资源列表
BP
- 基于神经的连杆衬套旋压神经网络优化程序，输入为旋压控制的基本工艺参数，输出为连杆衬套性能参数-Spinning rod bushing based neural network optimization procedures nerves enter basic process parameters for spin control, output for connecting rod bushing performance parameters
kpca
- KPCA算法实现,采用传统方法实现，KPCA是根据非线性映射到高维空间-KPCA algorithm, using traditional methods to achieve, KPCA algorithm, using traditional methods to achieve,
PSO
- 基于粒子群优化的RBF神经网络的预测，主要用于趋势的预测。-Predict particle swarm optimization based on RBF neural network, mainly for trend forecasts.
Pattern-Recognition-And-ML
- 模式识别和机器学习书籍，用了还不错，可以推荐使用-Pattern recognition and machine learning books, with a pretty good
-TomMitchell.pdf
- 机器学习里超经典书籍，CMU大牛出版，包含所有经典算法-Machine Learning in the ultra-classic books, CMU Daniel publishing, including all classic algorithms
NN_Task1
- bp 神经网络 异或 用c++ 来编程实现神经网络的异或问题-bp matlab xor
ml
- 机器学习基本算法，深度学习基本算法、python语言实现-the machine learning，deeplearning ，pythonlearning
maxflow-v3.03.src
- This software library implements the maxflow algorithm described in An Experimental Comparison of Min-Cut/Max-Flow Algorithms for Energy Minimization in Vision. Yuri Boykov and Vladimir Kolmogorov. In IEEE Transactions on Pattern Analys
eval
- auc 评估脚本，python版本，自己写得-auc eval
Pattern_Recognition
- 自己在硕士期间用到的各种模式识别，机器学习，数据挖掘算法的matlab程序。C4_5,NN，SVM，adaboost,KNN等-During their Master used a variety of pattern recognition, machine learning, data mining algorithm matlab program. C4_5, NN, SVM, adaboost, KNN, etc.
DCS
- this for unsupervised clustering again
self-organizing-map-Kohonen
- last som methods for clustering hope usefu-last som methods for clustering hope usefull