CS229-Python_系统开发案例-程序员客栈

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StafordCS229MachieLearigiPytho

ThisrepositorycotaistheproblemsetsaswellasthesolutiosfortheStafordCS229-MachieLearigcourseoCourserawritteiPytho3.Someadditioalotestakebymearealsoicluded.

PleasecheckoutthecoursewebsiteadtheCourseracourse.

Pleaseotethatyoursolutioswo'tbegradedadareotaffiliatedtoCourseraiayway.Ifyouraswersdifferfrommieadyouarguethatyoursarebetter,pleasecreateaissueoGitHub.

Istallatio

Makesureyouhavejupyterotebooksistalled.Youcafidistructioshere.

ThefollowigPythopackagesareused:

NumpyScipyMatplotlibPadasPillowNaturalLaguageToolkit

Youcaistallalldepedeciesusig:

pytho3-mpipistall-rrequiremets.txtIstructiosPleasedowloadtheexercises(pdf)fromtheCourseracourse.SomeistructiosareicludeditheNotebooks.CompletetheexercisesitheexercisesNotebook.CompareyouraswerstothecodeisolutiosNotebook.CotetsLiearRegressioLogisticRegressio&RegularizatioMulticlassClassifcatio&NeuralNetworksNeueralNetworksLearigRegularizedLiearRegressioadBiasv.s.VariaceSupportVectorMachiesK-measClusterigadPricipalCompoetAalysisAomalyDetectioadRecommederSystemsCopyrightNotice

Allcode,exercises,dataadotherfilesithisrepoare©StafordUiversity.IfyouareuhappyaboutmehostigthesefilesoGitHubforeducatioalpurposes,pleasesedmeaemail.

Thecodewas'traslated'toPythobyRickWierega.SomeoftheistructiosaremodifiedtobetterfitthePythoecosystembymetoo.Thedata,backgroudiformatioadtheitededexercisearethesame.

Stanford CS229 Machine Learning in Python This repository contains the problem sets as well as th...

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