Scipy Lecture Notes¶. One document to learn numerics, science, and data with Python¶. Download. PDF, 2 pages per side.NavigationnextScipylecturenotes»CollapsedocumenttocompactviewEditImprovethispage:EdititonGithub.ScipyLectureNotes¶Onedocumenttolearnnumerics,science,anddatawithPython¶DownloadPDF,2pagespersidePDF,1pagepersideHTMLandexamplefilesSourcecode(github)TutorialsonthescientificPythonecosystem:aquickintroductiontocentraltoolsandtechniques.Thedifferentchapterseachcorrespondtoa1to2hourscoursewithincreasinglevelofexpertise,frombeginnertoexpert.Release:2020.2AboutthescipylecturenotesAuthorsWhat’snewLicenseContributing1.GettingstartedwithPythonforscience1.1.Pythonscientificcomputingecosystem1.1.1.WhyPython?1.1.1.1.Thescientist’sneeds1.1.1.2.Python’sstrengths1.1.1.3.HowdoesPythoncomparetoothersolutions?Compiledlanguages:C,C++,Fortran…MatlabscriptinglanguageJuliaOtherscriptinglanguages:Scilab,Octave,R,IDL,etc.Python1.1.2.TheScientificPythonecosystem1.1.3.Beforestarting:Installingaworkingenvironment1.1.4.Theworkflow:interactiveenvironmentsandtexteditors1.1.4.1.Interactivework1.1.4.2.Elaborationoftheworkinaneditor1.1.4.3.IPythonandJupyterTipsandTricks1.2.ThePythonlanguage1.2.1.Firststeps1.2.2.Basictypes1.2.2.1.Numericaltypes1.2.2.2.ContainersListsStringsDictionariesMorecontainertypes1.2.2.3.Assignmentoperator1.2.3.ControlFlow1.2.3.1.if/elif/else1.2.3.2.for/range1.2.3.3.while/break/continue1.2.3.4.ConditionalExpressions1.2.3.5.AdvancediterationIterateoveranysequenceKeepingtrackofenumerationnumberLoopingoveradictionary1.2.3.6.ListComprehensions1.2.4.Definingfunctions1.2.4.1.Functiondefinition1.2.4.2.Returnstatement1.2.4.3.Parameters1.2.4.4.Passingbyvalue1.2.4.5.Globalvariables1.2.4.6.Variablenumberofparameters1.2.4.7.Docstrings1.2.4.8.Functionsareobjects1.2.4.9.Methods1.2.4.10.Exercises1.2.5.Reusingcode:scriptsandmodules1.2.5.1.Scripts1.2.5.2.Importingobjectsfrommodules1.2.5.3.Creatingmodules1.2.5.4.‘__main__’andmoduleloading1.2.5.5.Scriptsormodules?Howtoorganizeyou