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Writing code? Pfft... Evolve it instead!

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EuroPython
 Gordon, Emma

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Writing code? Pfft... Evolve it instead!
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Writing code? Pfft... Evolve it instead! [EuroPython 2017 - Talk - 2017-07-12 - Anfiteatro 2] [Rimini, Italy] We're heading into a future of delivery drones, driverless cars and 3D-printed ""hoverboards"" ... With machines now able to perform many tasks better than humans, some people are going to be out of a job. But not software developers, right?! Could a computer generate the code you currently write for a living? In this talk, we'll take a look at one of the many biologically inspired approaches to AI - Genetic Algorithms, and how they can be used to generate code given a description of the function that that code should perform. Spoiler - you're probably not out of a job, yet..
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CodeIntelComa BerenicesSoftwareDemonWaveSoftware developerPoint (geometry)TheoryRoboticsSurgeryElectric generatorLecture/ConferenceXML
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Optical disc driveInformation securityResultantNatural languageProcess (computing)Self-organizationObservational studyLink (knot theory)Computer scienceVirtual machineMachine learningAlgorithmGroup action
01:10
Host Identity ProtocolPower (physics)Dedekind cutAlgorithmEvoluteVirtual machineSearch algorithmProcess (computing)Data structureLine (geometry)Machine learningSoftware developerStudent's t-testPersonal digital assistantNatural languageNatural numberCodeAlgorithmCASE <Informatik>Single-precision floating-point formatDecision theoryType theoryString (computer science)Fitness functionInformationRandomizationInformation retrievalDifferent (Kate Ryan album)Mixture modelData storage deviceComputer programmingSupercomputerSurvival analysisCondition numberVolume (thermodynamics)Multiplication signAnalogyForestContext awarenessExterior algebraInstance (computer science)Devolution (biology)Object (grammar)AreaSpeech synthesisPoint (geometry)Insertion lossObservational studyRight angleSet (mathematics)Optical disc driveLoginPlotterRun time (program lifecycle phase)Computer animation
05:19
Radical (chemistry)AlgorithmMathematicsRoundness (object)Characteristic polynomialSet (mathematics)Reduction of orderInheritance (object-oriented programming)String (computer science)AngleCASE <Informatik>2 (number)Loop (music)Fitness functionProgram flowchart
06:23
Fast Fourier transformExecution unitMaß <Mathematik>Maxima and minimaCodeMachine codeIterationSpacetimeString (computer science)Link (knot theory)RandomizationElectric generatorCategory of beingFitness functionComputer programmingStatisticsLetterpress printingQuicksort
06:56
EmpennageMenu (computing)Execution unitInterior (topology)Image warpingEmailMaß <Mathematik>MIDIHill differential equationInflection pointVirtual machineScripting languageComputer virusNormed vector spaceFormal languageSymbol tableComputer programmingChromosomal crossoverValidity (statistics)String (computer science)Virtual machineWaveFunction (mathematics)NeuroinformatikLinearizationElectric generatorLetterpress printingScaling (geometry)Parameter (computer programming)Vector potentialRandomizationCodeComputer fileFinitismusElectronic visual displayStructural loadComputability theory2 (number)Decision theoryBlock (periodic table)Modal logicSystem callTemplate (C++)Multiplication signRight angleEndliche ModelltheorieOpticsProjective planeWebsiteObject (grammar)Pointer (computer programming)Slide ruleTerm (mathematics)Cellular automatonArrow of timePoint (geometry)Series (mathematics)Machine learningControl flowOpen sourceTuring-MaschineTheoryRule of inferenceOrder (biology)QuicksortReading (process)Game controllerTuring testOptical disc driveTrailTouchscreenTape drive
11:46
SineRoyal NavyExecution unitMaxima and minimaWechselseitige InformationComputer programmingVector potentialPoint (geometry)Validity (statistics)Social classVirtual machineFunction (mathematics)Hydraulic jumpFitness functionString (computer science)BitDemo (music)RandomizationTerm (mathematics)NumberType theoryFinitismusQuicksortLengthMaxima and minimaPie chartInfinityProgram codeMetric systemElectric generatorCASE <Informatik>1 (number)Endliche ModelltheorieKeilförmige AnordnungTelecommunicationRight angleDistanceInformationInternet forumLoop (music)Instance (computer science)Medical imagingSemiconductor memoryConcentricComputer animationXML
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Execution unitEmailSystem callAbstract syntax treeMultiplication signMachine learningInstance (computer science)outputRange (statistics)Different (Kate Ryan album)CodeComputer programmingSpacetimeRow (database)Cartesian coordinate systemResultantBitAreaRoboticsDirection (geometry)NumberEndliche ModelltheorieGeneric programmingUnit testingAlgorithmFibonacci numberMathematical optimizationNetwork topologyMoment (mathematics)NeuroinformatikSoftwareReal numberFunctional (mathematics)Musical ensemblePoint (geometry)View (database)WritingQuicksortOrder (biology)Proof theoryRevision controlLibrary (computing)Term (mathematics)Software developerPresentation of a groupWaveGraph (mathematics)Representation (politics)Set (mathematics)Projective planeGroup actionPhysical systemVideo gameLink (knot theory)MetadataCASE <Informatik>AdditionCellular automatonFerry CorstenSpring (hydrology)Insertion lossSoftware testingSource codeComputer animation
Transcript: Englisch(auto-generated)