm and BP improve the model and its application in water resources engineering
002
- 基于pca和dpca以及流形法和动态流形发的程序，应用于故障检测与故障诊断,还有故障识别，识别的效果很好，对象为cstr，程序简单-Based on the pca and dpca and manifold method and dynamic manifold hair of program, used in the fault detection and fault diagnosis, and fault recognition, identification of the good e
xgboost 代码 + 课件
- XGboost的教程和代码，网上是收费的课程，特别的好。(Xgboost tutorial and code, online is a fee based course, especially good.)
Model_indentfy_and_NN
- 模式识别与神经网络，详细介绍了模式识别与神经网络个概念以及模式识别的方法和组建大规模神经网络。-pattern recognition and neural network, details of pattern recognition and neural network-the concept of pattern recognition methods and the formation of large-scale neural networks.
artificial-intelligence
- 智能控制的课件，主要内容包括神经网络，模糊控制和遗传算法。是一门基础的人工智能先修课-PPT about artificial intelligence
runningcardatamining
- 有关行车数据的数据挖掘算法，对于实现数据挖掘算法有困难的一定会有借鉴意义。
SMOTEBoost
- 分类非平衡数据的SMOTEboost算法-This code implements SMOTEBoost. SMOTEBoost is an algorithm to handle class imbalance problem in data with discrete class labels. It uses a combination of SMOTE and the standard boosting procedure AdaBoost to better model t
bbobexp13.09.tar
- CEC2013 Benchmark Functions-Benchmark Functions
C.ClassificationSVM
- This is support vector machines algorithm (SVM) use to classification data
FEPR
- 用于模式识别及人工智能方面的理论工具书，书中介绍了一些典型的特征提取方案及模式分类算法，以及各种神经网络分类器的训练等。-Theoretical tool for pattern recognition and artificial intelligence book, the book describes the typical feature extraction scheme and pattern classification algorithms, as well as a varie
Immune-the-nonlinear-model
- 本书首先对免疫性和非线性数学模型做简单的介绍，然后在各章中具体的讨论各种各样的免疫非线性描述的具体问题。在非线性模型方面，谈非线性动力学方程，反应扩散方程的波动和参数涨落时的随机描述，结合具体问题谈了细胞自动机。-Book begins on immunological and non-linear mathematical model to do a brief introduction, the chapters and then discuss a variety of specific