libDM

A data mining library includes 4 algorithms: k-Means, kNN, SVM, Naive Bayes. All of the algorithms are parallelized by OpenCL.

Build Requirement

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
KMeans		KMeans
KNearestNeighbor		KNearestNeighbor
NaiveBayes		NaiveBayes
SVM		SVM
.gitattributes		.gitattributes
.gitignore		.gitignore
Classify.h		Classify.h
README.md		README.md
kmeans_kernel.cl		kmeans_kernel.cl
knn_kernels.cl		knn_kernels.cl
libDM.h		libDM.h
libDM.sln		libDM.sln
libDM.vcxproj		libDM.vcxproj
libDM.vcxproj.filters		libDM.vcxproj.filters
main.cpp		main.cpp
nb_kernel.cl		nb_kernel.cl
svm_kernel.cl		svm_kernel.cl
t10k-images.idx3-ubyte		t10k-images.idx3-ubyte
t10k-labels.idx1-ubyte		t10k-labels.idx1-ubyte
train-images.idx3-ubyte		train-images.idx3-ubyte
train-labels.idx1-ubyte		train-labels.idx1-ubyte