Building a comprehensive set of Technical Indicators in ... | Technical indicators Python
... a comprehensive set of Technical Indicators in Python for quantitative trading ... Until the widespread of algorithmic trading, technical indicators were primarily ...GetstartedOpeninappSigninGetstartedFollow550KFollowers·Editors'PicksFeaturesDeepDivesGrowContributeAboutGetstartedOpeninappBuildingacomprehensivesetofTechnicalIndicatorsinPythonforquantitativetradingCustomizable,comprehensiveindicatorsforMachine-learningandstatisticalalgorithmsModishubhamOct21,2020·6minreadNotefromTowardsDataScience’seditors:Whileweallowindependentauthorstopublisharticlesinaccordancewithourrulesandguidelines,wedonotendorseeachauthor’scontribution.Youshouldnotrelyonanauthor’sworkswithoutseekingprofessionaladvice.SeeourReaderTermsfordetails.OverviewPredictingassetpricemovementshasbeenawidelyresearchedareaaimedatdevelopingalpha-generatingtradingstrategiesthatcapturetheseassetpricemovements“accurately”.Isayaccuratelywithapinchofsaltgiventhestochasticnatureofmostassetpriceswhich,bydefinition,israndominnature.Theideathusfocusesonperformingsomesortofanalysistocapture,withsomedegreeofconfidence,themovementofthisstochasticelement.Amongthemultitudeofmethodsusedtopredictthismovement,technicalindicatorshavebeenaroundforquitesometime(reportedlyusedsincethe1800s)asoneofthemethodsusedinforminganopinionofapotentialmove.Untilthewidespreadofalgorithmictrading,technicalindicatorswereprimarilyusedbytraderswhowouldlookupattheseindicatorsontheirtradingscreentomakeabuy/selldecision.Eventhoughthisisstillveryprevalent,technicalanalysishasmadeitswayintoautomatedtradinggiventheabilityofMachine-Learningandotherstatisticaltoolstoanalyzethisdatainafractionoftimeandthecomputationalabilityofcomputerstoback-testwithmultipledecadesofdata.EventhoughthisarticledoesnotarguefororagainstuseofTechnicalanalysis,thetechnicalindicatorsbelowcanbeusedtoperformvariousback-testsandcomeupwithanopinionontheirpredictionpower.TechnicalIndicatorsThisarticlewillfocusonacomprehensivelistoftechnicalindicatorsthatarewidelyusedbyprofessi
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