GitHub - rolaechea/ml-traces-analysis: Repository of python code to analyze traces

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 207 Commits
FSELearning		FSELearning
PerfumeControl		PerfumeControl
excel_scripts		excel_scripts
execution_scripts		execution_scripts
rq3_intermediate_models		rq3_intermediate_models
AnalyzerRQ2.py		AnalyzerRQ2.py
AssesLearntFunction.py		AssesLearntFunction.py
AutonomooseTraces.py		AutonomooseTraces.py
CalculateStatsTransitions.py		CalculateStatsTransitions.py
ConfigurationUtilities.py		ConfigurationUtilities.py
EstimateTimeForATransition.py		EstimateTimeForATransition.py
ExcludedTransitions.txt		ExcludedTransitions.txt
ExtractPerfumeEstimatesFromResults.py		ExtractPerfumeEstimatesFromResults.py
FeatureSelection.py		FeatureSelection.py
GenerateAndSaveRegressors.py		GenerateAndSaveRegressors.py
GenerateSampledTestSet.py		GenerateSampledTestSet.py
GenericTraces.py		GenericTraces.py
IntegratedSampledDataCreation.py		IntegratedSampledDataCreation.py
LearnWithCrossValidation.py		LearnWithCrossValidation.py
MLConstants.py		MLConstants.py
ParseAutonomoose.py		ParseAutonomoose.py
ParseTrace.py		ParseTrace.py
PrintingCrossValidationResults.py		PrintingCrossValidationResults.py
ProcessRQ2Results.py		ProcessRQ2Results.py
README.txt		README.txt
RQ2HelperExecutionCountsAndOverallTime.py		RQ2HelperExecutionCountsAndOverallTime.py
RegressorsUtils.py		RegressorsUtils.py
ResponsesManipulations.py		ResponsesManipulations.py
TransitionDictionaryManipulations.py		TransitionDictionaryManipulations.py
__init__.py		__init__.py
bringAutonomooseData.sh		bringAutonomooseData.sh
fastSummaryFromRQ2Results.py		fastSummaryFromRQ2Results.py
pickleFacade.py		pickleFacade.py
sendAutonomooseParsingFiles.sh		sendAutonomooseParsingFiles.sh
sumUpX264.py		sumUpX264.py
testAnalyzeRQ2.sh		testAnalyzeRQ2.sh
testAnalyzeRQ2AutonomooseSecond.sh		testAnalyzeRQ2AutonomooseSecond.sh
testAnalyzeRQ2AutonomooseThird.sh		testAnalyzeRQ2AutonomooseThird.sh
testRunExtractTraces.sh		testRunExtractTraces.sh
tracesAutonomooseMapping.txt		tracesAutonomooseMapping.txt

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FSELearning -- package to reproduce Sven Apels 2015 FSE paper. 

PerfumeControl

Experiments:

1. Choose 10 configurations for each of x264 and Autonomoose

2. Preprocessing for X264: Extract representative sequences from the x264 as the x264 trace is too long (PerfumeControl.GenPerfumeTraces,  testRunExtractTraces.sh)

3. Prerprocessing for Autonomoose: None