11 projects
fpGrowth
implimention of fpGrowth in python
apriori
implimention of apriori in python
myKMeans
implimention of kmeans in python,first implement a local minimum version,than use it to implement a global minimum one by choosing one of the best class to split the dataset into two classes if splitting is better
treeRes
implimention of tree regression in python,and you can set the spilt methods in linear model to split or in constant model by changing the argument and a use for both conditons.Then use matplotlib and Tkinter,we can build the tree and change it by change its paramenter tolS and tolN
myRegression
implimention of regression in python,including standard version,lwlr version,ridge version,an implemention of greedy algorithm of regression and least squares weight version,and then use a function to find the best weight of ridgeTest calculated from 30 iteration
myAdaboost
implimention of myAdaboost and ROC in python,and a test of it
svm_smo
a simplfied version and a full version of implimention of svm using smo in python,and a test of linear and rbf
logRegres
implimention of logistic regression in python,and a test of it
myNaiveBayes
implimention of NaiveBayes in python,and two examples of easy application of it
DTID
implimention of decision tree use ID3 in python,and an easy use of it
KNN
implimention of KNN in python
