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II: Analyzing UVES Spectroscopy","Astropy I: core functions","Celestial Coordinates","gll_psc_v08.fit","Handling FITS files","Tabular data","WCS Transformations","CONTEST: Make a fun bouncing balls demo","Core packages for analysis: IPython, NumPy, and SciPy","IPython","A Crash Course in Scientific Python: 2D STIS Reduction","Reading and Writing tabular ASCII data","Reading and Writing binary data","Reading and Writing files","Summary and excercise","Python Classes","Fitting and Modeling 1-D and 2-D Data","2-D Fitting in Sherpa","Sherpa Installation","The low-level Sherpa API","Sherpa Overview","1-D data with errors","Practical Python for Astronomers","Python Installation and Understanding Packages","Linux","MacPorts","Modules, Packages, and all that","Installing Scientific Python","Recommended installation options","Python requirements","Comparison to SM and IDL","Introduction and Motivation","Quick tour of Python","Who is using Python","Why use Python?","Logistics and open discussion","Python information for CfA","Local information","Advanced plotting","APLpy","Matplotlib","Plotting and Images","Publication-quality plots","Python Objects - or what’s with the periods everywhere?","Python Built-in Types and Operations","<no title>","ATpy","Change history","Modules","Online Astronomy and the virtual observatory","Virtual Observatory","Standard Python Tools"],titleterms:{"class":15,"final":[10,14,26,35],"function":[0,1,4,17,40],"import":[9,26,51],"public":[0,32,42],"try":18,about:[21,22,26],access:[4,10],acknowledg:[0,1],addit:[15,27,29,47],advanc:[4,38],agenda:35,all:[26,40,46],alphawar:48,also:17,anaconda:26,analysi:8,analyz:0,annot:40,api:19,aplpi:[26,39,46],appear:38,appendix:[27,40],arrai:[6,10],artist:38,ascii:[11,17],astronom:22,astronomi:49,astropi:[0,1,11,12],atpi:46,automat:38,background:[0,10],bad:26,ball:7,base:38,basic:[10,15,40,44],befor:[0,1],better:10,binari:12,bit:[25,27],bounc:7,bound:38,box:38,build:51,built:44,can:26,catalog:[50,51],celesti:2,cfa:[7,36],chang:47,check:[24,25],choos:42,ciao:36,circular:10,clear:40,clf:40,close:[11,40],cluster:[50,51],coatpi:48,code:[0,32],color:42,colorbar:38,command:9,commit:34,common:40,comparison:30,compil:32,complet:9,compon:20,comput:[26,38],con:30,confid:17,constant:0,construct:5,contest:7,continuum:[0,21],contribut:0,control:[38,40],conveni:4,convert:[0,2],coordin:[2,26,38],copi:10,core:[1,8,27,29],cosmic:10,cours:10,crash:10,creat:[4,38],curv:32,custom:38,data:[0,4,5,6,9,10,11,12,16,20,21,40,51],deeper:10,defin:30,demo:[7,46],depend:26,design:38,detail:[27,28],detour:[10,40],develop:25,dictionari:44,dig:10,dimension:10,directli:20,discov:50,discuss:35,document:[2,4,5,6,20,39,40],doe:[9,26],download:18,each:26,either:17,entri:7,environ:26,epd:18,error:[10,21,40],evalu:20,everywher:43,examin:27,excercis:[2,4,5,6,14],exercis:[0,2,4,5,6,10,11,12,14,15,17,19,26,27,38,39,40,46,50,51],exist:32,expert:26,explicitli:42,explor:[19,38],express:[20,40],extern:12,famili:42,figur:[38,40,42],file:[4,11,12,13,17],filter:[10,21],find:[26,50],fit:[3,4,10,12,16,17,20,21,32],flux:0,font:[40,42],format:22,fortran:25,freedom:34,from:[4,7,10,11,17,26,40],fulli:26,fun:7,further:9,galleri:38,gaussian:21,get:[26,39,40],gll_iem_v02_p6_v11_diffus:3,gll_psc_v08:3,good:26,googl:26,guess:11,handl:4,hdf5:26,head:36,help:26,herd:33,here:40,hide:38,hint:40,histogram:40,histori:[9,47],how:26,hst:50,icon:40,idea:40,idl:[12,30],imag:[10,32,38,41,50],inform:[36,37],inherit:15,instal:[18,23,24,25,26,27,28,35],instruct:51,interest:[15,17,19],intermedi:[10,26],intermiss:32,introduct:31,ipython:[8,9,10],ish:40,join:33,just:40,keyboard:9,label:38,latex:42,learn:26,legend:38,level:[6,19],licens:22,line:[21,38,40,42],linux:[9,18,24],list:[26,44],load:[20,21],local:[0,37],locat:35,logist:35,look:26,loop:10,low:19,mac:18,maco:25,macport:25,make:[0,7,10,32,38,40],mani:38,manipul:[5,26],map:38,marker:40,materi:35,mathemat:40,matplotlib:[32,36,38,40],method:19,model:[16,19,20],modul:[26,48],more:[21,32],motiv:31,move:38,much:32,multipl:[15,26,40],name:50,navig:9,network:36,next:10,non:[24,38],normal:0,note:[15,44,47],now:20,numer:44,numpi:[8,10,11,32,40],object:[19,38,43,44],observatori:[49,50],onc:26,onlin:49,open:35,oper:[10,44],optim:20,option:[27,28],other:[26,33],out:18,output:0,overlai:40,overview:20,packag:[8,23,26,27,29],paramet:38,patch:38,path:25,period:43,pixel:[6,38],place:38,placement:38,plot:[0,10,32,38,40,41,42],plt:40,posit:50,practic:[2,4,5,6,22,38],print:30,pro:30,proce:[0,1],profil:10,properti:[19,40],publish:40,pure:11,put:46,pylab:40,pypi:26,pyplot:40,pytabl:26,python:[10,11,15,22,23,26,27,29,30,32,33,34,35,36,40,43,44,51],qualiti:[10,32,42],queri:51,quick:[24,25,32],rai:10,rass_m:3,raw:10,read:[0,4,5,10,11,12,13,27,32,51],reader:[15,17,19],readi:0,recommend:28,reduct:10,refer:10,region:[10,17],releas:47,remind:9,repair:47,repeat:46,repres:[2,6],requir:29,resolv:50,resourc:[9,12,26],rest:[35,36],result:[17,21],retriev:51,reusabl:0,right:[40,42],rippl:10,root:[18,24],run:32,sampi:48,sampl:22,sav:12,save:[20,40],scale:21,schedul:[22,35],scienc:33,scientif:[0,10,27],scipi:[8,17,26,32,36],scrape:11,scratch:4,search:50,select:20,separ:38,session:[10,20],set:[20,30,38,42,44],setup:[10,24],share:26,shell:9,sherpa:[17,18,19,20],show:[9,38],signal:10,size:[38,42],slice:10,some:40,sourc:[10,26],spatial:10,special:[17,19],specif:[27,28],spectroscopi:0,spectrum:10,spin:27,standard:51,start:39,statist:20,step:[10,25],sti:10,string:44,subplot:40,sum:10,summari:[14,28],support:17,synthet:32,system:24,tab:9,tabl:[0,5,11,27,32],tabular:[4,5,11],take:27,test:27,text:40,thi:40,thing:[39,50],tick:38,time:0,tip:38,togeth:46,tool:[25,51],tour:32,transform:6,trick:38,troubleshoot:25,tupl:44,twin:38,two:10,type:44,ubuntu:18,understand:23,uninstal:26,unit:0,user:26,valu:9,vector:10,verb:50,versu:[10,27],view:[10,20,21],virtual:[49,50],virtualenv:[24,26],warm:10,web:11,webpag:51,weird:30,what:[9,21,40,43],when:39,where:[12,26],who:33,why:[33,34],wise:51,within:26,without:26,word:35,work:[6,40],workshop:[7,22,35,47],world:6,write:[5,11,12,13],wrong:39,you:[0,1],young:[50,51],your:[10,12,26,27]}})