ScientificComputingForTheRestOfUs Introduction to

我要开发同款
匿名用户2021年11月11日
42阅读
所属分类、人工智能、机器学习/深度学习
授权协议CC-BY-4.0 License

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ScientificComputing(fortherestofus)

Onespecificchallenge,whenwritingcodeasascientist,isthatwecarealotaboutgettingtherightanswer;butofcourse,therightanswerisnotalwaysobvious.Soweshouldbeverycarefulwiththecodewewrite.Apieceofcodethatcrashesisannoying;butapieceofcodethatruns,andgiveyouthewronganswercancompromiseyourscienceandyourcareer.Thisguidewillhelpyouadoptpracticesthatmakeitlesslikelytointroducemistakesinyourcode,andmorelikelytocatchthem.Hopefully,thiswillletallofuswritecodewecantrustmore.

Goodprinciplesinscientificcomputingcanhelpyouwritecodethatiseasiertomaintain,easiertoreproduce,andeasiertodebug.Butitcanbedifficulttofindanintroductiontogetyoustarted.Thegoalofthisprojectistogetyoustartedonthemostimportantpoints.Youcanusetheselessonsonyourown,orasagroup.

Thismaterialisaimedatpeoplewhohavealreadyinteractedwithacomputerusingaprogramminglanguage(weuseJulia,butthecodeismeanttobefairlygeneral),butwanttoadoptbestpracticesthatmaketheircodemorerobust.Itcanalsobeusedtofacilitatetheonboardingofnewpeopleinyourlaboryourproject.

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