GitHub - amanmaldar/AprioriCPU: Implementation of Apriori Data Association Algorithm using CPU and GPU vestion

Apriori

This is the project for High Performance Computing

References:

https://paginas.fe.up.pt/~ec/files_0506/slides/04_AssociationRules.pdf http://www2.cs.uregina.ca/~dbd/cs831/notes/itemsets/itemset_apriori.html https://www.codeproject.com/articles/70371/apriori-algorithm
GPU - http://www.ijcaonline.org/archives/volume155/number10/spandana-2016-ijca-912449.pdf

Execution Process:

Implementations/Trial_1 and Implementation/Trial2 folder contains CPU implemenation with iterative version. This is starting point to understand the simple logic behind the algorithm implementation.

Name		Name	Last commit message	Last commit date
Latest commit History 181 Commits
.idea		.idea
Implemetations		Implemetations
cmake-build-debug		cmake-build-debug
100000x10entries.txt		100000x10entries.txt
1000entries.txt		1000entries.txt
1000entriesNew.txt		1000entriesNew.txt
1000x10entries.txt		1000x10entries.txt
200entries.txt_bck		200entries.txt_bck
6entries.txt		6entries.txt
6entries.txt_bck		6entries.txt_bck
CMakeLists.txt		CMakeLists.txt
Data Association using GPU (Apriori Algorithm).pptx		Data Association using GPU (Apriori Algorithm).pptx
README.md		README.md
WorkingFiles		WorkingFiles
apriori.cpp		apriori.cpp
apriori.cu		apriori.cu
apriori.h		apriori.h
apriori.hcu		apriori.hcu
apriori.o		apriori.o
dataT10K500D12L.data - Copy.txt		dataT10K500D12L.data - Copy.txt
fileGen.cpp		fileGen.cpp
functions.h		functions.h
functions.hcu		functions.hcu
input.txt		input.txt
main - Copy.cpp		main - Copy.cpp
main_midterm.cpp		main_midterm.cpp
main_midterm.o		main_midterm.o
output.txt		output.txt
res2.txt		res2.txt
res3.txt		res3.txt
res4.txt		res4.txt
result1000.txt		result1000.txt
scriptDownload		scriptDownload
scriptUpload		scriptUpload
test3.txt		test3.txt
test3_10000.txt		test3_10000.txt
test3_20000.txt		test3_20000.txt
test3_sajeed.txt		test3_sajeed.txt
test3_small.txt		test3_small.txt
track.sh		track.sh

amanmaldar/AprioriCPU

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Apriori

References:

Execution Process:

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