资源列表
BP_annotate
- 模拟仿真 ，神经网络训练，BP神经网络算法及建立(simulink,train,BP net work)
KNN分类器
- 一、用python或matlab编写一个KNN分类器 训练集为semeion_train.csv（手写体识别） 测试集为semeion_test.csv 计算在测试集上错误率（k=1,k=3,k=5,k=10） ?(1. Write a KNN classifier with Python or matlab Training set is semeion_train.csv (handwriting recognition) The test set is semeion_test
libsvm-3.22
- Matlab中的一个工具箱,可以用来分类(a toolbox in Matlab,it can be used to classify data.)
htru2
- 对脉冲星的二分类问题，利用逻辑回归，里面有详细的注解(For the two classification problem of pulsars, there are detailed annotations.)
周志华-机器学习_
- 周志华机器学习，人工智能的经典入门书籍。。。。(Zhou Zhihua's machine learning, the classic introductory book of artificial intelligence.)
Cheatsheets-master
- 各种工程师的知识图谱说明，可参考下，寻找自己的缺失点。(Various engineers' knowledge map explanation can be referred to below to find their own missing points.)
App (2)
- Backpropagartion in java Neural Network
aapp
- quickpropagation neural network with java language
qprop
- c bersion of quickprop java
kriging
- javascr ipt 实现克里金插值。实现克里金插值渲染图--不依赖GP服务(Javascr ipt implementation of Kriging interpolation. The Kriging interpolation map rendering -- do not rely on GP services)
GAP.tar
- 通过对这个程序包的调用可以实现对原子GAP的建模，用机器学习的方法来代替解薛定谔方程(By invoking the package, we can realize the modeling of atomic GAP and replace the Schrodinger equation by machine learning.)
ACO for TSP
- 蚁群算法解决旅行商问题，能够成功运行并且有结果(Ant colony algorithm can solve the traveling salesman problem and run successfully.)