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structur":151,"default":[6,67,73,74,76,139],"do":[0,1,6,10,12,15,20,21,28,37,41,43,45,50,55,56,57,59,64,67,68,69,71,73,76,80,82,85,90,92,99,101,102,104,106,107,108,113,117,118,119,123,125,126,131,133,136,137,138,139,141,143,144,150],"final":[0,1,6,20,21,28,42,43,47,49,51,52,59,64,67,73,76,90,91,92,96,98,99,101,102,103,104,108,113,116,117,119,121,123,130,136,139,143],"float":[6,73,74,76,136],"function":[0,6,8,10,12,13,15,17,18,21,25,26,27,28,43,44,45,48,49,50,52,53,55,67,70,71,73,74,76,78,80,82,83,84,90,91,92,93,96,98,99,100,101,102,103,104,106,107,109,112,113,115,116,117,118,119,122,123,126,129,131,133,134,136,137,139,143,151],"goto":92,"import":[1,2,6,7,8,10,12,13,16,18,20,21,26,28,30,35,36,38,44,45,47,50,52,53,55,57,58,65,67,72,73,74,76,80,81,82,90,92,98,99,104,108,112,113,114,115,121,124,126,130,131,134,136,137,139,149],"int":[70,73,76],"long":[0,6,12,19,20,21,26,28,43,45,53,67,68,80,81,82,99,101],"new":[12,13,16,17,18,19,20,21,28,30,31,32,33,34,35,36,37,38,47,50,52,53,57,61,67,68,70,73,74,76,78,79,90,96,102,103,104,106,108,114,115,123,124,126,127,131,133,134,136,137,138,139,140],"public":85,"return":[0,6,10,13,15,16,17,19,20,21,26,27,28,30,31,32,33,34,44,45,50,51,53,55,61,64,67,68,71,73,74,76,80,82,90,92,96,98,99,101,102,103,108,118,120,123,126,127,133,134,136,139,140,143],"short":[91,92,104,109,113],"super":[50,76],"switch":[21,28,72,76,83],"true":[19,20,26,28,30,32,33,43,44,53,61,67,73,76,92,102,108,118,120,127,130,139,140],"try":[1,6,20,28,47,55,67,70,73,76,90,92,93,97,99,102,103,133],"var":144,"while":[0,3,6,18,19,20,28,38,42,43,47,52,53,56,57,67,73,74,100,101,102,103,108,116,117,123,126,139,143,144],A:[0,1,10,13,14,15,20,21,23,25,27,28,29,30,32,33,36,37,38,39,40,41,45,50,52,53,55,56,57,59,60,64,65,67,68,70,73,74,75,79,84,90,93,97,98,99,101,102,107,108,111,113,115,116,119,120,121,123,126,130,131,133,134,136,137,138,139,141,142,144,151],AND:76,As:[0,1,2,6,10,13,16,17,18,19,20,21,26,28,30,32,37,38,45,47,50,52,55,56,64,67,72,73,76,80,81,82,83,92,98,99,104,108,114,116,117,123,125,126,134,136,139,143],At:[0,10,20,21,25,26,27,44,47,53,55,63,73,76,81,85,99,104,106,113,114,116,118,119,123,130,136,138,139,143],Be:[15,20,21],Being:82,But:[6,10,13,20,41,55,76,92,98,99,102,123,136,138],By:[1,6,10,21,28,58,73,76,82,83,90,92,108,119,123,124,130,136,139,144,151],For:[0,1,2,6,10,12,13,15,18,19,20,23,28,31,33,35,38,45,47,53,55,57,59,63,65,67,68,70,73,74,76,78,81,85,90,91,92,102,104,106,108,116,118,119,120,121,125,126,130,134,144,150],IS:[75,76],If:[0,1,2,10,12,19,20,21,25,26,28,37,38,44,45,50,52,53,56,59,65,67,68,70,71,73,74,76,78,80,85,90,91,92,99,101,102,104,107,108,112,113,115,116,118,119,123,124,125,126,130,131,133,136,138,139,140,143,144],In:[0,1,2,6,8,10,13,15,16,18,19,20,21,23,25,26,27,28,36,37,40,41,43,45,46,47,50,51,52,53,55,56,57,60,63,67,68,70,71,73,74,76,78,80,81,82,85,88,89,90,92,93,96,97,98,99,101,102,103,104,107,108,112,113,114,115,116,117,118,119,120,121,123,125,126,128,130,131,133,134,136,137,138,139,141,143,144],Is:[11,15,39,84,105,130,151],It:[0,1,2,6,8,10,12,13,15,17,18,19,20,21,27,28,30,31,32,33,34,36,37,38,47,50,52,57,58,65,67,68,70,73,74,76,78,80,82,85,90,92,102,108,111,112,113,114,115,116,118,119,120,126,144],Its:[50,59,126],NO:[73,76],NOT:76,No:57,Not:[20,63,73,76,118],OR:76,Of:[6,23,28,43,55,59,73,126],On:[0,21,28,55,80,99,104,113,114,117,118,119,120,121],One:[0,2,6,10,20,21,27,38,41,45,47,52,58,59,62,73,76,82,90,91,107,108,112,114,133,137,139,144],Or:90,Such:101,That:[0,6,20,21,28,45,59,74,104,115,130,131,139],The:[0,1,2,6,10,12,13,14,15,17,18,19,21,23,25,26,27,28,29,35,37,38,39,40,41,42,43,44,45,46,47,50,51,52,53,55,57,58,59,64,65,66,67,68,70,71,72,73,74,76,80,81,83,90,91,92,93,95,96,97,99,101,102,103,104,105,107,108,121,122,123,127,128,130,133,134,136,137,138,139,141,143,144,145,151],Their:[20,99],Then:[2,15,21,45,51,90,99,103,104,112,116,136,143],There:[6,10,12,19,21,37,41,44,47,49,53,55,57,61,63,70,76,82,90,91,101,108,113,115,118,121,124,134,136,139,143,151],These:[1,12,21,28,35,70,73,74,76,80,81,83,97,108,113,123,143],To:[0,6,7,10,13,15,19,20,21,24,26,27,28,38,44,45,47,52,56,57,59,63,64,68,73,76,77,81,83,90,92,93,95,98,101,104,108,110,112,113,116,118,123,125,126,133,134,135,136,139,142],Will:104,With:[20,27,28,52,53,65,67,73,81,90,108,126,136,138,139,143,144],_:[45,73],__add__:[71,73,76],__contains__:[51,107,139],__delitem__:139,__eq__:[76,85],__ge__:71,__getitem__:[92,108,139],__gt__:71,__iadd__:71,__init__:[16,17,19,20,28,50,51,76,92,108,126,134,139],__iter__:[51,139],__le__:[71,76],__len__:[107,139],__lt__:[71,85],__main__:[2,6,76],__mul__:71,__ne__:71,__radd__:71,__repr__:[71,85],__setitem__:[108,139],__str__:[15,51,71,76,85],__sub__:71,__truediv__:71,_get:139,_put:[123,139],a22:148,a86:148,a_:91,aaa:149,ab:[67,70],abbrevi:83,abil:[13,18,20,26,72,76,82,123],abl:[0,6,7,10,24,76,80,82,83,85,102,108,110,118,121,139],about:[0,2,6,8,10,13,21,27,28,47,52,55,56,58,64,68,72,73,74,78,81,85,90,92,98,99,103,104,107,108,112,114,118,121,124,126,130,134,136,137,138],abov:[1,6,10,12,14,15,19,20,21,28,30,31,32,33,34,48,49,55,59,61,63,65,70,73,74,76,90,91,92,99,102,103,104,108,112,113,119,123,125,130,133,136,139],absolut:[67,70],acceler:80,accept:[13,68,76,91],access:[2,19,20,38,70,73,76,85,92,96,108,133,139,143],accessor:134,accommod:108,accompani:130,accomplish:[0,20,27,63,73,143],accord:[18,27,74,90,108,116,139],accordingli:47,account:[20,69,90],accumul:[10,96,101],accur:[1,6],acitvecod:90,across:[6,10,49,50,55,91],act:[15,25,27,137],action:[16,17,18,27,50,53,67,71,73,76,90,92,108,113,136,139,143],activ:103,activecod:[0,10,12,13,18,19,20,21,25,26,27,28,67,73,76,90,92,96,98,99,101,102,103,104,108,113,114,115,116,117,119,126,127,133,134,136],actual:[0,1,6,10,13,19,20,21,28,38,50,68,76,83,112,116,118,119],acycl:[54,57,64,65],ad:[0,10,16,18,19,20,21,30,32,33,35,36,37,38,42,43,50,51,52,57,64,67,73,76,90,91,101,108,123,126,133,138],adam:102,adapt:64,add:[14,17,19,20,21,25,28,30,31,32,33,34,42,45,47,50,51,52,57,61,65,71,73,76,90,102,108,123,126,127,131,133,134,136,139,140,143],addedg:[44,45,51,61],adder:71,addfront:[16,29,30],addit:[0,1,6,15,16,19,20,28,35,36,37,38,47,50,51,52,53,57,58,59,65,67,70,71,73,76,81,82,89,90,92,99,101,103,104,108,111,112,113,115,116,118,123,136,139,143,144],addneighbor:51,addrear:[16,29,30],address:[20,76,107,108,109,112],addvertex:[51,61],adelson:125,adher:133,adict:73,adjac:[44,45,46,47,48,50,51,52,53,54,55,57,61,66,113,151],adjgraph:51,adjust:[28,47,57,123],administr:80,adt:[14,15,24,28,61,83,107,128,140,141,145,151],advanc:72,advantag:[0,10,19,20,40,41,76,108,112,113,116,118,121,126],ae:58,aeiou:67,affect:[123,130],afford:28,after:[0,6,10,13,15,20,21,27,28,35,42,50,52,55,67,68,74,76,96,102,104,108,112,113,114,115,116,117,118,119,123,126,139,143],ag:74,again:[0,1,6,10,12,13,16,17,19,20,21,27,28,38,44,47,53,55,59,62,68,73,76,82,90,91,92,102,103,104,108,112,114,115,116,126,143],against:[0,19,21,27,51,112,114,116,118],agraph:47,agre:[26,99,130],ahead:[0,20,37],aibohphobia:102,airlin:56,airplan:15,alaska:102,algebra:[76,123],algorithm:[0,1,4,6,7,9,11,13,14,15,21,25,26,28,29,35,37,43,45,48,49,50,52,53,55,56,58,59,60,62,63,64,67,68,70,72,75,76,78,80,81,83,84,88,89,90,91,92,96,97,98,99,101,102,103,106,107,108,111,112,113,114,115,116,118,120,121,123,126,129,136,137,139,141,143,144],alic:63,alik:62,alist:[73,112,113,115,126],all:[0,1,2,6,13,15,18,19,20,21,23,26,27,28,29,36,37,40,41,42,43,44,45,47,49,50,51,52,53,57,58,59,61,64,65,67,70,71,72,73,74,76,80,81,85,90,91,92,93,97,98,99,101,103,104,108,116,118,119,123,124,125,126,130,134,136,137,138,139,143,144,151],allevi:116,allig:91,alloc:96,allow:[6,9,15,17,19,20,21,27,28,29,35,40,47,51,53,62,63,67,70,71,73,74,76,79,80,81,82,83,85,98,99,100,103,108,123,126,133,134,136,137,139,143,150,151],almost:[12,38,50,68,99,108],alon:10,along:[13,20,21,52,58,74,90,92,102,107,112,113,115,126,136,139,143],alphabet:[0,13,50,53,68,121],alreadi:[16,20,21,31,34,47,50,52,55,65,74,76,90,92,93,99,101,108,113,114,115,116,121,123,126,128,131,133,136,139,140,143],also:[2,6,10,13,15,16,17,19,20,21,23,26,27,28,35,36,37,40,47,50,51,52,53,56,57,65,67,68,70,72,73,74,76,78,80,81,82,90,92,96,101,102,104,108,113,114,115,116,117,121,123,126,130,136,138,139,143,144],alt:73,altern:[10,14,15,67,74,80,97,106,107,108],although:[0,1,6,10,19,21,50,62,72,76,80,81,90,99,108,114,116,119,126,133],alwai:[0,2,19,20,21,38,47,57,73,76,79,91,97,99,103,104,108,112,114,116,124,126,136,137],amaz:52,ambigu:[21,64],among:[27,56],amount:[0,6,10,28,37,49,68,82,90,91,104,108,121],an:[1,2,4,6,9,10,11,13,15,18,23,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,43,44,45,47,48,49,50,51,52,53,55,57,58,59,61,62,63,64,65,66,67,68,70,71,73,74,76,77,78,80,81,83,88,89,90,91,92,93,96,97,98,99,101,103,104,105,106,107,108,111,112,113,114,115,116,119,120,121,123,124,125,126,127,129,130,131,133,134,136,137,138,139,143,144,151],anagram:[11,108,121,151],analog:73,analysi:[1,7,9,28,39,66,82,107,115,119,122,145,151],analyz:[0,1,10,19,43,108,112,113,115,116,118,121],anam:74,ancestor:123,andgat:76,angl:[91,104],ani:[0,1,2,6,10,12,13,15,18,19,20,21,26,27,28,38,45,47,50,52,57,58,64,67,68,74,76,78,80,83,90,91,92,93,99,101,105,108,118,123,124,126,130,133,134,138,139,143,144,150,151],anim:[91,113,130],animalia:130,anoth:[0,1,2,6,10,13,15,19,20,21,27,35,38,44,45,50,51,56,58,59,62,63,65,67,68,69,73,74,76,80,82,91,99,103,104,108,112,118,120,121,123,126,128,130,131,133,134,139,144],answer:[10,13,15,19,21,28,29,67,76,90,97,99,112,115,116,119,120,130,133,138,143],anumb:70,anyon:57,anyth:[1,20,52,64,68,73,76],anywher:[6,20],apart:119,appear:[10,12,16,20,21,25,26,28,35,37,76],append:[6,13,15,16,18,20,21,28,34,44,45,53,55,67,73,92,126],appli:[48,64,73,76,92,95,103,104,123,136],applic:[27,47,64,76,80,144],appreci:57,approach:[0,6,19,20,28,41,45,55,57,90,91,108,133,134,139],appropri:[1,13,17,24,26,45,52,76,98,107,116,123,129,138],approxim:[1,68,76,108,112,114,118,124,126],ar:[0,1,2,4,6,8,10,12,13,15,16,17,18,19,20,21,24,26,28,29,30,31,32,33,34,36,37,38,39,40,41,42,44,45,46,47,50,52,53,55,56,57,58,59,60,61,62,63,64,65,67,68,70,71,73,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p:92,bunch:85,busi:28,button:[18,38],c1:76,c2:76,c3:76,c:[0,1,14,21,50,53,55,57,59,67,74,76,90,108,123,133,134,144],cabl:72,cach:90,cafeteria:[37,38],calcul:[10,15,80,90,98,105,112,131,138,151],california:73,call:[0,1,6,10,12,13,15,19,20,21,26,27,32,33,35,37,38,42,44,46,47,49,50,51,52,53,55,57,59,62,63,64,65,67,68,70,73,74,76,80,81,83,85,89,90,91,92,93,94,96,97,98,99,100,101,102,103,104,107,108,112,113,115,116,119,123,125,129,130,131,133,136,137,139,143,144],caller:139,came:[27,35],campu:[58,69],can:[0,1,2,4,6,10,12,13,15,16,17,18,19,20,21,23,25,26,27,28,29,30,35,36,37,38,43,44,45,47,49,50,52,53,55,56,57,58,59,60,61,62,63,64,65,67,68,70,72,73,74,76,79,80,81,82,83,85,88,89,90,91,92,93,96,97,98,99,100,101,102,103,104,107,108,111,112,113,114,115,116,118,119,121,123,124,125,126,130,131,133,134,135,136,137,138,139,142,143,144,150],candid:[0,102],cannib:[49,91],cannot:[0,23,28,55,70,72,73,80,93,101,108,113,119],capabl:[28,36,108,113],capac:72,capit:73,captur:6,car:[15,80],card:71,cardin:73,care:[10,20,80,133],carefulli:[6,19,21,50,139,143],carnivor:130,carnivora:[130,144],carri:[14,80,120],carrol:63,cat:[30,73,108],categor:76,caus:[0,19,21,67,70,71,76,93,108,113,114,139],cave:27,cb:76,cell:[41,45],cement:104,cent:[74,89,90],center:73,central:[78,144],centuri:27,certain:[8,16,27,28,67,80,90,92],certainli:[1,10,81],ch:[67,92],chain:[43,107,108,109],challeng:[26,67,82,139],chanc:[28,108,118],chang:[1,2,12,13,15,18,20,21,28,47,52,53,55,57,63,72,73,74,76,83,85,89,90,92,97,98,102,104,108,119,123,124,130,138,139,143,151],chapter1:143,chapter:[0,2,8,10,18,19,21,41,47,49,56,59,60,63,69,71,72,73,76,78,93,95,97,98,102,104,106,107,120,126,134,137,139,141,142,143,151],charact:[0,13,15,18,21,25,37,67,68,73,76,92,96,102,106,108,131,136],character:[1,10,134],characterist:[18,19,29,31,36,73,76,82,104],charset:130,chart:64,cheaper:47,cheapest:57,check:[5,11,12,15,19,25,37,47,50,51,52,53,55,70,71,85,90,91,101,123,126,129,130,136,143,151],checker:[12,39,151],checkoff:0,chess:[55,62],chessboard:[44,62],chi1:58,chicago1:58,chicken:108,child:[27,76,123,126,130,132,133,134,136,139,143],children:[27,50,52,55,76,123,126,130,132,133,134,136,139,143,144],chimpanze:144,choic:[0,6,18,21,76,112],choos:[6,28,53,57,67,68,70,76,91,104,106,116,119,139],chordat:130,chose:50,chosen:[15,18,28,50,97,107,108,119],circl:[27,74,92,98,130],circuit:[69,71,84,92,151],circular:[53,93,98],circularli:108,circumst:[15,67,107,139],citi:[56,65,121],claim:[6,124],clash:108,classic:[0,25,62,90,137],classif:130,classifi:[9,67,139],classmat:106,claus:[67,101,136],clean:[26,38,104,131],cleaner:92,clear:[6,73,102,136],clearer:21,clearli:[18,62,65,90,99,108,143],clever:112,click:[18,38,104],client:[80,83],climb:68,clock:10,clockwis:27,close:[10,12,15,26,28,76,91,92,104,134,143],closer:[6,21,38,119,124],cloud:58,clue:[21,26],cluster:[59,108,109],cm:[146,147,148,149],cn:58,coastlin:104,code:[0,1,3,6,10,13,15,16,20,21,26,28,45,47,50,51,52,55,57,59,67,70,71,73,76,80,92,93,96,99,102,103,104,113,121,123,126,130,131,133,134,136,139,143,150],codelen:[16,17,18,112,118],codemirror:149,coeffici:[1,91,118],coin:[89,90],coincount:90,coinsus:90,coinvaluelist:90,col:[44,92],collect:[15,17,18,20,23,29,30,31,32,33,34,35,36,37,38,45,67,74,76,79,83,84,108,118,120,121,128,151],colleg:[56,58,59,69,92,151],collis:[107,109,122,151],colon:70,color:[50,52,53,91,92,104,146,147,148,149],column:[41,44,62,92],columnsinmaz:92,combin:[15,42,43,59,67,73,74,76,90,115,143],come:[1,13,15,20,21,28,37,38,49,64,76,80,81,90,91,103,104],comfort:52,comma:[23,73],command:[18,58],comment:[68,146,147,148,149],common:[0,6,7,10,13,16,23,37,62,67,69,73,76,80,81,104,108,118,120,121,130,137,143,151],commonli:[6,15,20,28,37,38,81,90,108,116,136,143],commun:[58,80],commut:21,compactli:40,compani:90,compar:[1,2,4,6,10,11,12,15,19,20,21,24,25,26,45,50,68,76,82,85,87,91,107,112,113,118,120,121,126,139,151],comparison:[1,2,6,15,31,45,73,76,106,112,114,117,119,121,138],compil:10,complet:[18,19,20,21,25,26,28,37,44,47,52,53,56,68,70,76,92,104,108,112,113,114,116,117,119,123,126,132,136,138],complex:[2,5,19,20,21,72,73,74,79,80,81,83,93,95,105,108,118,121,123,151],complianc:126,complic:[1,123,131,138,139],compon:[48,49,54,60,65,66,102,144,151],compound:[67,93],comprehens:[6,67,75,90],compris:144,comput:[0,1,6,10,12,13,21,26,28,35,37,38,55,56,58,59,62,64,67,68,69,72,75,76,77,79,81,82,83,84,90,91,95,98,101,104,106,108,115,118,120,121,126,130,151],computation:97,comrad:27,concat:6,concaten:[6,73,76,96,102],concept:[35,78,98,108,123],conceptu:108,concern:[0,10,28,58,72,83,120],conclud:[59,142],concret:[6,102],condit:[19,20,53,67,90,92,93,98,102,124,139],confid:72,configur:[28,80,99],confirm:2,conform:70,confus:[21,30,98],conjunct:[67,73,74],connect:[40,41,44,45,48,49,50,51,54,56,57,58,60,61,65,66,76,92,103,144,151],connectedto:51,connector:76,conquer:[112,115,116],consder:85,consid:[1,6,10,15,18,19,20,21,23,26,27,28,31,35,38,45,50,57,63,64,70,71,73,76,80,82,85,90,92,102,106,108,112,113,115,116,123,124,129,134,136,139],consider:[72,85,112,123],consist:[0,2,6,10,19,20,36,73,76,83,108,114,136,144],constant:[1,2,6,18,27,55,72,74,108,111,112,124,138],constrain:20,constraint:[71,99],construct:[12,13,20,25,26,28,29,38,42,45,50,52,53,57,64,67,69,72,76,78,81,83,85,93,101,108,118,126,133,136,138,139],constructor:[6,20,28,51,71,76,79,85,126,131,134,139],consult:[78,90,124],contain:[2,6,15,18,19,20,23,38,47,51,53,59,64,67,73,74,76,85,90,92,93,108,139],content:[21,30,32,33,108,115,116,119,130,136],contigu:[20,119],contin:104,continu:[1,6,10,12,13,15,19,20,25,27,43,49,50,52,53,57,67,70,71,76,79,91,92,103,107,113,115,117,118,123,134,136,139],contrast:82,control:[20,37,47,74,76,78,80,81,84,85,151],convei:[72,73],conveni:[73,81,85],converg:[68,116],convers:[13,14,15,39,85,96,136,151],convert:[0,14,21,24,39,44,73,74,76,90,105,151],convertstr:[96,102],convinc:[47,57,123,139],convstr:102,cook:64,cool:52,copi:[2,15,57,67,91],corner:[55,103],correct:[2,13,21,68,76,80,90,112,113,117,121,123,133,139],correctli:[12,15,20,21,26,47,80,99,102,112],correspond:[12,13,15,21,26,44,48,52,55,70,72,74,90,102,104,108,123,130,133,136],cost:[0,8,47,48,54,57,58,65,74,91,112,115,123,126],costli:[113,121],could:[0,2,6,10,15,18,19,21,28,31,35,45,55,59,67,68,70,76,85,90,92,93,99,101,104,108,113,121,126,129,130,139],count:[1,11,15,20,27,46,55,73,118,150,151],counter:[0,27,55,67],coupl:[6,20,47,92,104,133,137],cours:[6,10,13,23,43,55,56,59,73,116,126],cousin:130,cover:[38,67,68,108],cow:108,craft:72,creat:[6,13,15,16,17,18,19,20,21,28,29,30,31,32,33,34,38,41,44,45,47,50,51,53,59,61,67,70,72,73,74,76,79,81,83,90,96,103,104,107,108,112,119,123,126,127,129,130,131,133,134,136,139,140,150],creation:[18,81],creativ:151,criteria:[10,67,90,106],critic:[55,115,144],cross:[6,49,91],crucial:[20,52,101],crumb:92,crumbl:99,cs:[58,59,130],cubic:1,cup:[64,85],curli:[12,73],current:[10,12,19,20,26,28,30,32,38,46,47,52,53,55,73,76,85,90,92,108,114,116,123,126,133,136,139],current_valu:85,currentnod:[123,139],currents:126,currentsecond:28,currenttask:28,currenttim:28,currentvert:[47,52,57],cursor:149,curv:91,custom:[15,38,90,150],cut:[28,90],cycl:[27,54,57,65],cyclic:54,d:[1,2,10,13,14,21,30,45,50,53,57,67,74,76,123,129,133,138],d_time:2,da:73,dag:[54,65],dai:[10,27,28,55,58,99,130],dakota:102,data:[1,2,6,7,11,12,13,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,35,36,37,38,41,51,56,57,60,66,68,72,74,75,76,77,78,79,81,84,92,93,98,99,106,110,115,118,122,125,128,130,133,134,135,136,137,139,141,142,143],databas:[64,130],david:[73,151],daviddavid:73,ddddd:74,ddddde:74,dead:[53,62,92],dead_end:92,deal:[19,20,70,108],debug:85,debugg:85,decept:88,decid:[0,1,17,18,19,26,27,28,47,52,64,67,82,90,106,107,108,118],decim:[39,74,102,151],decis:[0,18,50,55,81,139],deck:71,decreas:[6,28,57,59,64],decreasekei:[42,47,57],decrement:[28,116],decrypt:94,dedic:151,deep:[55,75,76,92,130],deeper:[50,53,83,144],deepest:[50,53,138],deepli:[50,53],def:[6,10,16,17,19,20,28,44,45,47,50,51,52,53,55,57,68,76,90,92,99,104,108,123,126,133,134,136,139,143,149],defeat:[27,108],defin:[1,6,15,18,21,26,30,31,32,33,51,57,59,61,65,73,80,83,84,93,98,101,104,108,124,125,126,133,134,136,139,142,143,144,151],definit:[1,18,59,61,66,67,68,71,76,80,93,98,104,115,123,125,133,134,139,145,151],defun:26,degener:2,degrad:[111,125],degre:[91,103,104],del:[4,6,73,107,108,138,139,140,142],delai:102,delet:[2,73,91,107,108,123,138,139,140],delimit:[21,23,73],deliv:102,delmin:[42,47,57,126,127],demonstr:[6,64,108,123,127,130],den:76,denomin:[71,76],denot:[1,19,20,21,70,108,123],depend:[1,8,10,21,25,35,48,55,58,73,74,76,103,123,138],deploi:90,depth:[49,53,54,55,58,59,60,64,66,138,151],dequ:[15,22,24,25,29,35,39,151],dequeoper:30,dequeu:[15,17,27,28,29,32,43,52,131,137],deriv:[48,123,124,126,129,130,131],descend:[31,136,144],describ:[1,7,15,16,18,20,27,28,30,32,33,34,45,59,61,73,76,78,80,81,83,89,90,92,103,104,107,108,113,116,119,123,136,139],descript:[73,74,76,81,83,92,99],desig:85,design:[6,15,27,28,29,57,71,76,80,82,98,108,136,144],desir:[10,21,76],desk:38,desktop:38,desmoin:73,destin:[20,47,99],destroi:126,detach:130,detail:[6,16,19,21,37,68,72,73,74,76,78,79,80,82,83,92,98,103,108,114,123,136],detect:[11,21,70,99,102,151],determin:[0,1,2,21,47,49,50,137],develop:[6,21,52,53,57,72,76,80,81,82,91,121],devis:[4,106],df:[46,48,50,53,54,59,64],dfsgraph:50,dfsvisit:[46,50],diagon:91,diagram:[102,103,137],dialog:74,diamet:74,dice:85,dict_item:73,dict_kei:73,dict_valu:73,dictat:[10,21],dictionari:[4,7,8,11,12,21,40,45,51,74,75,79,93,108,136,139,140,151],did:[6,10,20,21,71,80,90,102,112],die:[27,85],differ:[0,1,2,6,8,10,12,13,18,19,27,28,36,37,45,47,56,57,58,59,61,62,67,69,71,73,76,80,81,82,83,90,92,93,97,99,104,107,113,114,115,116,118,119,120,125,128,129,130,133,136,139,143],differenti:[26,73],difficult:[56,64,80,88,95,100,104,108,123,139],difficulti:[0,81,108],digit:[13,15,21,74,76,81,102,108],digraph:[54,65],dijkstra:[48,57,60,66,151],dilemma:[20,123],dime:90,dimension:41,diminish:[116,119],dip:104,direct:[14,15,47,54,57,59,61,64,65,71,92,102,107,123,144,150],directli:[25,40,47,53,76,90,98,133,139],directori:130,disadvantag:[81,108],disciplin:[80,81],discov:[10,19,20,47,52,108,116,118,139],discoveri:50,discuss:[1,11,18,19,20,21,23,39,53,65,66,73,76,83,84,102,105,108,121,122,123,126,128,139,145,151],disk:[89,91,99],displai:[15,37,50,51,74,78,85,91],dist:47,distanc:[47,52,57,65,91],distant:57,distinct:[1,76,115,134],distinguish:[35,69,76,82],distribut:[108,138],div:149,divid:[13,14,70,73,76,92,102,103,108,112,115,116,126,143],divideby2:13,divis:[13,21,73,102,116,126],divisor:76,docstr:85,document:[15,80,85],doe:[1,6,10,12,20,21,28,33,36,52,55,68,70,71,73,74,76,80,81,85,88,90,91,92,93,99,103,104,106,107,108,111,115,116,118,119,123,131,136,138,139],doesn:73,dog:[17,30,32,33,73,108],dollar:90,domain:[70,79,83],domath:21,domestica:[130,144],domin:[0,1,9,108],don:[21,50,92],done:[6,16,21,37,50,53,57,67,68,76,90,104,108,112,113,114,123,126,136,139],dorm:92,dot:[50,73,92],doubl:[28,36,73,138],doubli:15,doubt:[26,72],down:[6,20,28,38,90,92,98,100,104,107,123,126,133,134,136],download:[18,92,139],dpmakechang:90,draft:28,draw:[48,89,91,92,103,104,129,133],drawcenteredbox:92,drawmaz:92,drawn:[103,104],drawspir:104,drive:80,driven:80,driver:80,drop:[1,92,131],dropbreadcrumb:92,dual:25,duck:108,due:[1,19,21,28,37,67,70,80,108,117],duplic:[0,15,23,67,73,115,131,139],dure:[10,21,28,96,113,139],dust:99,dynam:[73,89,91,94,105,151],e9_:13,e:[14,21,42,43,44,46,50,53,57,65,74,81,123,125,133],each:[0,1,6,8,10,12,14,15,19,20,21,23,25,26,28,29,31,34,38,40,41,42,43,44,45,46,47,48,49,50,51,52,53,55,57,58,59,63,64,65,67,68,73,74,76,85,90,91,92,96,98,99,101,103,104,107,108,112,114,115,116,117,118,119,123,125,126,127,130,131,136,138,139,142,143,144],earli:[55,113,134],earlier:[0,1,10,19,20,21,26,28,50,52,67,68,73,76,82,83,108,113,116,118,119,137,139,143],earn:67,earth:0,easi:[1,10,19,41,51,55,56,57,67,78,79,88,90,92,99,102,104,108,115,120,123,126,133,137,139],easier:[50,68,73,85,92,93,98,139],easiest:[19,20,41,52,56,57,62,76,126],easili:[1,12,13,21,25,40,55,67,74,76,78,90,92,99,101,102,126,139],east:92,eat:64,eaten:[49,91],ecosystem:85,edg:[41,42,43,44,45,46,47,48,50,51,52,53,54,55,57,58,59,61,64,65,92,132,138,144],edit:91,editor:151,edouard:99,edu:[58,130],effect:[20,21,52,53,97,112,136],effici:[1,8,10,15,40,41,57,59,63,76,82,83,90,99,108,118,119,121,123,126,128],effort:[90,98],egg:64,eight:[44,53,55,62],either:[0,18,19,21,25,30,31,35,36,49,71,73,74,76,90,91,92,108,112,116,118,120,134,136,139,144],elba:102,elbonia:90,elect:53,electron:[72,76],eleg:[88,93,98,100,102,143,146,147],elem:139,element:[2,6,16,17,18,35,37,67,73,74,90,93,101,108,113,116,118,121,126,130,133],eleven:90,elif:[67,92,123,139],elimin:[67,112],els:[19,20,21,28,44,45,50,51,53,67,70,76,90,92,108,123,126,133,134,136,139,143],email:[48,58,80],embed:10,emphas:72,empti:[6,13,19,20,21,26,28,30,31,32,33,34,41,47,61,73,76,108,115,123,126,127,133,136,139,140,144],en:130,enabl:[60,141],encapsul:[75,83],enclos:[21,73],encod:[10,13,81],encount:[21,50,108,114,123],encourag:123,end:[0,1,6,10,13,14,15,16,17,18,19,20,21,23,26,27,28,30,32,33,34,35,36,37,38,50,51,52,53,62,63,65,70,73,74,76,81,82,90,92,99,104,107,108,112,113,114,115,116,117,119,126,139,143],end_fil:[92,103],endpoint:103,enforc:[36,67,124],engin:[59,80],english:99,enorm:108,enough:[6,34,53,58,98,99,100,103,112,123],enqueu:[15,17,27,28,29,32,52,131,137],enrol:28,ensur:[21,55,57,108,115,123,124,126],enter:[37,70,74,76],entir:[0,12,20,21,44,76,82,99,104,108,112,113,117,123,126,130,136,139],entri:[20,73,90],environ:[6,68],eqn:101,eqn_chang:90,equal:[0,10,20,21,28,57,58,67,70,73,75,76,90,108,115,116,124,126,144],equat:[10,21,68,91,101,123,124,129],equiv:130,equival:[13,18,21,27,102,136],er:102,error:[6,15,21,70,73,76,93,136,139,146,147,149],escap:[27,101],especi:[1,10,28,76,85],essenc:113,essenti:[10,108,123],estim:55,etc:[104,106,130,144],ether:58,euclid:76,evalu:[14,15,20,24,29,39,67,68,73,78,82,121,131,136,141,143,151],even:[0,2,6,10,13,18,25,36,41,50,56,62,67,73,82,90,92,93,96,99,104,108,112,115,116,120,123,126,139,143],evenli:[76,108,115],event:[28,64,70],eventu:[20,25,37,58,83,93,108,115,116,119],ever:[19,49,56,91,93],everi:[0,1,10,19,20,26,27,28,38,41,42,43,45,46,47,49,55,57,59,62,68,76,91,99,108,113,117,118,123,126,130,131,136,144],everydai:38,everyon:[49,57,91],everyth:[68,101,108],evil:102,evolut:72,evolv:2,exact:[1,10,74,76,90,103,128,139],exactli:[0,2,6,19,21,38,44,45,49,53,62,64,91,92,98,108,118,123,143,144],exam:23,examin:[43,47,52,55,57,92,112,123,133,136,143],exampl:[1,6,10,11,12,13,15,18,19,20,23,25,26,27,28,31,33,35,37,38,45,53,55,57,58,59,63,64,65,67,68,70,72,73,74,76,78,80,81,82,90,91,92,96,97,98,99,102,103,104,106,108,112,113,115,116,119,121,123,125,126,133,134,136,138,139,143,144,145,150,151],except:[15,45,50,58,71,73,75,76,84,93,123,126,136,143,144,151],exchang:[113,114,116,117,121],exclud:[57,139],execut:[1,6,7,10,21,37,42,43,46,67,70,73,74,81,93,106,107,115,117,139],exercis:[6,11,19,20,21,27,39,43,50,55,59,66,67,76,84,104,105,108,112,115,116,122,123,126,133,137,139,143,145,151],exhaust:[0,53,72,108],exhibit:103,exist:[13,15,19,20,28,34,36,37,38,71,76,80,81,82,106,108,114,134,136,139,143],exit:[47,92,104],exitonclick:104,expand:[52,53,92],expans:52,expect:[6,16,21,57,73,81,104,134],expens:[97,112],experi:[2,4,6,8,15,26,82,92,107,130],explain:[4,8,10,14,19,48,61,73,74,92,106,107,110],explan:[72,73,123],explicit:[20,76],explicitli:[18,20,21,53,68,70,74,76,96,99,139],exploit:59,explor:[10,12,37,47,50,52,53,55,59,60,76,104,105,139,151],expon:[1,48,74],exponenti:[1,5,55,73],expos:[13,82,90,97],express:[1,12,13,14,20,24,26,29,39,48,55,70,74,76,93,96,97,98,101,129,131,136,139,141,143,151],extend:[12,13,15,50,52,71,76,90,108,131],extern:[19,20,71,76,139,143],extra:[0,10,57,67,108,112,115,118,131],extract:[13,73,108,115],extraordinarili:1,extrem:[1,59,76,90],ey:99,f1:76,f2:76,f3:76,f8f8f8:149,f:[1,14,21,50,51,53,57,67,74,93,133],f_0:124,f_1:124,f_:124,f_i:124,face:57,fact:[0,1,2,6,10,19,20,21,41,56,59,70,80,81,85,88,90,98,101,108,112,117,123,124,126,139,143,144],factor:[6,55,58,107,108,109,115,123,124,125,126,129,138],factori:[91,98],faculti:69,fail:[19,20,52,53,67,90,92],fairli:[10,123],fall:[111,119],fals:[12,17,19,20,28,30,32,33,44,53,61,67,73,76,92,102,108,118,120,127,139],famili:[57,76,106],familiar:[6,10,58,73,78,80,108,115,124],famou:27,fanci:99,far:[19,21,33,55,67,68,76,92,104,126],fargo:139,farther:[103,126],fascin:62,fashion:[26,29,76],fast:[6,27,55,90,108],faster:[0,2,6,28,72,82,117],fastest:1,fatal:[70,90],favor:6,favorit:[68,71],fdd:[146,147],feasibl:108,featur:[74,76,119,133],feed:76,feel:[72,90],feli:[130,144],felida:[130,144],few:[1,21,41,73,101,108,113,116,126,130,136,139],fewer:[10,44,82,108],fewest:[55,90],ff9e59:149,ffd500:149,fgate:76,fibonacci:[91,124],field:[20,22,55,73,74],fifo:[22,27,29,32,36,37],fifth:[76,90,114],figur:[1,2,6,13,19,20,21,25,26,27,28,36,37,38,40,41,44,45,47,50,51,52,53,55,56,57,58,59,63,64,65,67,73,76,80,83,90,92,96,99,101,102,103,104,108,112,113,114,115,116,117,118,119,123,124,125,126,130,133,134,136,138,139,143,144],figure2:101,file:[6,70,73,76,92,130,139,150],filesystem:144,fill:[41,45,49,74,90,91,103,108,126,139],filter:90,find:[1,4,13,19,20,27,40,45,47,48,49,52,53,56,57,58,59,60,61,62,63,71,73,76,78,82,85,89,90,91,92,104,108,112,113,116,118,120,126,136,138,139],findmin:[127,139],findsuccessor:[131,139],fine:[13,19,45,90],finish:[47,50,53,59,64,88,92,99,103,123,126,136,143],finit:80,fire:68,first:[0,1,6,10,13,15,16,18,19,20,21,22,23,25,26,27,28,29,31,32,37,38,42,45,47,48,49,51,53,54,55,57,58,59,60,63,64,66,67,70,72,73,74,76,81,88,90,92,98,99,101,102,103,104,107,108,112,113,114,115,116,117,118,119,121,123,126,130,133,134,136,137,138,139,143,151],firstnum:76,fit:[72,90,144],five:[10,28,55,67,90,99,114,136,144],fix:[76,85,139],flat:6,flaviu:27,flaw:90,flexibl:[85,139],flight:56,flood:[54,57],flow:[58,76],fn:136,focal:73,focu:[1,83,98],focus:83,foil:52,fold:[108,109],folder:130,follow:[0,1,3,6,10,12,14,17,18,19,20,21,26,28,30,32,33,43,44,45,46,47,48,49,50,51,52,53,57,59,60,61,63,64,67,68,70,73,74,76,80,85,90,91,92,95,97,101,103,104,106,108,112,113,114,115,116,117,118,119,123,124,126,127,129,130,133,134,136,139,141,143,144],font:[146,147,148],foo:10,fool:[45,52,63],forbid:53,forc:[5,11,21,57,73,108,151],forest:[50,54,59,64],forget:70,form:[15,21,57,59,61,67,73,74,76,95,101,102,108,129,140,143],formal:[57,59,61,65,68,76,97,125,133,144],format:[21,24,75,76,84,151],formatt:74,former:19,formul:[15,95,102],formula:[106,124],forth:13,fortun:74,forward:[15,19,25,57,71,90,92,102,104,113,114,115,116,117,119],foul:52,found:[0,2,19,20,45,47,53,70,71,74,92,108,118,120,123,126,138,139],four:[1,6,35,45,52,53,57,76,90,92,99,103,119,136,138,144],fourth:[1,96,99],fp:99,frac:[0,10,28,68,76,108,112,113,118,119,124],fractal:[91,103,104],fraction:[10,43,55,71,73,84,90,151],fragment:[0,1,3,67,70,73,76,113],frame:[28,94,105,151],framework:[72,76],franklin:151,freeli:151,freez:139,french:99,frequent:[12,70],friend:90,from:[0,1,2,4,6,10,12,13,15,16,17,18,19,20,21,24,25,26,27,28,30,31,32,33,34,35,36,37,38,41,43,44,45,47,48,49,50,51,52,53,55,56,57,58,59,63,64,65,67,68,69,70,71,72,73,74,76,78,80,82,83,90,91,92,93,96,97,99,101,102,103,104,106,107,108,112,115,118,121,123,126,127,128,129,130,131,133,136,137,138,139,140,143,144,150],fromgat:76,frompol:99,fromvert:61,front:[6,16,17,21,25,27,30,32,35,36,37,47,52,57,137,143],full:[14,41,44,71,106,107,108,126,139],fulli:[21,22,44,80,101,136,143],fun:102,fundament:[29,38,65,72,81,115,144],further:[1,10,17,18,19,52,74,76,85,92,93,108,112,113,123,124,126,136],furthermor:123,g1:76,g2:76,g3:76,g4:76,g:[21,45,51,52,57,59,64,65,74,81,93,125],gain:[0,76,88,108,112,116,118,125],galleri:91,gallon:[49,91],game:[27,57,71,80],gap:[109,119],gate:[71,84,151],gather:6,gcd:[71,76],ge:[58,124],gear:80,gener:[0,6,8,10,13,27,28,29,39,44,46,48,49,53,55,56,57,60,66,67,68,71,73,76,91,96,103,104,106,107,108,112,114,119,124,129,130,133,139,143,151],genlegalmov:44,genu:130,geograph:92,gerri:151,get:[0,1,2,4,6,10,20,21,28,30,37,47,49,5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14,15,16,17,25,30,32,35,36,37],rearrang:[0,124],reason:[1,6,10,20,21,26,28,43,50,55,64,72,73,76,82,101,104,108,139,143],reassembl:112,reattach:130,rebal:123,rebalanc:123,recal:[2,12,17,18,19,20,21,28,47,76,78,101,107,108,112,113,115,118,121,124,128,136,138,139],recalcul:[90,123],receiv:[21,57,71,80],recent:[21,26,37,38,70,73,76],recip:64,recmc:90,recogn:[24,26,50,76,104,113,136],recognit:82,recommend:78,recomput:90,reconstruct:57,record:[10,151],recov:[136,143],rectangl:91,recurr:124,recurs:[46,49,50,53,89,90,91,92,93,94,95,97,99,101,102,103,107,112,115,116,123,130,131,133,134,135,136,139,143,144,151],recus:98,red:92,redefin:[76,101],redo:67,reduc:[6,47,57,59,71,76,90,99,102,104,108,119,123],reduct:117,refer:[1,10,14,15,18,19,20,21,23,24,35,38,53,67,70,72,73,74,76,78,80,83,108,113,123,124,126,131,135,136,139,145,151],reflect:28,regain:126,regard:[19,55,83],regardless:[67,113],regular:[55,125],rehash:[107,108,109],reinforc:78,rel:[19,20,21,23,29,31,34,35,56,88,118],relat:[38,71,72,76,121,123],relationship:[1,12,15,56,63,65,75,76,108,118,126,138,139,144],releas:85,relev:92,reli:[103,126,139],reliabl:6,remain:[2,15,19,20,21,26,27,28,36,53,57,71,72,74,76,83,99,108,112,116,117,123,125],remaind:[8,13,14,19,59,73,76,98,102,134],remark:52,remedi:[108,112],rememb:[10,18,19,20,21,28,50,73,76,90,92,97,99,102,104,108,114,123,126,131,134,138,139],remind:102,remov:[12,13,14,15,16,17,19,20,21,25,26,27,28,30,31,32,33,34,35,36,37,38,42,52,57,64,67,73,102,115,126,127,137,139,143],removefront:[16,29,30],removerear:[16,29,30],repair:80,repeat:[2,6,10,52,67,71,73,92,112,116,118,126],repeatedli:[13,68,115],repect:76,repetit:[27,67,73,76,81],replac:[0,13,20,45,68,76,108,123,124,131,136,139,140,143],replacenodedata:139,report:[21,70,118],repr:85,repres:[1,6,10,13,19,20,23,26,28,38,40,41,44,50,51,55,56,58,60,62,63,65,67,71,73,74,76,79,81,83,85,92,98,113,114,117,126,133,134,136,138,139,143,144],represent:[1,13,15,17,20,28,40,41,47,52,56,61,76,81,85,92,102,126,134,137,145,151],reprogram:92,request:[58,76,139],requir:[0,1,6,10,18,19,20,21,27,28,29,36,41,43,45,62,64,67,68,72,76,81,82,83,90,92,93,99,108,111,112,113,114,115,116,117,118,123,124,126,136,139],res1:143,res2:143,research:[62,71,91,106],resid:[20,76,108],resiz:107,reslist:55,resolut:[107,109,122,151],resolv:108,resourc:[0,10,78,82,121],respect:[1,9,10,13,20,21,23,34,47,52,73,81,83,102,108,112,116,121,131,136,139,143],respond:76,respons:115,rest:[1,20,57,72,99,101,103,115,126,130,136,143],restat:101,restor:126,restrict:37,restructuredtext:150,result:[1,2,6,10,13,14,17,20,21,26,28,30,32,33,47,50,55,64,67,68,70,71,73,74,76,78,80,81,82,90,96,102,107,108,112,113,115,116,118,124,126,129,133,136,139],retriev:[28,76,136,139],retval:126,reus:76,reveal:108,revers:[6,13,14,18,20,21,26,29,38,55,59,73,91,102,108],review:[72,73,77,84,92,140,151],revil:102,revis:49,revolt:27,revstr:18,rewrit:[15,101,124,143],rewritten:21,right:[2,6,13,15,20,21,25,26,30,32,33,35,55,65,71,73,74,90,92,102,103,104,108,112,114,115,116,123,124,125,126,133,134,136,138,139,143,149],rightarrow:[130,144],rightc:136,rightchild:[123,134,139,143],righthalf:115,rightmark:116,rightmost:126,rightsubtre:125,rise:[35,93,118],river:[49,91],rjust:73,road:[56,65],robot:[92,98],robust:28,role:[1,20,73,77,80,116],roll:85,roman:27,rome:27,room:[92,114,126],roomba:92,root:[52,55,67,68,70,80,82,92,123,126,130,132,133,134,136,138,139,143,144],rootobj:134,rotat:[123,129,132],rotateleft:123,rotateright:123,rotroot:123,roughli:[45,126],round:[133,134],rout:[47,58],router:[47,57,58],row:[28,41,44,62,90,91,92],rowlist:92,rowsinmaz:92,rule:[21,70,89,99,123,124,136],run:[0,1,2,6,10,18,19,21,25,28,42,43,46,47,48,55,58,59,68,92,99,101,104,107,113,114,115,116,117,118,119,121,123],runtim:[70,93],runtimeerror:[70,76],runwai:15,s1:0,s2:0,s:[0,1,6,21,24,27,33,45,48,50,51,52,59,60,63,64,65,66,67,68,74,76,80,81,83,90,91,92,98,99,101,102,103,104,116,123,124,126,130,133,134,136,138,139,140,142,143,146,147,148,149,151],sacramento:73,sacrif:[0,6,123],safe:[49,57,91],sage:[45,52,63],sai:[0,1,6,10,28,41,65,70,73,76,80,99,101,104,118,119,123,125,144],said:[20,76,99,102,104,119,123,134,144],sake:0,salami:102,sale:63,saltlakec:73,same:[0,1,2,6,10,13,15,18,19,20,21,25,27,31,38,45,53,57,58,59,65,73,76,80,90,91,92,96,102,103,104,107,108,113,116,117,118,123,126,131,138,139,143,144],sampl:[57,91],satisfi:[67,90,102],saturdai:28,save:[21,143],saw:[19,102,108],scan:21,scc:[54,59],scenario:[15,82,118,138],scene:[2,58],sceneri:104,schar:73,schedul:[37,52,64,139],scheme:[45,90,106],school:80,scienc:[10,12,13,26,28,35,37,56,59,67,72,77,79,81,84,90,121,130,151],scientist:[0,1,62,64,72,80,81,82,83,90,91],scope:[80,96,108,119,126],score:[23,67,68],screen:[37,92],script:80,search:[19,20,31,34,47,48,49,53,54,55,58,59,60,62,63,64,66,92,107,108,109,110,111,115,121,123,124,126,129,131,132,142,145,151],searchfrom:92,sec:28,second:[0,1,2,6,10,18,20,21,23,28,47,52,53,55,57,59,62,72,73,74,76,98,99,101,102,107,108,112,113,115,116,117,121,123,126,130,133,134,139,144],secondari:92,secondli:47,secondnum:76,section:[8,12,16,18,28,53,63,73,76,78,85,88,90,92,102,104,108,120,121,125,128,130,136,137,138,142,143],secur:108,see:[0,1,2,6,8,10,12,13,16,19,20,21,25,26,27,28,30,31,32,33,34,41,43,44,45,47,50,51,52,53,55,56,57,58,59,61,64,65,67,68,70,73,76,80,82,90,91,92,93,96,98,99,101,103,104,108,112,113,115,116,117,121,123,124,126,130,133,134,135,136,137,139,142,143],seem:[1,6,10,21,56,98,100,126,138],seen:[2,6,10,19,20,21,26,55,60,73,74,76,82,99,119,121,123,126,128,143],select:[53,55,57,67,81,90,91,104,106,107,109,110,111,116,122,149,151],selectionsort:117,self:[16,19,50,51,75,103,123,126,143],send:[28,48,57,58,73,80],sens:[1,18,20,21,36,67,76,81,107,118],sensit:[55,73],sent:[57,92],sentenc:[68,136],sep:74,separ:[74,80,83],sequenc:[12,13,15,16,17,18,26,30,32,33,47,50,56,57,62,63,65,67,76,91,93,101,102,108,112,118,124],sequenti:[73,76,79,81,107,108,109,110,111,112,122,151],seri:[17,49,76,91,101,102,126],serv:[28,37,52,116],server:58,session:[6,51,70,73,74,76,78,108],set:[0,1,2,4,6,12,13,16,18,19,20,28,45,47,50,52,57,65,74,76,78,79,81,90,101,103,106,107,108,115,119,123,126,129,131,133,134,136,143,144],setcolor:[50,52,53],setdata:20,setdiscoveri:50,setdist:[47,52,57],setfinish:50,sethead:92,setnext:[19,20],setnextpin:76,setpr:[47,50,52,57],setrootv:[129,133,134],setter:52,setup:[6,19,92],setworldcoordin:92,seventh:27,sever:[45,52,59,61,65,90,97,121,130,139,142,144],shade:[51,59,113,114,139],shakespear:68,shallow:[75,76],shape:[91,92,104],share:28,sharealik:151,sharp:103,she:[27,80],shell:[21,83,85,106,107,109,110,111,122,139,151],shellsort:119,shift:[6,80,114,119,126],shoot:68,shorten:98,shorter:[10,28,52,98,126],shortest:[47,49,50,52,54,56,60,66,90,104,151],shortli:139,should:[1,2,15,19,20,21,26,28,47,50,51,52,58,64,68,71,73,76,78,79,85,91,92,99,101,102,104,108,112,113,121,123,131,133,136,139,143],show:[0,1,6,8,10,12,14,15,16,17,18,19,20,21,23,27,28,30,32,33,36,37,38,44,45,48,50,51,52,53,55,56,57,58,59,63,64,65,68,70,73,76,78,83,85,90,99,101,102,103,104,106,108,112,113,114,115,116,117,118,119,123,124,125,126,129,130,133,136,139,143,144],shown:[1,2,10,12,13,17,18,19,20,21,26,27,31,32,44,47,48,50,51,52,53,55,57,59,64,65,70,71,73,74,76,90,91,92,96,99,101,103,104,108,112,113,115,116,117,118,119,123,126,130,133,134,136,138,139,143],shrink:21,shrub:104,sibl:[126,132,144],side:[2,27,49,55,73,74,85,91,102,103,104,116,123,124],sierpinski:[89,105,151],signal:[13,26],signific:[0,1,19,35,38,112],silli:6,similar:[6,10,16,20,36,44,47,57,58,59,73,76,82,83,103,123,124,133,139,140],similarli:[20,73,76,112,126,139],simpl:[0,1,2,7,10,12,13,15,23,29,35,37,38,39,41,47,53,59,64,65,67,68,71,73,74,81,85,90,92,95,99,101,102,103,104,115,123,126,130,133,134,136,139,143,151],simpler:74,simplest:[37,57,99],simpli:[0,1,10,12,13,19,20,21,26,27,28,50,51,57,67,68,70,73,76,78,80,82,90,92,96,99,102,108,112,115,116,118,120,124,126,133,134,136,138,139,143],simplic:[0,17,18,23,99],simplif:101,simplifi:[57,59,60,123,130,136],simul:[15,22,24,29,39,68,71,75,76,151],simultan:[104,107,113],sinc:[0,1,2,6,10,13,16,19,20,21,25,26,27,28,31,38,41,42,44,45,46,47,50,53,55,57,63,65,67,70,72,73,76,78,83,90,92,98,102,103,108,113,114,116,117,118,119,123,126,134,136,138,139,143,144],singl:[6,15,20,21,28,36,37,43,45,50,55,57,59,62,67,73,74,76,93,99,102,103,108,115,119,126,137,139],singli:15,sit:[27,38],site:[56,59],situat:[12,15,20,27,28,29,38,67,70,76,108,123],six:[13,27,28,51,65,90,108,114,134,139],size:[1,2,6,9,16,17,18,19,20,21,25,27,28,30,31,32,33,34,49,52,55,73,91,102,107,108,113,115,116,119,126,127,131,139],sizeoft:108,skew:[116,138],skip:[73,108],slash:76,slave:27,slice:[6,15,73,93,107,112,115],slight:[13,118],slightli:[21,113,114,123,139],slot:[108,109],slow:[6,28],slower:[6,28],small:[1,41,45,50,55,57,58,59,90,98,100,101,104,106,107,108,112,121,126,130,133],smaller:[1,47,90,91,98,99,100,101,102,103,104,112,114,115,119,121,126],smallest:[2,4,31,47,57,58,63,89,90,91,103,104,113,115,126,127,137,139],snowflak:[91,104],so:[0,1,6,10,13,15,19,20,21,23,28,32,37,42,45,46,47,49,50,52,53,55,56,57,58,59,67,68,70,71,73,74,76,80,81,82,85,90,91,92,98,99,103,104,107,108,112,115,116,117,118,119,123,126,130,131,133,136,138,139,143],social:108,societi:72,softwar:64,sole:82,solid:149,solut:[10,11,13,20,21,25,45,49,52,55,57,63,72,80,81,82,88,90,91,95,97,98,99,100,101,112,136,151],solv:[0,1,10,13,25,26,35,45,47,48,49,52,53,56,57,58,60,62,63,65,71,72,73,76,77,79,80,81,82,83,88,90,91,92,95,97,98,99,100,101,102,104,112,118,123,124,136],solver:[72,76],some:[0,1,2,6,8,10,12,13,19,20,21,26,27,28,31,34,35,43,45,50,52,53,56,57,59,60,62,64,65,67,70,71,73,74,76,78,80,82,83,85,88,90,91,92,96,97,98,102,104,107,108,112,116,118,120,121,123,127,130,131,133,134,136,137,143,150],someon:80,someplac:20,someth:[0,19,21,60,70,74,76,93,104,113,118,119,133,139,143],sometim:[1,10,20,35,37,38,73,76,80,81,83,97,103,108,113,119,139],somewhat:[116,131],somewher:[1,20,21,92,119],song:57,soon:[19,99],sorri:67,sort:[6,11,15,41,48,49,54,55,57,60,66,73,74,85,106,107,109,110,111,112,118,120,126,131,137,138,142,151],sound:[58,92,99,102],sourc:[6,76,130],south:[92,102],space:[0,10,15,21,40,68,73,74,92,102,111,112,115,131],span:[48,54,60,66,146,147,148,149,151],spars:[40,41,44,45],speak:45,speci:130,special:[0,20,29,50,56,76,101,107,108,125,139,148,149],specif:[10,12,19,20,23,65,73,74,76,121,130],specifi:[6,20,67,73,74,83,85,90,99,103,130],speed:[28,55,72,107],spell:[91,102],spent:[28,72],spiral:[72,104],splice:[133,139],spliceout:139,split:[21,73,109,111,112,115,116],spool:144,spoon:64,sqlist:67,sqrt:[67,68,70,80,82,124],squar:[12,15,26,44,53,55,62,67,68,70,73,80,82,85,92,109],squareroot:68,sradiu:74,st:117,stabl:115,stack:[12,13,14,15,16,21,22,24,26,29,35,36,37,39,50,53,89,91,94,99,102,105,130,136,151],staff:[69,80],stagger:91,stai:[6,21,35],standard:[20,56,67,73,76,79,103,104,119,133],stare:130,start:[0,1,6,10,13,15,19,20,21,26,28,33,37,38,43,45,47,50,52,53,55,57,59,63,64,65,67,71,76,80,84,85,89,90,91,92,99,101,103,104,107,108,112,113,114,115,118,123,124,126,129,130,134,136,139,143,151],startcol:92,startcolumn:92,startnext:28,startrow:92,startslot:108,startvertex:50,state:[0,10,15,20,47,50,52,58,67,68,73,76,80,97,98,101,102,108,139],statement:[1,6,10,20,26,50,61,67,70,72,73,74,76,80,81,85,92,93,96,104,108,113,115,123,131,134,136,139,140,143],statist:6,statment:133,statu:[53,92],stdin:70,steer:80,step:[0,1,10,14,19,20,21,39,47,48,50,52,53,57,59,62,63,64,67,80,81,85,90,92,99,102,104,108,113,114,115,116,117,118,119,123,126,136,139,151],stick:143,still:[0,6,13,19,20,21,28,43,44,52,57,67,70,90,99,104,108,113,114,118,126,130,139,143],stir:64,stolen:91,stop:[15,19,20,27,98,102,103,108,113,114,115,116,117,118,119],storag:[0,29,108,113,116,133],store:[13,15,20,25,37,38,41,45,47,51,64,74,76,80,90,108,118,123,126,133,134,136,139,140,143],stori:27,str:[51,74,76,143],strai:6,straightforward:[26,118,139],strand:55,strang:[6,10,21],strategi:[15,19,57,90,92,106,112,115],streamlin:90,strict:112,string:[0,12,13,15,18,21,25,26,51,67,68,75,76,79,81,84,85,91,93,96,105,106,108,136,146,147,148,149,151],strive:10,strongli:[48,49,54,60,66,151],structur:[2,6,11,12,13,15,18,19,20,21,22,23,24,25,26,29,30,31,32,33,34,36,41,56,59,70,72,73,75,76,78,84,93,98,99,108,128,129,130,133,134,135,136,137,141,142,143,145],stuck:130,student:[10,28,37,56,69,92,108,150],studi:[1,13,28,35,52,56,58,59,62,63,72,79,80,81,84,114,115,117,120,121,123,128,130,137,151],style:[88,146,147],sub:[136,143],subclass:[75,76,123],subdirectori:130,subexpress:21,subgraph:65,sublist:[107,111,114,119,133],submit:28,subproblem:100,subsect:143,subsequ:[53,68,116,123],subset:[57,59,65],substanti:121,substitut:[74,123],substr:73,subtract:[6,21,28,76,81,90,91,102,103,104,123,136],subtre:[123,125,126,130,132,133,134,136,138,139,143,144],succ:139,success:[20,53,67,92,108],successor:[131,132,138,139],sudoku:71,suffer:18,suffici:81,suggest:[19,20,68,82,91,102,108,121,136],suitabl:48,sum:[0,1,10,28,57,65,73,76,96,98,105,108,113,114,151],sum_:[0,10],summar:[2,74,118,142],summari:[11,39,66,73,84,105,118,122,145,151],summat:[1,10],sumofn2:10,sumofn3:10,sumofn:[1,10],superclass:[75,76],suppli:[20,74],support:[58,67,73,80,108,151],suppos:[1,17,28,45,68,90,91,92,96,98,99,101,102,108,112,113,114,117,118,139,143],sure:[12,15,20,21,31,44,50,68,70,71,76,90,99,104,108,123,125,136,139],surf:[58,80],surfac:100,surpris:58,surprisingli:[63,143],surround:108,susan:27,sval:143,swap:[93,113,119,126],sy:[47,57],symbol:[0,20,21,26,39,73,151],symmetr:[53,104,123,134,139],syntact:[67,76],syntax:[67,68,70,73],syntaxerror:70,syrup:64,system:[6,10,13,37,56,80,95,130],systemat:[20,52,90,92,108,121],t1:6,t2:6,t3:6,t4:6,t:[0,1,2,21,50,51,55,57,59,70,73,92,104,106,108,133,134],tab:73,tabl:[16,17,18,75,76,90,106,107,109,111,128],tables:108,tablespoon:64,tackl:59,tag:[15,130,149],tail:104,take:[0,1,2,6,10,13,14,15,19,20,21,38,42,44,52,53,56,64,65,67,68,70,72,73,74,76,80,81,82,85,90,92,96,97,98,101,102,103,104,108,112,113,115,121,123,124,126,130,131,136,139,143],taken:[6,42,56,74],talk:[2,58,92,98],tan:92,task:[6,37,39,43,60,82,139,151],taxonomi:130,techniqu:[0,1,10,13,15,19,20,21,68,82,90,91,97,107,108,110,116,118,121,129,133],technolog:[72,80],telecomb:58,tell:[1,8,10,20,74,76,90,91,99],teller:15,temp:[19,20,113],temperatur:80,templ:99,templat:[74,143],temporari:[113,123],tempt:0,ten:[13,15,90],tend:[1,28,55,72,119],tendenc:108,term:[0,1,11,21,39,44,65,66,71,76,81,84,90,93,101,103,105,122,123,124,145,151],termin:[70,93,108],terminolog:76,test1:6,test2:6,test3:6,test4:6,test:[0,6,18,30,31,32,33,34,50,53,67,69,90,92,107],text:[58,68,72,74,80,92,107,108,119,124,130,149,151],textbook:151,textmat:149,tgate:76,th:[113,124],than:[0,1,2,6,10,13,18,19,27,28,40,44,45,47,50,53,56,57,58,59,67,68,70,73,74,76,82,90,93,97,99,102,104,106,108,112,113,115,116,119,121,123,125,126,131,133,136,138,139,144],thei:[0,1,6,8,10,13,15,18,19,20,21,25,26,27,28,35,37,38,41,46,47,52,56,57,64,69,70,73,76,80,82,83,90,92,99,108,113,115,118,119,120,121,136],them:[0,6,12,13,21,23,25,28,35,38,45,47,49,52,57,64,65,69,71,73,74,76,82,83,85,90,91,92,96,103,107,108,115,116,118,121,134,138,139,143,144],theme:149,themselv:[13,27,51,76,134,136],theorem:68,theoret:47,therebi:108,therefor:[0,1,19,27,28,47,57,81,112,117,126,139,143],theseu:92,thesum:[1,10,73,101],thi:[0,1,2,6,8,10,12,13,14,15,16,17,18,19,20,21,23,25,26,27,28,36,37,38,41,43,45,47,49,50,51,52,53,55,56,57,58,59,60,62,63,64,65,67,68,70,71,72,73,74,76,78,80,81,83,85,88,90,91,92,93,95,96,97,98,99,101,102,103,104,106,107,108,112,113,114,115,116,117,118,119,120,121,123,124,125,126,127,128,130,131,133,134,136,137,138,139,140,141,142,143,144,150,151],thick:[91,104],thief:91,thing:[2,6,10,16,21,27,30,43,50,52,55,56,57,64,76,80,85,90,92,99,103,108,123,130,134,136],think:[0,6,10,12,13,21,38,55,56,68,70,72,81,85,92,96,99,101,103,104,106,108,119,121,123,124,126,134,137,139],thinner:[91,104],third:[0,1,23,27,59,65,68,99,102,108,114,117,130,133,139],those:[10,12,13,26,31,36,38,50,65,73,76,80,82,85,90,113,114,116,120],though:[0,6,18,36,67,73,82,90,96,99,108,112,120,133],thought:[6,35,80,108],thousand:6,thread:[92,131],three:[1,21,28,47,49,52,55,57,59,73,76,89,90,91,92,95,99,102,103,105,107,108,109,113,114,116,117,118,119,139,143,151],through:[0,6,10,13,19,38,43,47,50,51,52,57,58,67,71,72,81,90,92,99,101,108,112,113,114,117,118,123,136,143],throughout:[23,72],thu:[19,47,57,137],tick:28,tiger:108,time:[0,1,2,5,6,7,8,10,13,15,18,19,20,21,24,26,27,28,29,37,38,42,43,44,45,46,47,48,50,52,53,55,57,58,59,62,63,64,67,68,70,71,72,73,74,76,82,85,90,96,99,101,102,103,104,108,111,112,113,115,116,121,123,124,125,126,127,129,131,139,143],timeit:[2,6],timer:[2,6,28],timeremain:28,times10:13,times16:13,times2:13,times8:13,timestamp:28,titl:[15,130],tmp:126,todai:[74,80],togat:76,togeth:[28,42,51,58,59,64,73,76,101,102,108,115,136],token:[15,21,136],told:27,too:[20,28,82,90,104,106,108,121],took:[2,28],tool:[6,72,79,80,104],toot:25,top:[12,18,21,33,35,38,76,96,99,103,126,130,136],topic:[55,58,72,78],toplevel:[73,76],topmost:[101,103],topol:99,topolog:[48,49,54,60,66,151],tostr:[96,102],total:[0,6,28,46,47,58,90,91,101,113,115,119,121,124,126,138],tour:[48,50,66,151],tovert:61,toward:[37,47,92,97,98,99,102,103,116,123,126,136],tower:[89,91,105,151],town:102,tp:99,trace:[47,57,59,90,102,123,129,136],traceback:[70,73,76],tracer:92,tracerout:58,track:[10,13,28,30,47,50,51,52,53,90,91,99,123,125,126,131,133,136,139],trade:[0,61,82,116],tradeoff:6,traffic:[57,58],trai:[37,38],transact:90,transcript:115,transfer:[57,58,99],transform:[21,59,60,63,91,123],translat:[29,70,104],transmiss:80,transport:80,transpos:[49,59],transposit:59,travel:[20,58],travers:[19,20,22,43,52,53,126,129,131,136,139,144,145,151],treat:[59,99,108,134],tree:[18,47,48,50,52,53,54,55,56,59,60,65,66,90,91,104,126,129,131,132,133,134,135,137,141,142,144,151],treenod:[123,139],trend:28,tri:[0,6,37,68,92,99,108],trial:28,triangl:[89,91,105,144,151],trick:57,tricki:123,trivial:[99,100,101],troubl:[90,121],troublesom:21,truediv:[136,143],truli:90,truncat:73,trunk:104,truth:[73,75,76],ttl:57,tune:57,tupl:[10,12,47,65,67,73,74,76,79,93],turn:[0,1,10,15,18,19,20,26,27,45,52,59,63,64,68,71,76,83,91,92,101,104,115,119,120,127,139],turtl:[91,92,103,104],tutori:78,twenti:28,twice:[6,10,21,28],twig:104,two:[0,1,2,6,10,12,13,15,18,19,20,21,28,35,36,41,43,44,45,49,50,51,52,53,55,57,59,61,62,65,67,70,71,72,73,74,76,82,83,90,91,92,99,101,102,103,107,108,113,115,116,121,123,124,126,128,129,130,133,134,136,137,138,139,142,143,144],txt:92,type:[12,14,16,17,18,21,23,24,28,29,37,39,51,56,60,66,67,68,69,70,71,74,75,76,77,78,79,80,81,84,90,92,93,99,110,122,125,128,130,133,142,151],typeerror:[73,76],typewrit:68,typhon:0,typic:[0,10,13,20,27,28,31,37,51,70,73,76,81,98,108,113,117,118,120],u:[43,47,53,55,74,90],ul:130,umn:58,unaffect:123,unambigu:81,unari:131,unaryg:76,unbalanc:[26,123,124,125],unclear:102,unclutt:6,uncontrol:[54,57],uncov:38,under:[33,45,55,76,80,106,107,108,124,130,139,151],undergon:72,underli:[0,10,19,31,59,70,76,80,118,120],underscor:[45,73,76],understand:[1,7,8,10,21,24,56,57,58,62,67,72,73,76,77,80,82,90,95,104,108,110,123,126,135,136,138],understood:73,undirect:45,undiscov:52,undo:104,uneven:116,unexplor:52,unfold:104,unforeseen:6,unfortun:[19,20,76,80,92,108,116,138],union:73,uniqu:[76,108,119,130,144],unit:[1,104,118],univers:58,unix:130,unless:[108,123,144],unlik:[0,139],unnecessari:[57,71],unord:[15,19,23,31,39,73,108,111,151],unorderedlist:[15,20],unrestrict:36,unsign:74,unsort:113,unsuccess:108,unsuccessfulli:92,unsupport:76,unsur:21,until:[13,19,20,21,26,27,37,52,53,57,64,71,76,90,100,101,102,103,104,107,108,113,116,118,126,130,139],unus:108,unusu:50,unvisit:[53,55],unweight:[45,60,65],up:[0,1,6,15,19,20,27,28,36,53,55,64,68,73,76,80,85,88,90,92,98,99,102,104,107,108,112,113,114,115,116,123,126,131,136,143],updat:[47,57,92,123,129,139],updatebal:123,updateposit:92,upon:[10,16,21,27,28,31,68,71,76,82,103],upper:[21,62,67,73,112],url:38,us:[0,1,2,6,7,8,10,12,13,14,15,16,17,18,19,20,21,23,24,25,26,27,28,29,35,36,37,38,40,41,42,43,44,45,47,48,49,50,51,52,53,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class=\"section-number\">3.4. </span>An Anagram Detection Example","<span class=\"section-number\">3.3. </span>Big-O Notation","<span class=\"section-number\">3.7. </span>Dictionaries","<span class=\"section-number\">3.10. </span>Discussion Questions","<span class=\"section-number\">3.11. </span>Programming Exercises","<span class=\"section-number\">3.9. </span>Key Terms","<span class=\"section-number\">3.6. </span>Lists","<span class=\"section-number\">3.1. </span>Objectives","<span class=\"section-number\">3.5. </span>Performance of Python Data Structures","<span class=\"section-number\">3.8. </span>Summary","<span class=\"section-number\">3.2. </span>What Is Algorithm Analysis?","<span class=\"section-number\">3. </span>Analysis","<span class=\"section-number\">4.7. </span>Balanced Symbols (A General Case)","<span class=\"section-number\">4.8. </span>Converting Decimal Numbers to Binary Numbers","<span class=\"section-number\">4.26. </span>Discussion Questions","<span class=\"section-number\">4.27. </span>Programming Exercises","<span class=\"section-number\">4.17. </span>Implementing a Deque in Python","<span class=\"section-number\">4.12. </span>Implementing a Queue in Python","<span class=\"section-number\">4.5. </span>Implementing a Stack in Python","<span class=\"section-number\">4.23. </span>Implementing an Ordered List","<span class=\"section-number\">4.21. </span>Implementing an Unordered List: Linked Lists","<span class=\"section-number\">4.9. </span>Infix, Prefix and Postfix Expressions","<span class=\"section-number\">4.25. </span>Key Terms","<span class=\"section-number\">4.19. </span>Lists","<span class=\"section-number\">4.1. </span>Objectives","<span class=\"section-number\">4.18. </span>Palindrome-Checker","<span class=\"section-number\">4.6. </span>Simple Balanced Parentheses","<span class=\"section-number\">4.13. </span>Simulation: Hot Potato","<span class=\"section-number\">4.14. </span>Simulation: Printing Tasks","<span class=\"section-number\">4.24. </span>Summary","<span class=\"section-number\">4.16. </span>The Deque Abstract Data Type","<span class=\"section-number\">4.22. </span>The Ordered List Abstract Data Type","<span class=\"section-number\">4.11. </span>The Queue Abstract Data Type","<span class=\"section-number\">4.4. </span>The Stack Abstract Data Type","<span class=\"section-number\">4.20. </span>The Unordered List Abstract Data Type","<span class=\"section-number\">4.2. </span>What Are Linear Structures?","<span class=\"section-number\">4.15. </span>What Is a Deque?","<span class=\"section-number\">4.10. </span>What Is a Queue?","<span class=\"section-number\">4.3. </span>What is a Stack?","<span class=\"section-number\">4. </span>Basic Data Structures","<span class=\"section-number\">8.5. </span>An Adjacency List","<span class=\"section-number\">8.4. </span>An Adjacency Matrix","<span class=\"section-number\">8.21. </span>Analysis of Dijkstra\u2019s Algorithm","<span class=\"section-number\">8.10. </span>Breadth First Search Analysis","<span class=\"section-number\">8.12. </span>Building the Knight\u2019s Tour Graph","<span class=\"section-number\">8.8. </span>Building the Word Ladder Graph","<span class=\"section-number\">8.16. </span>Depth First Search Analysis","<span class=\"section-number\">8.20. </span>Dijkstra\u2019s Algorithm","<span class=\"section-number\">8.25. </span>Discussion Questions","<span class=\"section-number\">8.26. </span>Programming Exercises","<span class=\"section-number\">8.15. </span>General Depth First Search","<span class=\"section-number\">8.6. </span>Implementation","<span class=\"section-number\">8.9. </span>Implementing Breadth First Search","<span class=\"section-number\">8.13. </span>Implementing Knight\u2019s Tour","<span class=\"section-number\">8.24. </span>Key Terms","<span class=\"section-number\">8.14. </span>Knight\u2019s Tour Analysis","<span class=\"section-number\">8.1. </span>Objectives","<span class=\"section-number\">8.22. </span>Prim\u2019s Spanning Tree Algorithm","<span class=\"section-number\">8.19. </span>Shortest Path Problems","<span class=\"section-number\">8.18. </span>Strongly Connected Components","<span class=\"section-number\">8.23. </span>Summary","<span class=\"section-number\">8.3. </span>The Graph Abstract Data Type","<span class=\"section-number\">8.11. </span>The Knight\u2019s Tour Problem","<span class=\"section-number\">8.7. </span>The Word Ladder Problem","<span class=\"section-number\">8.17. </span>Topological Sorting","<span class=\"section-number\">8.2. </span>Vocabulary and Definitions","<span class=\"section-number\">8. </span>Graphs and Graph Algorithms","<span class=\"section-number\">1.10. </span>Control Structures","<span class=\"section-number\">1.12. </span>Defining Functions","<span class=\"section-number\">1.16. </span>Discussion Questions","<span class=\"section-number\">1.11. </span>Exception Handling","<span class=\"section-number\">1.17. </span>Programming Exercises","<span class=\"section-number\">1.2. </span>Getting Started","<span class=\"section-number\">1.8. </span>Getting Started with Data","<span class=\"section-number\">1.9. </span>Input and Output","<span class=\"section-number\">1.15. </span>Key Terms","<span class=\"section-number\">1.13. </span>Object-Oriented Programming in Python: Defining Classes","<span class=\"section-number\">1.1. </span>Objectives","<span class=\"section-number\">1.7. </span>Review of Basic Python","<span class=\"section-number\">1.14. </span>Summary","<span class=\"section-number\">1.3. </span>What Is Computer Science?","<span class=\"section-number\">1.4. </span>What Is Programming?","<span class=\"section-number\">1.6. </span>Why Study Algorithms?","<span class=\"section-number\">1.5. </span>Why Study Data Structures and Abstract Data Types?","<span class=\"section-number\">1. </span>Introduction","<span class=\"section-number\">2.1. </span>Writing a Proper Python Class","<span class=\"section-number\">2.2. </span>Making your Class Comparable","<span class=\"section-number\">2. </span>A Proper Class","<span class=\"section-number\">5.9. </span>Complex Recursive Problems","<span class=\"section-number\">5.15. </span>Discussion Questions","<span class=\"section-number\">5.12. </span>Dynamic Programming","<span class=\"section-number\">5.17. </span>Programming Exercises","<span class=\"section-number\">5.11. </span>Exploring a Maze","<span class=\"section-number\">5.16. </span>Glossary","<span class=\"section-number\">5.14. </span>Key Terms","<span class=\"section-number\">5.1. </span>Objectives","<span class=\"section-number\">5.6. </span>Stack Frames: Implementing Recursion","<span class=\"section-number\">5.13. </span>Summary","<span class=\"section-number\">5.4. </span>The Three Laws of Recursion","<span class=\"section-number\">5.10. </span>Tower of Hanoi","<span class=\"section-number\">5.2. </span>What Is Recursion?","<span class=\"section-number\">5.3. </span>Calculating the Sum of a List of Numbers","<span class=\"section-number\">5.5. </span>Converting an Integer to a String in Any Base","<span class=\"section-number\">5.8. </span>Sierpinski Triangle","<span class=\"section-number\">5.7. </span>Introduction: Visualizing Recursion","<span class=\"section-number\">5. </span>Recursion","<span class=\"section-number\">6.15. </span>Discussion Questions","<span class=\"section-number\">6.16. </span>Programming Exercises","<span class=\"section-number\">6.5. </span>Hashing","<span class=\"section-number\">6.14. </span>Key Terms","<span class=\"section-number\">6.1. </span>Objectives","<span class=\"section-number\">6.13. </span>Summary","<span class=\"section-number\">6.4. </span>The Binary Search","<span class=\"section-number\">6.7. </span>The Bubble Sort","<span class=\"section-number\">6.9. </span>The Insertion Sort","<span class=\"section-number\">6.11. </span>The Merge Sort","<span class=\"section-number\">6.12. </span>The Quick Sort","<span class=\"section-number\">6.8. </span>The Selection Sort","<span class=\"section-number\">6.3. </span>The Sequential Search","<span class=\"section-number\">6.10. </span>The Shell Sort","<span class=\"section-number\">6.2. </span>Searching","<span class=\"section-number\">6.6. </span>Sorting","<span class=\"section-number\">6. </span>Sorting and Searching","<span class=\"section-number\">7.17. </span>AVL Tree Implementation","<span class=\"section-number\">7.16. </span>AVL Tree Performance","<span class=\"section-number\">7.15. </span>Balanced Binary Search Trees","<span class=\"section-number\">7.10. </span>Binary Heap Implementation","<span class=\"section-number\">7.9. </span>Binary Heap Operations","<span class=\"section-number\">7.11. </span>Binary Search Trees","<span class=\"section-number\">7.21. </span>Discussion Questions","<span class=\"section-number\">7.2. </span>Examples of Trees","<span class=\"section-number\">7.22. </span>Programming Exercises","<span class=\"section-number\">7.20. </span>Key Terms","<span class=\"section-number\">7.4. </span>List of Lists Representation","<span class=\"section-number\">7.5. </span>Nodes and References","<span class=\"section-number\">7.1. </span>Objectives","<span class=\"section-number\">7.6. </span>Parse Tree","<span class=\"section-number\">7.8. </span>Priority Queues with Binary Heaps","<span class=\"section-number\">7.14. </span>Search Tree Analysis","<span class=\"section-number\">7.13. </span>Search Tree Implementation","<span class=\"section-number\">7.12. </span>Search Tree Operations","<span class=\"section-number\">7.19. </span>Summary","<span class=\"section-number\">7.18. </span>Summary of Map ADT Implementations","<span class=\"section-number\">7.7. </span>Tree Traversals","<span class=\"section-number\">7.3. </span>Vocabulary and Definitions","<span class=\"section-number\">7. </span>Trees and Tree Algorithms","&lt;no title&gt;","&lt;no title&gt;","&lt;no title&gt;","&lt;no title&gt;","Class Assignments","Problem Solving with Algorithms and Data Structures using 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