From ace84ffdc4944defd9de66acc1dac55dd9e53315 Mon Sep 17 00:00:00 2001 From: Andrew Date: Sun, 1 Dec 2024 00:15:39 +0000 Subject: [PATCH] [CT4100]: Final week lecture notes --- .../notes/CT4100-Notes.pdf | Bin 1116024 -> 1116244 bytes .../notes/CT4100-Notes.tex | 7 +------ 2 files changed, 1 insertion(+), 6 deletions(-) diff --git a/year4/semester1/CT4100: Information Retrieval/notes/CT4100-Notes.pdf b/year4/semester1/CT4100: Information Retrieval/notes/CT4100-Notes.pdf index 32dba6fa7381630a75d13a56a0c30570055881bf..9ab97484eb4d7a9c3da78acc46de31acfbce3b4c 100644 GIT binary patch delta 20231 zcmZs?byyrr7ypU7ySux)1P_+r?h+)p`viBFA-F?uA3V6b26uONSaR=uf4lqaKJ)Z+ zRo6LZs``&UpZcDjhZxD(ILRD5aQ;MaJTaKA7)*Agki^e;#DJe>mhRdG(CR6e1CD-x zA*>lt&|y!|*O%Dv71KO5=w2rkt4_t4{gIoC14P4>GfeTu6u-(}Ks5p}PEx5umol{S{WiEkMpgkIp}ClN8YjO?5psXYeM&|WZ&j` zTkcv))68WBWooyS>&VP-2CjyM`nz%%M`-7FRu43!SNG^*hMhfi<*sH_fu91vt)dzp17e(A0e%-GuR{>-x}AnM1KnfX0}8C}fQ z`-bgy{Wa9eg88+)QJGm^b1t(K`0W%_EnRYFuwzXG<=k5-i8Ux?*D*zbFqpyA+CjXe zL*-sYCqQSEEE4l@xf{Bgll=aq`v}cbc9)7^ZfEA~;$&`Y`?qCpVvWGf4%}RXq^si~ zc!7i9Wd}}OpwQK6Q4%45a{$@%AV?v2d4N-+kT?L{Wji8X4BrLKiz&Z9B()KJBi(TG zKt4jURyHQs!ODuzaG^_tc!%zQE&Jf5>ic99@(1U31Du6);i}{HqoHk`8uTYR zCk_B%?&MHpvY%)zT=Eci99b_Q&5>xxx;lvZX8#;~^$?QYpb^S~2%{Ftk_0fYn2~0J zabb-gY{>OtvTstSG6?i3E8uad%M1nD_j~V#G4k^<46`MgR#id45GA->RGu_Y#@r&C zeu)#G|KgS*OUfF9$d+et+eO+3kpgay9~l9tvkp}wLDQLXht#s!h89x3k=)g}aIRRI z!ZkYmR9j$FDA3hLBxMv%)y~d0L{gHRftAUk5U)mDEDd}4iK$Z#3S4qjBf>y%ks4j8 zq_0q|4CO$@m>=U@zm$wd$-lgg^3wzqexwC3|LcJy5SoG9K<|qHN9A6(*H^b@n)YHq z6UIf*0|Iy0?dJgZ;4Ud~2Pv&$c!C5n8~DZK077a>7c!`}M8;?sDnnmyxw(=f;kh}i zOTMHs@tK&QfU@Kp1hIy;jiLsOK%ue-r`hj#lw4T-c;tso9{B12BL##a#vp=vpc*juH-r?DWL$BlBm_Isr%qa> zbjA{=oL--so$z$x)cO%i?m_fi0EaarANAKFV?$ipAs`_-v@_YBOpUH7%; z1+UcOO>xxU$D5h42Fs?x8MXj#pIOc@AK}5WF*4GdYCf)u$T9ujr>d6ib44J4jp)sk zoZ-xqA7{5)>Wrd&4Ss`u>meb{`t=?1sS2v5?j9j}hP`zA(#ngUCWX7~#T|&1dQqm{ zNAbo3^3{>lsev_%dDpFJk(zT^*t6rkw9L1rapw2o<{}J0qyniCqRBLC?d11cG4kWc zE3kw3x|ns;^d3~~K6*a3w>l5t^o=t;*yS}?ljnI16P+ler*oXovI#!LWl%li6` z5J2;{6;-&JBgZ2%ed_X%ON9XDwd}EMW>Ltg?N~K@IOEn{HnO-Zx_JQgr;H-VQ~zRI zT=_nQ<4yLn2dIp&lb}7GoQ?uXsf8&qi#CAPu7}@6< zeHRh`UO=uQFyL;p_L#dU-Bj->3(-Wbs=VY<)dO|u)TUHK&qp*2E!o)C%wGg-LiZrL zWN-eQYWfD?c3;jld8i=fnUk>|h9gRi?G$2LgFQTnBLgKas_vh;Iv?%cxt^tanh|iR zqj-|J!X3fscx8tEV7jy;5G3(MV95%FO70afzZj;z*r?&+8x5A;PuO6|4HmlsTZZCR z5+C+SMTq@MO^F_29+EeXF+yE$og3QRd)Z7im}>`Uz>zP?HHmjhjf|S0o~MCL;5cyN zgdfl432iPwZ%*Z>O#nB=K4;Ox^Tua*~UOavCg(MQ=3X9 zl$I7WTMc4nW11Qp<<`g-wz5Ea~$vkU@|`=iv+tOVKxk)%;(ebUb(gE=rDlT>w~ zfE7{L9mW0v#KmH zOQn@EPfu|uASO^0IlxQHB6L8({K=v|tCJfUZXY#$=0Tgb?3h_6ls?c7$-#eT*Fgus z8GLUpc2_}ogeKd)CD{yZDA=T6^o6L#`ung-Tu35LPe@V=kpt0UmV$uVrj1;rA`)#r z6r?+xg%9bdm@li3!+bRBAi^*uwTr_~vT&nV2i*8nN;0)%#6i!Zj_?RoJ`r&+;4uZwJ-Bs$(IfR}uAmbqRh?#8$X zZY@rZH5XnIiy=U4N@I*Ls_iMuPI_Cg>&Iv9hJ(l;wF>ndr$zW@9nv%=n0` zTfxFx^2E}$ld~a@ob{>{~}ew*_?L zDnj<$Mn`)$aJ#X)IGdn?QAy(`MVUgpdeI<*zS(`edduH)GE1!-u6AK0QY`ZS_rpqH zz}05yF?Er*Db*7hf{Xn3f)M+^AHY8+M#9MC;XZ^5lLk-O5FpaTo}mJLFGGh(B83J3 zm^4rZmKHjab{?|A6Mi#Ofpnew1(vsOn1}Mx{MKRcoNIBE&F<*RVVianzuDYBMnx({ zsS7&Xe)w152vkF66jvfQ7CD`DArAVFv$5Q$&m`+}6eG+}>bWcxbs7M>o}TZox-^(2 zatueKorRUWVr0|~@WgsFpIcN>KChvnd?!kvjf+HOy}5r-h;OB$|GY~v|0k6}D~{u4 zcFYn1pS)SYsN29Cvy1J%^6q*NF;Q1~&{udim7}UGP-{ygrag-0Prhv0^U)S_GC9Q? zl?LDsb3Q!6iilW^Ydi!1niU^Pb-7E_#vC(gC+@AZyQB}73Ui25>$`oELbVs>s?^NS z?ttvuZOig4IlgLUeHyx-!#S6_)s6ELHC+)q4#~9&DocCQZU@}hn!8fnHy7f7*a<9k zIZ4@hhqesF(Z;-j$j=o&yNR6+634k*X(gQj0nEoJ*~QY6xJT4n zQsyYis-hivJIk6}=nKIu_=;%c6e|Xk!tnD|U=e<{aAo@j(vAV8mG+xLY%6hZU$df| z4F%M^5Dv-myoZl#L*9ys#T*WvQwmRJf4-w830r6W|Bx{s7a1GbUq%)ZB4bTN!Xtv@ z=HUY7#z5czfMYR)BY^4-fVnkKs7)W3TA zYeLO9Alh?tgQ8`W=r~HGJ9I70BA-h4dyMso`x#;)g$V+l2K!^dHyg;F^V=C-|hv4K$G=`xB0`#Gg z6G^KiKa3_}C<8;QK%rIO(Q80gVib&oDh*&K5(*_KI|c$50+O4T8+dkuMwoz(1Z2&F zpn&+;46^sbU;+Ac*6oQv=zhO{2gD8`0y!ndeNnN)omVyxwc71WtcVkO{U7vb3LF zE>3q%$UM>jP8d{R0)*qPc9;I}iDpi12`W`wVU!q(nm)jk-e2d|ABLv?Is$r6xd~=` z2$s3}D{~rzu3TLnl#Pf!zr*)W`4~Y&MSEm6$blGCbt9H>CR+GO5%H{nfwNm2%%A0( zRH%2TTs5k<6g-@!2skidLKyQzM#Nb{NMyunKl zI1NQS1`l!kBbqbL42dj)7Oxx?pD!HmPZ5;I?6)I;CdZ(%0$ZO7)@S7Wjkt;y61+ZZ z#|r`@P29>{mD0FNe{WVV!_X<>I0N$8XL+?IRr_M zb4wRQx70LrltXxYB>pm(mql(TQI*kv0yGy7Avi0vOL+E^a2VMs7E(5ZpDO zBzrtqyf$I`R&K`@sxM?p8K*$LtI>Y%&qt@ zA-_?oLU8Sc`DSGC)|kF5Y%u`bKh8` zuuAlf-q<`Mvknj0A&YQsU9egbqZ`Ij{Z1(budRz9CBAl$1Lr{_RnLuL;Q;Xo=Jj(A zfC8tza>brlOGO|3-SXKqB-4QqLDDxz9@xtc*`fKup)YmJC3|+ zBo619u($j`=AR->+WZLRfpU15a_Eqz8n4?IMO^L5PSM!rK+L`nH-Gu)=yTo=twtnE zi!YDb91Bu{wYNFv^DGGy>;+EJNRV43Ks6Fym<2I9@81Nxle{B{u2ps?2Pjcf=Ka!|4GEd99@F_Ejf?SOMwz08pmc_5{loJ)C7 zcZILIb&$)C=^yV0x~%T$91sfqt3P(Yekc|AARg!kcg9YI$*eoviVOTu&DVRX1oXyt z6}L+pSxj!vdVyV|wV1*Np8fgGU(>1AJR{@vX#uVLv5x@fmVX;8Q9XrlZmTW+r=$Pl_5!&WhCnH zcQjqhj;!}a2ceN$ljaVj!oBE9-pG-;xxT|KCm&QUgQw@Mg}TT4GSta^L;y4LFTCaL zv{j!;M15SPE&Eg+OldDYe>?KAwHW*2mtMm!wlR&uel2S}18I!|(coW-ZY26(NXsZB z$i-QDXhaFz8rw%n$#U_pTHT%2B$dZ0B?0gYh(jn~vOc^&6wPW=2iN_%gX{qizY>9D zrT~egf%1u;GC{Ko5z9A5aexiQwsf&878H~UPeWFNVp@4)3_#b>s(}=_i%YmJt+wlQ zK+|d`eIBDXZd62SJXyV$=G@t0=ahj)#Z`g!tvsfc{BwA{2uD0mNBrlq)nq*TZ8(Vx zJ?EgMOp{_2Ot#U=a8ggwEKzSB5mOJ5D=s3`cYx3J@cVC1QBgs| zsy8mA;|M_0#?&ybw&K!Mb6?z^9{fFs}94J?@`|v&D3v}TUl?ff;A}>G2H(4 z>Kb;2?0gX|-o)3|X+R?}f44?HmzSPoN_&{il{vcSi~{rhZn16wNLs3bH~x!NfeII6 zX15J|pKJ$)v8u!D9e*u6Un%NV$r*laP8hd!=JW|S_FR)HZvdg~z2-W_4>m58aFNx^ ziQEOXC)lO0CU2*lySn+)zZ+8q*eZYdjW+=te3`c2j6vC#`hY{*ka0`n23I-U6RN?i zfSy*XW%GNQ(1^3B>3mDd#r)`l%X)Otphn_DX7q?+bI$}zFPA6PTHmr1`0`TJ+S0XY z1Y?=dr$t(QEMck5FIGc1uduj=?b5y^p9jrn&%#StsZ;KIf=TgMhM#+{0=t9nd-{5- z4NsEaT9U14O#!D+ORL&vG`5&#{A;XV$}uPJa<+OwNrZI=za@{8aAGo++NY5U-vm)d z8QQxK^k1Q0R11~`b(2={*28y*Ej-%*gKH_>0J>Yt_qb3SdbdK5@ffuVL*{hf4@KwV z`gfE;0Lk1hLi)hvL@sGTmYVc#z|%l0;5ia);r>WC16};ga}knW>D@%H`yE_J+*|@^ zOpJmFlr4o|1Z~AZP@)69T0ff3r4VrFAJFiZMnHuhS1`f3K_9qMi~{ii%72w)P~Iv8 zIU)oP`~T1c1y}`wageAyjBnbZhdZ_!5qR8NU{|>p|Kq?_a@N@kyC^8VR2KCR+ zB0}=AaeR;w1;_{j>SXz!-v6)(^kJk6`43WoAh)1W;K8~7?*O_g(Ekg-&ht+I_7kW_ zb8w#jV*>gxS%(0^t-&Azk(W@2K&I-@53nE0{4c&T1P9k&$Iu&nXwZ#5Ooat7as&oB z(FO+ZFSSYiMKcNzb3cqB^j|LgyTpbOmhj8cb;J8tlgb_i?~~90;J?HAI2uf9C-D@K}cUe@qyNxQg__iJ?lXNFb$E zWH{CjX8hm1_&df6`j`GGnjJ~KW*bMa^3`jbV{ zxK2q;ksVUlP6Zz$NJY+~5J7)_@31gKoEmGFqtk7uiyLDkL9y7&*xZ(DE=WkCpX>f5 z=Yt@UWxb%5jFJ0Q_v;Q!29;YEKz@t(H9|yo&ZuW3oP(Cq2bNHu@GVrI8_cL_J_LqI zvr9<^HyKbJ4BHJBJ%s-Wdz12lme6fj z0Ay6SH!PlrGM;L(+H)5OR71_aS@@ z#1lRh@dm0R#V;j!W!};7s*F(Avy*HEeb&|=iUVL~R)-32hAX5DO3$=O4jIoXmH5$i zD|K~pGK9%nc8tPw&^R&F2%thIeOwWYWXlgcHsG=AP}jJ;4^5W$~#zd+cPcz8x^Vx`1aFuRV%AeMk}w$FYZiYW-pbR}0V)^}M3We7iYcRu}Mfe4~96X>HM~Vp%w6 zlb7P}P$*{AJg;0cG%R1UwYI;WLoE}16L{Y{l6c~l8j}Mm45m4crS5>LU6Co_#CagI zL{>+yi9A--_-)$W9&vZrVap7--3#8XUekH;+HorgxmHK=TPIi^%A&tf14U&}t`wad!<91@V5UAQU z6am%2{zhTtVe{u4I^>d@J8-I$Q#?tEb~|sXAm?;rK38AYOX~({%VO57Z2$SW(A$By z`?zw>grBjWYKbIkN5gV*6k)oOtpVSB>6VHVPMz?ibVe|21r>aUH-oH8(tQyn_<>%m zZsrEvK0z2MfpS_n5eZxacY-1PF&VzvNQjpE3UF8GavnM*n8^x3HNeYXaxtHNj~)Qs zpq?Jdo;*7O0+mjL11&GnS%?} z+f^QkQg(S)!rdKZDajT(YftW^%=VBZGgnZ)WxGpGr(9u`TA2~3`N>X1i?CCA)mMjf zEpjY+q;g`Upfaabh3;T;5hz(Zw;S`he9e$bIyB5IphK4D z%W3lrosQ0gqb#9B9q2>~7BHn~owD0=oky#k)Unm>Vv+dbV!FC2?~aq-S}EG(Jyt+1 z6PH3l#hfW$rd4T+)!vMZj+*zqkA?D%>}5R}H=ES)bds|2ISNC+v4~#4P); z?2@aGc(Ck@b?L>)ZuS}#L{8Tkd7`R(-cu&E`(%w_F@pH90fa1BLQyPPzL&F&LEr9$ ztAuc;mYfJ>c*i=LZUIcWgfBd#ioEDfTlraP=i0c26ij(Fx4q|h@47>Zr6-)A{Z-B* z3wtRrH-0&Gm7mzAx6ioScP_#jQJ6Qj?AAjo=4chAbgYDuJ$5mqmi?2G7wM#*iJouS zlE-$eIh$`3)<^+ubYt9DqIZ8Bxn?a0C|ZAq45Cg=Lix6G1c>l+yr)&s&406}E}whe zuOz#6uR)xSP7UAQCK`b{><~@30_3V0J%@UH{V`^>cu$&8?eN>shmW3y?A~; zJmyV%59|kmC&@ZK(8_n9^5jK?8@vIi)2#Q&7PTE5uV>Tn)`Db5LD(}nTLFJj_fEOQ5Ad) zaLwQ6IK~UNnm1aljmbS_)0yR@Qg%KDnk~x*T84yh&<5>|+NE~-f04ng*1kSKiI0w`UWRPX8eTCExwW?Z6 z$za;eZQ{n1`$ilu=7N-iZ`Nq4`k)qfcs~WH?Fi>1iQq5MxMHlud3+1A4$Nh_vY+!V z-1m8OUETVuLF0Yi$0sX#=b6y!!wrrVnusd{RyUnR9UDgcbx67|%F{8BC6vO%TWBX3 z0A*^As55obN%5jP$GI)M%7Z#kzk;JB@ z+La$A($h-nl%o1foP|`~DS7Q_?@?E2IIF{j}6vrA_!MvaTRtqd7R8 z zHQkodhO7jl^a;8fhC@(mUpspFng52U+LU2d(qc^$#FYh?mFu_SH|r@hyA3zY?+0V zuJgSnC=)BIJoj|)>s4f7&`wGlAkkTAK{)u2HP9$n1>`-SIhGsk(cNaZ(AS!%fxK$zD z=DOs&gK%xe;~@m2%^UVCP|(JUpX2fOPamb0WHL1i$UsbPSvU&)qNANttckAI9!<$m z`K4*?>pR4c4(F_Yo|I_+uh(OEIr;x5kwWnDC)U7|LUOV5{Hv1AX)D?j@}jjLYhK_g zQSB#wGQv_kq6p0sOORNifSpqh#0e+nLx_8O?pXYzxRZ=ItZ{m`wd=J0!N9^O7UubB zavYVvtOt@+IJ=WE=bC_$3{BQsI*tv!CY_%XrX36us<)RCz4TMTwgdKs`I&f&cVOCd zk17i1zaJen$&~^Moj9!U=!DSZuqlO(@IL=>Lu%=v>+A(@RKuT91KUF(Mf?W!1udg& z3jv7|qx+amhxjtpBphWx@lxX)icN@V7Plx0{Dr&s4+9ZTFzg%zQk8B#J#qy(Z%{f; zl}Zn#$`9yRJdyO|*(9{!hCx!+QHpq!fg&cZzE2d$$blpP&rj1_Fb-XDilq;xTB#K7 zP`|?oiZ*%U=OhQ292=lzM=7v4ds(5W`VfcV7X9H%;bP)l%b|(*$xY!xS4^2#ZbCqx zkbzoQmpu-Ky&Nkh%A-ya3f1wcr6I^jTq%~}&7Gd8)SadLYy>3zQR<^N0b(9-jf;p^ zNSc4TqR5{CD~L=3`6QL%@GCv)7c9_~9D~Uil>uLVZ8ETlW56Ig1tM&CVC3ME%b}OV zibZ|K`yN-|6x59uq&k*}Ck2HZNKd2XCTTqx$49|kUJ3npt&*q#gw9hy=s;&N1^XuM zNx)D|0$IK9pbov){&`x7SfZ&EhZ7G^?+1S<^h)z3V5=)IDFt=HAUjjkyH!A&wtLSz zE#<35`q|RAD{A_Awyj3GYw3)n4oP;V9fpAcNl%3lpqp4CD9omXUqEgISM=>^ z|7nNv;*#(HgZxY9fc+;#Ne_4*CqK6O+J#IFnI<7?U3r%hQ|J}O14Yf!yE>GzS0?2&Joji`PZ};U~5q3IGw~jj zu;A_uyDPNEFOih;nrK6yA9$w3_**4?v=Z zr9udWXbQhC#j$t$I(?BxHYt0&O9mJyDbvT zn-Gli`+-t$KIeb)*lcfNNhvcG0r)**w&Ui|^>u&gRJ6Tqbh+B^2T%F=T*&QTS@5Ov5A4*6&fco1%-JVR zkJU*&*P*JzmkRnHP2@qn83C}a@q|KKGkryj+a8l3xIK4n-!sRI9a!SS!c z1cX>Y(fUwkKzb`EWdGFD=s*Q$D2x!`oPRNu4)}0^A`E<>N2LcDT%vID{H?Qn@G7W< z7F87D9})(VGoY$}NK_vIL_v)VsECaJ6zFI{hw7+IkU)k2ROG+aW1xsOsuRSAl=6?= zr8X)9HE^i#-!YIR0CgYYBZe3a8a7BQ05zQQLjwBfV1m{PQK2RNR^~o>SfIxP)JH-H zZq9#uaL{OchKl-OE zaaho)NT|g40$yLo!M)UZnd#-U%^+7h7cVm*xhfEqp*9hT9pHm6n|j3&RH5h*Y>6ss z9dtHJ5n|)N{GnioN<`V#lkCA&fp$bQqbs;2qZ8{6{Gybn)V&dt5S#$WIx7+XiHAt& zIFOH<#Hi*l`vb506B>3{og}3=n=xt>XE1sWK|M=UeVp8OOp*2y4$Y5L$Chdp>lJWU z^IUK|UDHpnq_9J5(qg!%o6*b}$#-O*B=*U^f|;`BnpWps;55SFAb49%u?5GPk(-or z73m&*I^W14q+RD7W((U~;js&yyh6TFG^&Cs zggB|h4hC^TWSP&*7ZsaSzq(MFr7Db2xR_WQ0;*)ae{l!M6Q&uX6&~c7)30%lkr95E z;v~B1&_K4e45>-LVr)K_WNt0J&TiJ2FRD5<0s+5|Y zL4wr(=regROcNOs)bLq`gtkR+4Y0Xi!~(FSJRR>IO`Pw3Jt&E!pS#U{Q%|}ttBOoK z>dW^gjRd@1Zv=oVf+-+WQY9w&$Cx69?GHZno7HLNhK!pYI! zEPBo5Ld!UtkL(+thRmIsLf@cxn~}I^0@WXk5ghTt?P3G zJsP|KTwGe-)L!+HzVa5&g&QB9e#({r^r(m+8lcdHrp9sLWp0v~??hP}UP6Xf zl!4EsRen`c9xai}8?~AYtY+4(m?Vh#i!J%=3!XqDd zWu~gYqTpEDn>#@I`ya_f74VI?D}RU!zF`FPKHeiU7v%}CBV|rx$&G(rRk`8 z0AFjPU73z&aP{zQo*eN?FgONiZ|Kms+ zUP&+Zk!|7^&&03aloR}8pSDyU&t!hYGn8INO#bqfx_3cQ@^&uUw{-+FXN8}v)&=ap zY=Gr5n?YmZOXT4;5e5}q{((Y6$}@<8c=C`p&7g{__urU=CNPHdcg!f!s^Ra}gV3_k z;f~b|xa~d5o~gP`va9Y&p9)diLytMOxR{uhl>4(Lp`@AZ8fgQAE8(>IG}H|& zFpJtbqOa&)ZfHbl&cz4BSsq*E2MM5R;jC{FH*k-%q^uO;)xV=rNM5ge?u{fxn77!v zw}SZ0#anA%Sb#H^v&CCOBY@!OLm$`yzxd#<6F^J&_|;)*#HCkGUDZv$gT#R*p!O-?M~9#O z?bXBBb?8LvBQdx~bA~+)0wXjh>GY!^OZmwuVi}B-(e6;K+%tGYQ!79`UN|k5T$V^8 z!Qr^YI(rqiI@cDGaOs7(S}b=Ldw|PAS_+ZH>C-gkz~(_3*q$@1&26=gX{JTs22*;Y znA(HU8V3H_nxu4Nsv9;_5cZv_HP1TiiRDzu1F>J1gmOkB8nzt?XOh;C%t|vmZbn_OP{e5lzupV+-IM4Jxr^jxD#{4S9y$B%Z_)B_PZ(jnAN?Utd zHIz3-tniCj!Iw{kTJuPDQJFUyKSYpB+t`y2>180=jVTo{S?pD3G}NcgFqu>aWKjI^ zs-iu9cX(f)%_+O@DrV=AOrHsLWg^C}i=FlfdNa2nuG&&5%=QW9KYLir>Tj+ltx+0T zoWT9Tcm7_T&h-cYJB+f48xL!hX*rf0n2H3wd%fQQ4P!~$l1&(339eY$^*L_{X3M@P zq#6)23tVo{)kXIQ9`1=UOw6(X1ID~hqN2GFC3n*I9W*S z=rXLlx)d&-pSK9-)&I<9`LZWZGt;=By& z>Y)@ZxIb4WGZE_-=o~}(RRA`}5iX2O39(JW-gi4rzGZ~lWdu_e^?6_9+s#Vxc@AYS z{}UM$d&HHjG70YPdDu{%k4Dl2dLi=36N-0quiskF->{ z`eifS#NG;ke_8EX9~#q#eppKRt(fjzH)+JWm3i3tMIUFklx|^v4!=Jky9QyN>_YSb zQkqrn!5*YNDogBUtZXv8a1=E5WTEVL{7kXdi~H{N`0)A)JA`YEA^hD?N!F3Kqw~yY z82A13m+7wJtmnf(>-|8i7BO#Sba}FvPAj8%cRdFn`nTqZ;+4LkurKEA+56kg?xlnV z>xl&S^jA4Y3q;xzT|TQhq0QR_jo~(Jv@vVT6Ne7orRSPeRGaViCZ+k$U*A0x<1b7w zOruJ+2?_@d+0_#vs%0}dW@icCiX4~Ym}Qw! z^7Ol1A{&l8;*_*J*ZwM%eO`e>GZgiHyLkO=oDDoLVhq(Ha@r(2RO)f(oiMA?tzf65 zvE^E~nFnO~>FjB3*dd_X?JZ|p&V;if^}2EbM1M`=+3m3xM^+(X`I{%pmkMy3x3b19 z^6D~mKx_Lni{zUabqLrlmEBfaB`%KRGCK7=?mB^*wEU_xIjs=$Qr&B`4a<2YV-E}~ zQ`uMyyDU0Rnuk{54$j*J{4Ni;Tdg=^YTEJ}UJ_Y6=-0x5D}Jo5zEgP3_VYG%kz-qc zwj;s~uc|aN5EbcsbB~-5aa|HBZu)7AWFhzCxu@NXLF`_9a9&{h`s3PLhS%=O*Ud@o#{HC#kQUP! zPv(*?&D*4QZm*ByT3btfLIvl&MqU6orT2+{;_j2HRjmU+EmD)Hn7uz*F};C$yn8#$ zCU!r(CHAaEuVW_q!X~oECQ6z0d4hCr5|`^e4Gpi@;Un7m4pUI86TNNUWN}_O(yGMv zzf;)d4=wCq05yM(h!#1GowwOhhm4$;>cgM{C)D*tTpb?4dd;aEJQbUw>Tdu#6#DOJ zc;tz(x7^{|QfZslS67d=@e}ryJ|eW2o&$Ro?KOBc@!k8K*Bu>8K4Y_W_CABteJ?^q z`(g)HXWW9TSNZpXLl2JxwQej?Q=VSUx_JT1dw-aYAUP1eh)kR=Y4AAX3Ytl)nl7UM z7TEk|8sk&?W~1u6%Xw_4w7&?*`DC;rlPy5O>fx1%V#>E}}hq*jA2{cE1>yGcUWHC+$EE|e6 z{8*Wn^SNn&)~h);20FF!@_p<&6%EcUKXa17e-&|mJB?aW7&$2{^s3(h;4!aGV?0~# zK9S8N*ad08xa3i<@Kp%uMvpa~+BDFT90E98wrhSvS+mbzSQ`tuzwdJn$X2zyZ*|Cn`gPP?!Hy*rv3=WyCQW6S^Q?j zD1=Fu_n|tr@VpWbt@Bfad0n6{y}e#7c0N_r=NOCiZpulx_<_B+X`X&OdScP-a)%&+gdJ-X~7 zg7_mbKbPu@ck4N}2WpC`Ri0=P>&f#cz44Ur5UZ z#PRD`yS}eJeM%P=%NJiqc}>fgstqIsM;!qS zcUHHr+6%a{0DbDa(&cY1!h;9Mi3OE-JzG5a$70f?<7d!0c#+XO>Sbc3XEQ1_Aiw?{ z727S1z+PdtRjpDD+foh3D#E9sMpD=4kDKZ`$B{**o<224mS0vwRkB1>+1;yRluO`R zr_^4)degrt)u645Tzdy*@WfW8pKXphm9+Rhl&86jNX*GTl`6$lR;}Ss4|)30$c=TN zgeLP{bX3-s@~_T=^`TzuU8DV=;$!DvV`Jmgp(kTiv^SG9b}=WTlN8`!_W!k{ltP=e z6Ai5w4$Wr1_0LHb1Zn@cB>tzywrR`wmuKp-vf>Eg6Bw8@yV{4BhXX4(ldKh}_#(KM zU7A?W05sZ*-gO1W(ITN-JxoO`Oh7CBr=MWkSU+LlRGlti$iC8F^XJf0j`*h|K+j{- zoOfOa?*k&c3G~w1P|LeFcl@~ z9vr?I`eMntrJ&ZjHDhvSt=@|1p;!3p`$O<%B|ydZk;&{*wswX>Ug7Wb57vKK_1slflNH_tWHvz!l{Q?(;IS@K1PDEldjQQ-}8-EEa zF_=*ePw73BTO(t&mBZ$E#m6?fW5WZ}paV?kx4o2&oyE|dNrSAN|Erq!3}>Dg=fxP(t+>pFHF&C&DBf*G~q-;FM27l#S;U6BsQt$_ZJ!kjD-|L{}Q7pFBL&TTF*e z6&!ZN>f@drI+eI++iq>lg6Yf6>fD*GO`vORnN6r{7S!B{KTpP*&hZmp?d(1uYz9xezc)rQA1E zX0)35v7Fu)%!H)~apAQHAkiA1B z*YL6gC{k?_>(FP6Pr}H~uyZs&^0=Eb9=3?_Z?Kwe$iHhED^UM2iSCb00r1naz9Q_5 zJA3#6D%=O_BKR_?+HNq;IHA6!oR7F2qlILP?YzF}*WSZT@vZi0{;sT|Vrp(1ZH}NF zit{_U1pok&=PTSmHFYs zcybMH3gL1?N4F-S9{$KS0ied`Y}vb^Et#M}q=Gi0qhC{3kNMJUR@-o?EVIH!hp?6P z#H`pmMQuj9V!y2w@yRL1d$$VLU-L9g?N)H**>)cEX#I2MAXIy72EMiyDaHfp8VlE0z8x_$Pz3Q%7MZ(lmSH9`osJ2c(9zcM-3c9q$H{7Vo zlLfC#u~)dmdTJ|HZgIf<;_Cl?A`W}8l|cZyFA z&3u&pe_t+W)L|R~gEAkl#Y2&grieJjXLe+aAB(pTy?ChGC1XnUg~?%b;~A%L5UkSu zUxk}@G~C-3$8~~1)G&;R9=*?y(Si{zqeSn$L<_-;_A@iumFPl9E^-mQghZK)2%<%l zFj|CMCdx~Q7A8S>-2482f1I_>-utt^=dZoiUhC|A!#_Y1p^eZg9Ro-L<_%||S!eND zPf#eg&sK7ahmAgfn5oi>E#Q3KV)@|L&%^y?Cm)mGsza&HHJj(&Ep$cxrp8MJ295T) z#tl4~!sNJWnM zcPmIHmd`3~b7pYsX|LvpO!!qgG%KWw{N2u&Q`GxCNm-x?2;SnZYMht>^1y!*52dQpx2^2S!{3ga9z8K|);w7~m=d4toB|P4vs5+&BcS+OxuJM@ z9x8^eTa-HluGFx3%i=zHkJvPayB6@CmF%$eeviR0zyVU+*O;TC!OD@-3U`3dVz7ib zSxv^ga=mqn^mCz`&wtzu?)*kqe&w))m4QhV%zDj_*yaMO91K!4;KBBA*z{P5Z+VbV z)#|w_S3E@>I6celIX(M^Y`DP_;gvA~{<$*L<&^_mn?mRjUgq*EtcPq=AY}G;3WF#! znE(*1Gg2qq)9mtDQ_wyyENWf(h4Sk_<>uipEr~tZzCU>NV?Lx2Nd<$RiWTGxxXH`Q z43`$?Z9Hy04zj#Xc;Fz48i=3jmt1z$|Z{-@_Py5F_bRuH#*N=m;aG&DZB=t(-k*Vj5NJt+L;3OudSBJxa&#+#Rx?jD;%OIGSKxM? zx>}L~=(K$*ROAtOva?HLXe(JSWSqA%xciCw+3MTO8p)jV_S|6O6HE}R?9iGPKPp!HcLNWp1XbVj#EhL9`a01$Kn%b|4vC)*} zgOQP@OofEbSOD1m*1!K-OD;c)LJ3-5*!@OP^E;tk+soZOi`@9a_-~5_D>OXi5Cz~+ z7pQ`DK#UI*4ueA#?4V9iC8)~zId@xyhTc1OtDUb}T0s?zLwrNeE%pCd2InL~RT&OL zs;S*jg(LO!mEmegJyj)DH5CIzCAhkho|2;W|3m067?+Dy4@#o}|95snywKdt)j?=r z{49Q%p7|4{(t?@$<6h)X|EI~51-u(9`E3(4!2!RdDs=U_4Qd%hmvpjWR#MhQs%(0Sv{B!Podn~AHkGFe9np;JJX;5e?}Y} zYZTs({o8VEwM%8a*mPQFUvaV`?G?%Y!Pl*y#*?q}yyqOXkd z{F7nky!!XvGJ7@NSM#=t>Q8FCZ6sn<9OiQB)$P>EEX~!AvXG4LZMv&0gQK3W&mQUO zgdLlad?=RMIg5i!@D_*|T5@+x^nO_qEGe38o{DV+ME=uI9VbBqtkGUW`eppvs!RM| zJSK2394tMEJ{Vn&79A2T6WV573h-uxr^8aBnK7(_gWy3hG72Y8WI^i>g-qb1FK>&r z@S%yOXvysOGU28Nurxs`JbDV9OZX|aBFnjYm=se=&+r5+cJ#FwK@(MMp% zCrU&gBBX*BI22qGLM-CceFV4VUHSHCI?~#)RSTt5d1%T`rfAh0aiS1H&V}EMytN`^ zIF{%@)I!J|`(!T$%8xF;6m3eZLt_xZ^J~OS0r? za?R}!oD=$ztID3beUHpa&HL|(uh1E2^C6q&lvyCDiqnM=jBY?P=1|^9xPnXG9c$0^ ze(ROFDx4UM$g1++Omrb?6X||&gdr<_qtk7o96Pdw*eltExM|!vu`_9o!+X3aw{ao*-jb!ab-FDA zSfIJ8edoul{jl!b)B;*V>=g%7Y%Ojo_&FZiT=f_&h{P_kCuuFNQB4ypG_cKs(nKvW z8$PDk`hG8SS|0HErEkH|>UDXW_$M=Tf2Tt<6}*hK__2!wGQ z>duKCtZa*1iiK|G#O#vdFOrPdBD!%GjM3NrydvETLDK#1MPkiQj4C6n zdmmI4`O_HbUf-ZH>QM?4yoZyY0LADk?3A(pz*8$S-Ac@JXJW-$>*{FGAba=~8OCT9 zAAGk0+M6Oj-~z;7zIBWZHsLqJ^DDB*<2AzQo#|)aAna*o_3Ap?0_DbN{Aox2mgt}l z!SjSMexk2)2i4<2VeCP;V|Nw=)q*?YCN9;T9kFuRJozEW!fq8&R{ZW^qJXp=wRDv; zZFOO|oW+?PJL!N28`H&5#@2MXy6HL{X;cVc_`2+f)ol0D1p|G~l#%Yph}f`6xQ zycnv%QPKiG10oe1;It<^LQY;0?7NBtv?Ja8^twC$c)L4#^orJ<=7|c7(x@E;d7o$; zF>;n&rJuq(^DV8S=K$f{#hV(@fVdN~AMa9cZFrW9ua6u3M8=qh%{FN{@DBvDco1A*>-syIRv>LbIm7Ojp&V&Q##!Hb@M!NXbQ%w;RDymI= zy7h5`xsxpAZjek5FX|gXW5i-(E@iA6cT^*asD*(Dp zmN?woCoM-(9WZ`W?633VO);M;`KU4o>%&C_Jr%1ugl8x-tf_4dILvmp>1_BF%`>^P zJt5;Loi5h3`jvhe)Z(&D-OsQadjb|!1S(SL64h6e!o(O$wc_ad@YUlnX+ZeIvb2lc zwjumL&iLR_kUzmAx%J8qCX$kN3qkQe zvNf@=zEHQ>ef`vgw#8Il@q-iSx+MzqPUNeDo~>7g_~IEUGDdzQQF1J&en7$$d88Jb zHZ87|laU@=U>1+!;=XxX1$g%T{-2p&J2ijNz2cc>#+dTzOi11|xeczIziQgXol$+5 z*7d-vAa2(hlLW72?DQYLqqSF^R(12nf1Nz)HA9fPJ4BqhZmk(ofMCOXo>x3S0}{wwbz{7vY0)`woL$aT5@%B!*j_V z(Ija34sId5Dhu7hY(IuZoH0JO4s9#E#dsOY42LT-i;Ekgkj(!De>x>s delta 19968 zcmZs?1yEc|(6AjAcXxM4g1fsWxVyU(+!l9-ut;Jx* zovNAX(|zVlZJmCmd(L#c_<{lm#-aU`vZV$_am_Z79I(WH+ zO)wSS;UH)!+@!}!wFc62rE|C7$QdJvdQSDy_8xXej_UgAFO)Yo%_=YddYaNKdWhkR z``xa$*i1NqKC#ECVj7XO^K5L9iy(KxQ7$knqT99nhDZV>_NKR0g3#otuIhM7nE5pb zQ1LR6iHQbpZ|1lJCw>hJn(9`{F=Ziin4?)HPtbN zX{TU>`J^#FDnwkESs$%!SD+nQQOc*LFv@G6Q>jSYHaNo#x2xHLp+tt;^dK442$x{G zaC7p4%;;FadL26lA~5=Eg+W)`Mc8Qq8oo|G2flS1)W zl?LIF!?4O3$jz2>38eoxBTeJkA$$(xgtdn*hsudo55nRZTozUH>38`4A%mx`%<_xn z)(gTjFfz6`UKx-`ujlesy4>#yI2CLO6i4ltVtQ+b3UF;)z5Y2OIU=!8y z1mG|P5zu1u7|gmOenX0i{q)4b@p`BuW@<+^M%n*TgV#wo4WN`CCD!R(VeV z;>KR;hdG4H`vGLiJp^Z^vY@nlm@zduSu_zlAg7%!`{J^H-jJV_J2R%;>;_pvc@hgI zX0m7%Qi%nFNVMuK0{Vb+JoZ!t8l4}3_=T@MOR^<~4Sh1yW|I=#kFuVe)OqLOoON;+ zs$^>uqnAj6YIU)g65{Q`92)6QK`J{~A|FGoH*x8p>2$(G%Nve6OSMnZh}b2oqA=Ja zfN}+fHv#00zy8EP1_-N>QOOY1ZBhtpU)1x<>3ONu7h{zAH;=R8x* zkuoJlF2@#(pZ;ocVzsXmnOqKA5N^8}pj||lmy&Ld8@_tYArWGZ2=7(C$P`(UchUWl zJZK(ZJU5zr`lTDA_F4Li2M1uqD$+0KO4I9wCYfvg=v6IUTz10Dta)G+xgA;cJ6fc;BN?6Y};_W=WlqVR!Cf~z3Jp>bnHsDEl zKhvY-_e!gmD&h^d)FeBHCSuoC_Z6_)q-$AL%h&S#bWQZPgErajZ_&tThyCtC<#_ z2F+vOL0P>SE~vR2KwcTUIybV5FzR>sKwmHkovFadTo;IHQk)lI0lQf{bVBGd;B_v+ zR((sGb~oy6D__T0%j7azsU3(bdG%de4?SisO1IPoRQ?~uCU%afl1Kkr>#oP>Mfw)U z!21BFN6Nh2;x>cl@T$4Pzcxu(`MJ`WwMSpvEKT}#_=waHKmd1mhA+yn^EAZ)7?X1^svce+u_HcyMkN&F9!9VpjI}`p@e6&QM)Ttmg?ouhbg&peVl16=ihHE`h4F%~gMFh-@kn@tPdNeWI|vrVs6zImY?gN2 zxjiMAxjsF9WoTF!)~yOu>?Isrjc7|qoP!@ovNn_r<>%`(%98lMnum>lj%G)V)&!MC ztJ@*j)$`)Zb?7UTVT99&xT3R3q0Af;#xiSK)F_Xf+@bHo!anM-@`;-**WRoo5k^-wNX^mx!sH}^4@~UnT zrOeS#HjM+b^OB_);WvKXL`c$L$FvxkmWfIH{(%)r?PgsZWa_nys!-V}J!mxNW{t?} z#;Y@meTpi_AJl9L6hW%`#uF}ia@|ZO$?Wc!b8tibjre1$Y~Wsf?Xs>Ek1HM0IA%U8 zIaF2V6Cn%Vl2rI$0chgdk9#QsH$Wb@a!9l$P?+v;7G9(yLq1GCj`cxIg9yJV)8F;t#T~^Phowi* z(b9*Yx649j>J>dv2BgBHp}oGsp*9TdhFASu9u6;b=TxogsGn37xy3CvkBCmb+!`}~ zw4;vTG0bNNYQaVVw9f;GQ8dk&X*W4FhvMVWFij?^b~w;a_E>{z$*Iy+37y+uVpyEv zVCruzqen1X;SUOlb2ua>!@g5^h)wE?vW3%eKta~eju1xYK4jTTPVsdGOD~jthzg!A zTMnOzy&^~pisFzCOakb+Y^T%($!4w2<=etHJ5444)6IZ&78#0#AUI0dk7Wc=?8>sP zz_QQZG?hhDteD^wOM{{-^E=^{HQ4E{e$3=sTChQ3in60s&zZw`g9?)-t|L5y#EEK&!luWQz27(L+$sfN(+8U|5rL<)`|n2|~Eak%#3P7;B)oFuQUbJo~&*#%zCh z={QBZf!$Of3R^-hWw{>M3!a|rG7DXlmq;JNiA2LHSB`=cM%`7E&zC>5PS`1J+py3% zvi`nweXsu(I)qfJJpBW|v2K(cE*}WRSQ0dhB;#HJKSbDVG%OYY<@|6F^NNzq;|!vR zRAn@Yiz%SM$Co@bXAg^x*TrGpu&fy})bw_La@~v>LZ;kqN4Ng^oohzK)`@UWUy|*| z1lF*x-Icn_U^r9AD5=}9WhlV?v!d-%zHnE4pdr4(`JK)J5;aeLM_L8{vDAsAbO18^x2_Jbn=FUYh zD$6jOWP!fuH`QGEcTaiTZRWWGTnOl5Na|4147FDi2-;?Vm?}g zoDi+uUBmazP63WUP5eRlZQ9C{5}k|`n?+2xXb|lhwsDPuAj~o*73b=bh-R(%`p=px z*!PY<#i&TPPPvcnWPL8D1qh74&zmRyS;Nx#CC&2#f_4bqDe3*f%l+io<8xMGvChPqoY9S5*-OKN9Ga4c z(eXJ7osJ7*H0+6~SWD+LGA)vc^$}N^aEUur$rdVBiC-5{gLk+?@`r)C*_<#I3!b|b zBbE*x;VHaeQOf@MCDP#uK-3)%#rwOp7R=pDz~lU#{Kw;1duh^_bg&fv32X>~^hBZO zZg^WFA&mhHyYA6M#}(aL|L@;s>Nw@&W%sr4s~-5M;JgZy^kiV_?5Ef9QWy4mxB6>zw2eQcfL>!E=*Lo{!hUDw|(ONXYX6f%@+ipgvLi-yDbib z0KxvxHVRXr6%pjv21#FgudRfdG^YKr_M0^x5(F#A>F;2@TLUTt3#j_~z5P8@2Pw%m zl&%&pi3sB#J9-6O@BmgW&;}TiIZ3fn9D)s$1Aw9k0#|~;l@PJ3@BRNoTp;^?7z*%s zEC3Gx$;rl<1c65f4od@2p(im=qJVsE(9jamkwEAP015!}-_0C0Pg4J>>H5aO<=IG;&C&}skj`t)Q@4XbWC;8GU}0srN6ERl3C z!ysQZKLkrwKA>h(Hh^&JH+k(HH5NnTuAz8iiei)jN8Ro?1DaWf5~Nds*896h3Aw;< zP?>-LOFDy#Te0seut55!`i1&XKt!7opq7AufLlef2T*BH8NhHb!lz4|PvdVJ8y$#- zqnI4Dj!%F=Rl8Oq5?MYGg>i~^ibsa^_4CZ1KScRXS=cVlteu^RX~eBN@qM`V)Z2;7 zC02uxJ1Oa+4WUgVq9mZ8h;M|X8yP;>*m<-zY{k{g>YK&XKnUb~XoBwMD0U461<*4gI+T1Bc{;~;YfOpfZWnXb1wwtdG?dX_<<5zHb%Ud*4)S-pk= zn{L@5nwZB8fdrP(TXeI5S%4g#09nm~K!|QcbG+!(i4Sj)H(EDoPIK07&p6hB`acF` zjoAX7)SdYgt6bKVx`{)(v9_j>Wc8e8JSjzb9FkPoiBQFic0GKEg3Rd4s%BNqBdfK$ z4L@QLRP({)L0B(~5gcR3IfjXl1pJ|?Agr+T*TUYP0j@|u6BV~W585wY9uFlkKR<7b zd*Wp=;tZ?d#a66V^uMl+;Q)g-!gl%`uA;c$U!@0n6ncg?76?UYiNiK-o?Wn4gUu7x z<#}YVs=CW1Q=JF%6Ij+R&e@@|cj=IX7=iks8=m*Omxtv*=FSCYbeoZccH}i++<0(! zeuL&OARmiV5htx~IU%}2cyTgZOYjsZb?z_@Im=bVaWp}-MvUace+^mhwi z7abIU5B`p>V|=QDLK?`}kDU7mWs@8wC1OKUFJ}0X4`U;VxjbJ~DQ%7*l4xPYkkgqfgXfgu zfS9>tcZT#+u=uQ4Xe77sMXhMx9H+n66OWU3la$axui=oX70#|G{O{A(Rg?KDhp)CN=wER4IhZ4ML97Ln?9P%~9Jdi{Ez9$#1@| za|+-=xnWisqt!(PiOH;L1kD``DHrDtHUIwQ7n#~h=a6YSb0W?S!}803FC6G=Ra|OD ztE#rZrMeKKsP<5S=0Yf9nR}H$W(p3~EMpkhU0R@E@f_*W|4Cz*>TBvt&p$xd>vdR!M$xRM@En_2b@VQ#Nxc{HdSmS4Qe2LpjIDtWW?qgie7 zcf13k-+JcSz0gs*`?F6gvYC0^UV5>gFNn_<7t8ezI@$|-@#d(qSx-CmPKF!b?B~bt z8?I?YEwG{%c?%G&-D(Eb&+Qi*7TSi$Zd#l`0dy5?^JRT>9=wWrSOx#z$( zM>#K2--?`ywwxLp&!^qU0$0A)V^=p2ot)CSCpEz55}nb|7QR?*!BW$Wv%9`?WA~va4;X4g~oF_0S=yv3{ zg+c#a{=m4iut{a{&1$OH+cp@IPsg+n5VOpqV zj>KhvgzC%zRhh&XRcA8enPG5^3zha2Rojf}2Z$vWfC%VVL1m?Yk6^e~ zz$Z)y=D+Ac2i6@208s!OJby6-47~~PUxiTu{d`}YFsL<{_X_)7;od9!dqn_4ts(M0{c~5a!y?ic;J=B1>{pQf z2jRkIR*=9mE6BTy|1sQO;eU@TfsAqm0m;So-vYX0qkKaFiNyl2Kyei)H~?<;_nc3dTNZph!x|-d;S7zyBet6-7cl(WvJ+YM z9@}{U3E3SIlX4?a5^-B4Ki`s!B-v;I4N6lYFH%RMSJv&9Woj2|XUux-j$#e$oGcxb zMg$NExltBR5#cEbIwrD+vOAr3jYm83kdod047BaUMF>ZTA)t9N)YFu2s4iakrrE4>_e^87s60N zz)uh6j7~DF9_)*$Spe63RdNuOCdcx3T@Rpn$xjHbA8h1}MlyedZIP6|17kZGhnl8h3?FL2z8Y^c1KHB%~bfx zM|rq?IU1f~wyebi1JlL%IjNDLldm<{g?ahFg$EB${JL$!>Dt1Rm%Y(w9jk(So>m6v zH{cuSu0G<#?tMWqVi2+xFBQ1#O}IXZloC3ok9z)@r7xOWH&`Zq%i*oG- zr)k0}UZ_;+?3i7%dmv`AKJMVaOv&AuXhU_4nYipo z&tqqkhlEA&Dh>(b>EM%=ngSoGV-6}|e|DUR0|}L&284k};*=WxjG319SaMCccJwLJ zb{Px=ZV&S8o?pMw5=cP*Y0LTv%nG8tdC+L>qTo_|z%dfi9=6LjtA45X;TsTSK>cIG zu!q6+yG78Y|1jB_OPk({dO2b@_`8DlgqHEqRW^N z6uSM59k6(=D;37fi$rcilr+qKhGCw3Y>d~0vi4WgOv?)D+5F6X3Le=UpuIvao$rA6 zK|hTr&}3!#3l~n_K!uPbrIpsAfp&^}!t95(6!n_$ARw)mD*?r+_+GT0kez7@ zW6q7i$p-(bMkT@qlU7E&In6Z}o+Gw{@IY)&o#H01TwJa#%QVF@*?WR|Ab+KyHt)gn z_Qyc@uh>2{RI-ZZq{c&TV7xlDx>xBap&Gy@UAN#&eR&|X@w-yE&Z+{|$6N8m?XWj6JU&C(Uq9c>{+Y5&fnkxs}3)%*owh~c84WhOP zCl;)y(6~hWO@x`&Wm9TPQ0X=+x4*w3lvAhpxlCvlfwSOU0@l>Mfjx4;snhxj&UQ*g z1{7a&s&DT10^S&QV6<*K4?Jrnea}_5vtcGh5?O{{Os_##Pc(Te>T`NS+~So>*Z;720DasQ32X+1lK+UXi}O#SO}rB1 z)$8Wn!y4)+HuAQ~)ap##_Iq6i{FaQ&-IXo-UG?uL2(RabCD z!9;z};Qn>*QNbvm5dX*SS{w@LKbQS;OZrTdXry*t;75^`13j0SwX^v24Y8C=@1#z$&q_TLJXbhhfeOqoPTVUf zq?I@{P~ZLircNp$Covb(%H)3IaY>y2w&q*WFJfZ)U}=^1015c8l1}L#TetiyQpuO) zF8zo5as006;pk*)!x_l;taHOx>BE|@|LJ-PJl6xNtb5CxErL&$aeAzjZkOlGjf`M? zOA{o0ZKS)ipEPcj5x*?avEGUgkMSmbvzqnu zI23Kq17=rBMBRL@wD`PO(YhHeQM8wYA2SwS12X|%a+u@ZQU)Yu4JGmPv`C+5FH@+w z{j8OL%APcSDMJd280}-#^!xXf{OqoJEB>$wpXY9KSJP?pNH4pMsV%gL<=%oMqJaS% z2Xn?$WFGVH##qnFEF@xwVO>Z#jqy*BMIVRr4AJZ!3)(9AFQ^^wx_@i!d`+(U*gY?u z41#8fYjox)3B~}H7vx!{@rJ=;8Q;`3CPNl+Q-9$@iSOF^F3af*Pm^?JYXQY$fNWfP z6nagzFa}+^pp*s z#Qd_@h{+cI(KE)E5iClsiTy_oBCn>48JhH_!jb)>X9s$r+nt~7-as;fa)V%un!m=4U3#DU!rRjIbA?DbkW(| z#4YfK5gIWAGnBVd1W9b5g>Kuf+AZwPeOuG(_)6mo1V+(TC)gM=1v9&MuY*Kj$;(g( zV}o#nOA6F-HZ%B~U;LP)O)MKHgdis+T6pwBKhyKo3#C`If(PH=pSE^o9)SW>>H}V3gP&`YI=QKbA@+31Zshp5Fz2{l(~vGgY&%17CoGu#xqq%O)^#! z$C)@P@X#w1Q703lEP47Q&8cRgJ^^*l0_j)#K<<~EI*F z{TfXP$N|2k*o&92B2=m++UPsU5-Z#(#?3!=izvI9N*`-Ir|L@0mmp5Kb%%TRAxX;no=~Jq2AZG~YFY4TJT10Rxf}QML5MB3Y%xu!eA0S+G(*9NL2F zLC0AdA)MA}qK6TtHo4~7(bmPq2)=hK-i>Nv0`07+ZX%b@wCY8BTK*z@+Yjw;t$X4G zF9>zHYe~~71k4n^6V22N$?0?X$M?zk_Z$sFg-!}EU%x428UjJ|uJg?FB`GjJ>r_9P zQ)rgVn2Pi%+m+Llu1~Wg@eHa(<5VT}TYktxZYanzBGZ~MLq5XrM^=?%k$}}unLi-2 z(UiWyFf=5>DmGGfmw+Tfg#4`O0b!yd!$60J#~$jbavx?CU0g`>QwAy;jsb4WHjpFT zxRJF}eVqydIS2?Q(uMm{q|A)#BL;m$6HvZMj0{2BxHug|q>lat&=R7B^ntItnHhsK z*_bMeebssd+rcI}kReKjZ}*6$#0Viy23_+q6>XK)T?b8c5ITPZDF)@TjoMzNmzxDz zj5}~>D~4*msUq0@`>I?tGZN<4S z1?~Iu^Wp%1X+Ld-kxpJ(@rts-W1LE8zdkOV4Qa=2v*Zv}3wXcX+VRT6!Wu}bjOLt+ zxEw5aV3q5!O|E}3oG2sltY~^pgZZNMWFBWA6F&f*GDuKR46iPquXn7Gt%vs%P^T_u z4tpL$FMk0U)mhGt)XsTyD#vEelpBp|Zj5hEpI>$k4p-`+b6w3^$xN;Y+5AK9C22{ z7ykx4!#^Yu=VE9=i^<(c|s40G}(+mt=1^5*)*?oEX zoF(ztAIZq(ir6_Q@L3OlkH}KOk z9>MF7t}9jyRlD!4PZ0wU72?XX(-sxth!47K{F`ER!u#^#sko4cV^;K6_r&B73d-$I z-0chWJ|4}#`BX6g_*_hcSC{wcma458P(RM^Mw zGz0JVpiS{BTI9+}V)0{OLWj`f zfy;SuuFdJt9J^%Gjhky=M2mngCK%oN#d_+}y56rw<5CY?TLPh-aPPu=tmr+Ok z3<+TS=Xy|<7OFFdOdS;&G_Z`q4p!1e{YVYL_C7UmJ`i;e@UEXjgN6;x2}F&c1o;3_ zkw9fMXmDV`LR4rm06XVjDHd4k0QG?oz|Q?|&k`Dqn;e1}{4Q!>{?`B&*j58ApAv!{ zjP8xLP5C#1_KzZBHd+@Afa5>K%|0{`F$4$5=?0B35gif0!vUJ0L3{UwEZj*<@2R+Y z9j$MKTn&D6m7ONa^d;3yYAPz!17G+_`dYRMo`rRyNAM%3r6ZMD z7lgUS+5vJ>Rv}nQUO9OK9B^CT&y^8yzlY04{6wzMrZREj5Vewn{FHog-3z~ixpE;Y zVSA*ofB5*P6aB+EH(IO`WE-YT8Wm9$?MVPqR1!oZY{WKuGAK|QxEcxx z%9Vz2ZrYZJOl?XIPQ)lZ&lfMT4ZcR8j4>nWl+_;GrF3B+W`p)G^QqhANZXd3cUerAtCzpo-d`wdk#1!Y9uPA&Ga2vU-O z((=mxzKbqiqO%sE(_w>BR$?y%ChNPxCK+&XaH0)Qo z#0=BX0GgrlU{dSE<&Uup!kWd9r>Jl?+-U4ERgy{DDHOs<+p`lYiOY$1mWj)c{;pI! zSX8KjouhHlgKN&?q|fKlAP0}fgpX^NDM0kyoN)s^$N@JgKaVMGZ&QasbkP!@@52K@ zsON+i5Kg7!2U6T-7RF05KwreJB|)h=a8exX+kIHEzHdir)ZvC#eT&eV-|A;ZwCJ-t6rXwYQqZ)>hrD7t8F)2hM>)O{(v-O z<|`>BVh5pd4ZbWjp>amPG^Vk3Lj;3g;WPp!sfQQ#4Z1#p`k4%Sz)qF6<=X^=>a>Ofk**&uXHXdq7khd zFH0|GpE)XC%fwW6QD4kl8;MFpY)lIymZ>XyKGd8keOwc31J0PT6*6LqNd#bH?aQe5 zZ>NC&WXYdOe?LP(Os%zP^mic%A~1}lw~%FLre4WA>q@8F$#y*U$yCfdS%eZGG2e$g zKlx$wxj1XRn-Y48*W$A|Ct54=!C-YMvX(}ZDE3SVZ5SKEbHYbY$CLD2-=rJ1?VFA# zv~puM`H#@jVL(+>c8s{9()d5iA;Js9t^_3{nSfHjBi3g*U2??)7RemueK(=Y71Y2* z4FVNU=9Et%rX%URG*aLC96M!Ayb32^l|0Ekjyz&=w8b(xVF1Ir#jsI{JX=epK0?%`F(*^pDaI(`FaMdNl@>3;0SnrZkzJ9I!iE2>DtW1IGI0=e=VinC` zl4}*8-|K08`+n#r?n*6vICvhbH$o2L@^Cv#_{mRn`m_RLGq~4efjQQ!$8l~cfF2Wx zHNOEU7dpM`Fc=@GmzIPv!-pah)X?R4)VZ;bk(i#-YyM!p??dz3#+N-%`bbkMPpnAH z4wASQik($Z=@elQv)6wIr<;DXU0jEmmpvygF4FmjG=>0%;r@CAipV~}A0(|aDB=(( zb_^11uAFozRoeml;c4R_d~~X!>O_@WJofE%cJ(ngeP)aO{kk$bJpk7ukzW&5`=tuzTrw?mb2+P zdWxnoI66S1AanV7;`hX}r~bLnUZJ$&Wy^bw#mw6=XVAfxBsYl<6x_X1AY-08`=y@+ zZ1sFS_XM~1Krn%7N5xGFa(2ad=RU@KZ}BymF-5oZtSM)0&X$O7{`I*=>N4T0@v$@w z%kHf2j9?q;WN3ojqBKxyk!%hj-8cPHUZMY&3NR*sc{=bqBtvPqrR&-=Qz<|e)XMl0@zBX7v$Xd4WeN}0f#Um zhZzsVegbDtu*sF?70w8U4mU51v!|YX?~frOE}qz)#e?4JsN@3M+8DMngn^eBpwZ2g zkuS2?zy@h*%Q`z46`xC4b9*lo>`HUi=@GZTz@J*R5Gjk_wv|~jyIhLSHTR$hqx`uH z*|VE)p!kZ)sc}tI%Kp)jU@NBNx55Hus}WT)$`vPvgBr()pa_M6s4=ee z!6N?Ip1Z?p8}F&)>NWi#`N`NfVDnYNs(%4AlqbsRx=VeD}MwQ{Gjl=gpIj)sB~gy(CzN?>|ZdQpz&cGBs71RxaR| zj`GX~NcUa$8inTVU&P|og@9>xhA*Vzt}IIbBgv;lQB1z1kIkxxOt^O6^%DU&{k{C9b@qXX?69 zC5CWs=9koX95BF1o9l!R%}!h6Q}3Dwx2xE)vD& zV#AIVa~4Xc`QTi@;M{|S`VndF<19F&ErQ|o=JMj{3AKjd+Vr*zXeYwZw=xfC38L3| z1~bKWL~x@5z3*PP(WABo3Y6-Z>1^Dozy81}tiFpZmuWbP!gZineKE*x=l2}k?DN%% z*;bKV)mrcM4M@t{g&+75o2-S2Cdbb1#l3cP;=6Xr*O0`eG;{G%)X_$x;K7n+Qdah& zUD%OdS_oyB#9L4dEYjM1cw@BqLKW7haen{wh{2ydF6c0upET2&bkV{?xV1w~9Vj%L z``GbdzA`r)lXx}-dzRe_l=VuxBuhTaO(8pzWav^T-MR9TsoAr5s;kwG_o|82#9!*; z@?o&hF`Zcfjrs_dWD`>N&W&dY`Mf#o@9nf4jFCr(*%M&_iLHZAchjz2f8o_SD@)am zn!gMj6q#K>XPM(}7&W~_aAw|ji|TUKj$gHghMA2XY#ssR3^|w>)b!FLS8KQV2fd(;=f;SVE8jkJTFHlR zdqR$VyS|<0!RU;Y>Z~HZC`SKFwt39`;qEo;Xn(v9uu*pPrf!WIh4JXXPZGD?Bk!w$R>VAy9#$HIJF6}gkNFDGjeL$ z#<{RSN=R%>mPs~Ng4dz{oWE_EVWP_}$|15D$Ql3bQtO)mnB&+u?6+lOCpY^L(cK?P}U zAY|Zq^%w2W;|+q=Qo274A?i;*kM2;?lDg7NyJkwY!`d2kQRnasnmK|vy`4%J88iDG zf%S`wLPKetYHyYW>jYD7FPI<`!Q8d5FL#b5EV_k#)OQ;nI|>*YlS#YO-kxt$zRFZb2wzHyqyk6Dp>M@XX!*vdv?4f;Y}nj%9UD42h@HJL~rWk-M1_4zxBItml)__ zvE66kA0qd8u;ZPBVBE_>d;C&d!WC639y9;Y%bs5hC5Hl>wlFL$dRlq0Cjo_;#$uj6EP zi_6%bpA!>uv!VVzTS(esE?vX%10PTR&R9H-C&nJR=!M(Gd?Nb2Y4`Jq(-LZ=?ub_t zYI>!Zc~pU~AGuto2N}UVr~wThcs0_Xnjuoc*|uqWojO(5w}2G+%|JNwvGMV?j4$$Y zMT&QyolPVD^m(W>jz+B6T0>}t2r{YY9g$+}gQU)no1ffwP6yLb*(~iYI;A&1RZ&&B z)PK0@{BT{g3H9?l@z(phuq#E;An}!1M}guEud?HV2J0hkbc7LAN_!(8@>Qrb4Uamft4`<5Pk+>(-W-x~*p4eWjskS+ z%^GWUq_qnFN^-nsFP)GyY(hmcN!Fd)!)&4}8?0?C?lva{bWMyVXB|(rxhs%XrqADC z)pi_R{)^?H{I5?zxw%+CR@Z3$uq-UBY%FZ-pz~`qod2(be1m54H;s6MMufyd#w2Ow z{LO`ogN5hsXQGg-?{nh`3PN$198Te8Z(EZlIze0`VXMM|nkRyb*jX z`7&i7P2$`OEfSue;uA}$OSN3_+;Qmz1qElIgT6#*bvE^BD`cBjvoQJ_1t49+BYJ^9 ze}WC zeaL6Jh8>A?A%VQ06yP?O@H$VmxBc1E6`!S8+dfmx1^e#hO2m7844EB7uSOi!>t|zw{6z6e=q` zIzKxaj%b+ac4#Mgnm!yM5a21(fIh@cE|%Yj&g??Z5R525Pp&yw2!|~h$q~>k?b01g zpH3JUoc2s3o*Iz__&gRrBc8~Z_!i;lC3PShplm!Sj9>)cq&OI$iZa!-ts*1$JK%-= znmQx{>;PJN`!R+pg&O^TS}^T8^sJlzt0MTXH8%y`*oDo4!hPVORk+gJOg@K#ah&CHjAb1K zjoa7FzR|?qnNf}i?u=tAI6|vp$y}WKKaix)`ZGCSjZ;vTCN@$wVw`Nn#?@16b|e~n zW{FN8E|fqOj4%vB?Rx_X4@$R!w!Y)x!`_n1++ON;1&ni7TZR3O1j2Jc zN5@%qSntQ3yIi-{oB0n2dz!P*qnn4U#a;2dCDHB>{zS%VeQDu|rV#S$_)xtETlici znJ!cQA;$u$FnZpp-^bmJlTpk!#u~|J9MGc>uj)Q930QUT5G#gtnORb zT1(MDUwQ>TE$K%macDEqn-hKpixTsZ$Xz*usi~9{>wYXNP)K`tk-+Ea#_HC3>Sgz; zsXT4!?~$iV9@_n&YupJs48|0P@JHm=myN3n&j<o70Oau8u5Jg}u3LJ%Q)Lu&awJ z!l(4e50Zi8vPa318*Jrs1kkAz`R6wnIx`%=NRvpy_kg!wK2%|F0!A7I(bumsl+SSlLKv_FY}RWf4B48~ALT$8=!{@1pgWN^>J>@-Sdb`%uw@ff zqr`oqWVyRcE3&a|!KFAzoGrCgP#*I$xq&1gr9po6F%Ci~v^E-oDW5w;M3MWOQ?e+GK(j%=Fp=E%|5M17hC{)%VP-5@M}%Y>>y%`h zg=}Fmq8R&NBx)>CBzX<;j(uuuNsNklRn}}1$u{=vLJ}iu#%^rclH%jNz8~Me@5i~W z^W5jY@8{R^<6P%FkNT4~i9vO>wvzY=Wx^@wBjqiDM>v#ThBNf-_pul1l^IStxoJ?J zcA*T1(}DL~{I7j`4Ca=E-HuioN?5NtougR16OKdz8?!y$VxQP`)3H{%8 z-tHR7H6qwd<$4ehQ#m@dgp`Wvkg!&-?K9T`tOBzKMNZ+_~`HdPKH7HL<5r*XHv4Vw-2!qFVuHyYS70!6CK09A9KF7_Jr5Bx+ z7iG0{!%MN+yRmsVlkv(~5=y)rv#*<7OP}eJTF>VsSigIQmG?g zF|>y}YSg7EIganrm5v=1ZksV&`M1y8k3V&lPvW5QH1}HD7f}Bc^ADL7F9~;WA0}}+ z6Am6JE6-ODBf8_@yJf*2W$u&(_qx$t$wvMbcKj7l(~2pavI{*L5kF#al9DT&llHr5 z=}WIec;X@)mBW`LhOB%I6CV4N`9@()3ei~SAqm^s`rAW{#g~}dHfcmp>pE_@l`Ep! z-RVpwR)94>N4l_YYDI($CxkY%&Q|B_h8FP%0(||0OE|t34zB0&`EEN(vlr|Yp(Aa> zP*GTCimXSA@5q$b9})6Ad7O$Z3m2%YQjYT$xu3wHJy@-9X5rYaR7_V|U!S)jWzV8C zpiBHww&uE>oKiDcyFG%&&Gx}s1~e0Gcwmy! z&>%$~UE`l`X<_I!_}At=emaC9U#iQHKI-(kAIy$HSuCk~ttB1){reAoe{!A?QYApp zeWpe-@QZ3lBXuoxI2;azYQa#N`u~pt zKxvYj4h7`N8*~m~f&v-q<>Dw7JG}ePedfWT#0%Jb_F`{=`AgW{FI(srisqx)=3ij9 z2P9tR0{PFnT#UDL-hyUK1a{?pd-#7(F)zHHCVXE-T$q*>u0| zo*D4jkR*FHA{H1h;-4^QJ@Tw8!*tGOB=RAq>`B*-?HobgF}X`CHAb(~EI>G_=B-(& z{#Uz->MoO-x2ArpjNxBREcZBh2Xm7wr8=sZtEYbmJX+`2u#k((iq?$QBozU-@$DO^ zCwy5a*Vrb`5oX-_qc!7$1V?xir!qf^qdtV&(`@jNCwH?X{n*yD%77216Q=oOY7I0e z9BGC)kQOP3-;ZU4C-Hj%V_WW4KM~WmjP!P8@e@Q>E?gz9=dLHpY!fY}K20qyZ>vEz zJT?+#;V0$rn2oJr*yFs75=Nk01&imp@6_VE-pBv~z8jy};eStR4MEAp0h}ALEj}h` zP4W}kl-vMr=Z~XJKE@VNSMjxYCz6<2TqQAxEm*AQdtG>*I}I?<-X+gp$`#Dl!w{pG zxw1O9cQfF!e&NP60HteQ(V@AptUJF z1hyMUAI$^c(7^w}v*Sc&)=yD&tF3cg!OfIAjB%uOCWT6rklJJx+(FZk3KRTKZSl=gZ`U2<(64pfK&Q-UG4cr%Dkn+N zBTUb9CtA-Ew!!g~8rm#H!Vktmm`7?3TA;k!ZnPe3+6qHCKH(=Y#tjAkI`TU&1z+T< zg)k$GNSG(l<3c&8u9Y3r$$mF$K6Sn8J>x>$!mjuhOFBkNh|ho9Pn4$DAye zY2$yLEmhUUwvOeEu@W~-{*{T}zxKD@an|_npX82HeCMTP`zkUc_%7Cy2!o)LJ8BVm zr33%SGrt2SB&p;gg&CjGAkcJ8sS30m`*(Sa}hirO*i zM*!cNtaZ#~dW$Y4*TOhI%EdAL^4oB(P)iZmiqhZBQqN*|I$&Bmn=obzPqg0HO;?aP#4I&1lqMmiAF zXm=0T6Xg+5ocbceXX=Cln`V<>6?^2yy#{Q$F8?mB4OV8adCtm?z(Gnbo^{kXZ3t=TK;Tm}hW#8yJXsSIx8b z+5Y3NzNLY|o%rW3_Y?JVeN9(-qN{T%XK$;%3Qefc@z%-qPk(4U`h zHP6+!PiLwCzLCKJs(u~VsX2!8yX4f7ql#TU52B}T zPc@hcp1ly@mp+52@_fGbwGiGPxr&`jo%G&{FqXXWnT6*C?!snwu&HEf&(&rp#niOD zaU>sg?6Jjohencg_pM~1%xUGjugmwT?)tx?P>z)BR*khVJL|jvaaSwBG@Zrw%+VWP z&JyO`2X2j+z@I96HD65Ub=v7G?PmPE=1@HI%>AE(>r(AEH8>n9XOyR^t}e9S3S)&h zXt<56qr)PRD(A4h2Mfx(8%eYNmI^j$VfAM_mmm^eo$<31hhw#TD%e$NwEV?3K@pf$ zUY8kU2`w64Gax=C;_%^jS9tmF)m;5TeSbph4qSCep_$zvZDbjVqS5Wv<+PTJm5^bll`)6vrcce?)S{ z0;X>^`Ku*0A7dwRHqL;H?e01bKIjOWhCB5!+nftbygzt(TLVvB@nS7{V7c3BMzkR4 z`;!U{`+YvYrku@xHGnB-6)W>H*|!7>8y0ux8>`kUq9yxIovvKSY3Q3rmYChMmEU`QJ^@JGfgBFJW8nF%9Ch6YJL0`I-w^{DE ZOOT^`&ytl+oCI?t5D0Ds1!FXd`#+d#D#-u< diff --git a/year4/semester1/CT4100: Information Retrieval/notes/CT4100-Notes.tex b/year4/semester1/CT4100: Information Retrieval/notes/CT4100-Notes.tex index ea9eec6a..f7a57ba1 100644 --- a/year4/semester1/CT4100: Information Retrieval/notes/CT4100-Notes.tex +++ b/year4/semester1/CT4100: Information Retrieval/notes/CT4100-Notes.tex @@ -1866,12 +1866,7 @@ Other issues in web search include: \item Augmenting link analysis algorithms to deal with such manipulation. \end{itemize} - - - - - - +\section{Exam Notes}