From 725980ba584a3e337171ac0fbb1e1b69ee4bfd96 Mon Sep 17 00:00:00 2001 From: Jonas Weinz Date: Fri, 27 Jul 2018 15:00:20 +0200 Subject: [PATCH] added README assets --- .../README.assets/1532696294043.png | Bin 0 -> 30200 bytes .../README.assets/1532696345413.png | Bin 0 -> 38441 bytes .../README.assets/1532696365808.png | Bin 0 -> 16151 bytes .../README.assets/1532696382476.png | Bin 0 -> 33286 bytes Project/advanced_approach/README.md | 10 ++++++---- 5 files changed, 6 insertions(+), 4 deletions(-) create mode 100644 Project/advanced_approach/README.assets/1532696294043.png create mode 100644 Project/advanced_approach/README.assets/1532696345413.png create mode 100644 Project/advanced_approach/README.assets/1532696365808.png create mode 100644 Project/advanced_approach/README.assets/1532696382476.png diff --git a/Project/advanced_approach/README.assets/1532696294043.png b/Project/advanced_approach/README.assets/1532696294043.png new file mode 100644 index 0000000000000000000000000000000000000000..ebe6a5a3e419a79b1ee707b8c447c6f4ec877c0f GIT binary patch literal 30200 zcmdSB2T)aOw=IYn6QY6v6h(pv3JQ`16hxGalA}lz1QbaU4Il!NK{7~|B!~pbDx%~Z zl&Iv4*?xs$i+Th-6ul23@%{k^6V=gyYX|cV#sCJQ%knFv2 z{pw8;l5O%NB%5SOH{&loAMRL@kenpBarKJ4P55}%Bjtlb?Lxm#kDv5-^Z4=2%T~|i zWurIWAtx8zr1qdJIjuFPRW(iAd;Yts$!ZRTiLpj|Y})S0_P)(b%$r8v+H5^6dznJ- z;ET)ObE~Jkd8gK982z`AZXQ{D_~?;K1;^rhX?;`noyXi`Nb%jopEqotk*0rNl8{)i z(G&i8ZA4Zf^!MfCP?4E^e_y^H%%XS9>5*%rn|NINW5E7>Vi*ZYz5nJdTkP_865rzR zSa)WhLshvi9sck-fZuxZcIL`1NyQW9L$wi+ro;=r+;cKyZOXjZ&020{mtd3(=}n5i z2bU#@THf)`%ZJxDHvN6se9X`3?<*2c*ZvbEwy}e+Uj021$>Wuex$6=!Ov!IPe8|rB zoL3=p-E)-vs@m?p?e!W|)YLKzk!k5>M|eJ3jP}b)N!3J}HuMOKii%oUEmQ@uabCQb znwt82-wD&(x9giciRVTV_=%t3*G({7{&L3mR)Q2^sfn|Vojtv$Hilrb+BQ|Nc>H>y z&&tAQQAQwhRc?2Qs_r>E-|H5Woq0On zyynN+%$ncGsk1H)R0Vb9nmPUc`6pW} zba8p&8$wBZeD*|tNZfe181vop8GH^a78)8|ehd=VJgGP>hU>LUpG$@FT;Sv5J9Fj? zKYu}@+Mj!y+^}e>m7A4SXfxgW`&X&mdHJtSlNLn_G)hWJiRtO-?RLo??(Um6Zm>G$jQ&&{z&4oDsCY~e<0$9_*)86 zQdbeu=ytWF1um~wWMU%zr~2D#)XMbqJ{6j(s}{*xAB%3BnVp^L%xfxfB4{}-i}ofh zEG%#s)PC>i7#kU}G^Qpl?@!8My9yzTa{tpZe*XU3Ha~H35mi^>uY-bHfd*3lqkMhTjXU zr*H{+W@cJ)a7bxCZa@IQz`a&Aoj2G9iJHnmX)mQ^HXys?6sC_kTVP45ak_ zM(5nz(qhtG_~=KbUP3~`u09UjBP#?*Wu^G7TTQQDpA-`lYjr23MTp5rNTj5vTU%L~ znwTi)r+$gj^E}gC^JsR^QZHd)vP(@%OU64RFK;=$WP?w?IyfL8V4u*M>`C(L@=|im zC4}{<{dCvxZ4=+$>5MifSx&CWKwI!m%sg zG9@oh#eOA@o4tm|=J#y{1qFM1`>R*4K6voJ*cjK$L>m_qbLzr{cX4rF%FCI~pTEEK z`xiD&uLcJ&waczJEU( zaOM`zF|W^hPPk)OwfML=ED^ad?oViF=x}1U{cO!?naE4_OTXvaw5GZ@Z9}L$o@|S+ zThl7Ge^ecO0o##I%>C>l`RaK`YgMIw`PNlr{q~=ytQ=_J$dj9-*vCZ_;?qGlagGY`S>gx9Q z_L|QP%ZD>*zoJX*vRYsLJs?oCPxKVmp2s10BD)sxy98zDKFxz$}=ZiV4#QPhFlJS{!ThrqLF@?%?2{r#Fxo<;aI!KAn8<;K8u4urlj= zIKAoKvhg49gIG0er@D&}nc{O}KR-RQC_!TDU-Tf`=&$fMZhKo3!XakAqRh=cSRJBc zWJGoR_(X5-DH{8pVu#w=S{B9BV4er3IJ_m>f~%v*XYyV7qnU(XBo#A#Nz#amj*U%8 zJhM;}8cKD{nl;zsS*q~z@-lAlR0(0D@X;)*M!vkP?8i%G`Ksy~8X@tHgbfF5eZ(NH zKUU1Uv8wU=cOGu;Al8q^qPK6~-pHb^=sz5I-njLwEd#}&L(J+6&OVu$>}qOiPEJl+ zh(FJ;`5)w|qfE7F+SODLf0DAYo9R0<{T0|>O^Gu2rFU+mX{xKh zKu?eI`0*mkvDWhPawP8%4uflAVuvXxs-uLQaJ2^+C13Ys>>?vOv@b9u)0Mio1B=+Nw7&FVsjnbX?zx36En`uO-Db|QHm^p3Wq;J#;O zXH)KDXyEk9={A&*RbvHKR zWKB(Tva-Ut%_6VUpK{JH4e++45fBgvdFysK=e@%@qo0qB@7{<_4Q1=U+nRg-;+IJ) z?u+$NhXh5%#1c#UzMCLFjA(OTxG+68S6x{dV|JUCUC|>VLPJ7A;_ls~`1pbK)y0v| z)>GY<78ZCfgY$2jLL{!H{lT>PmSeBxb|qFx_-pP&T+Rdubg7;@cMjKvGP;sOb@=dM z_n6^twzjq!gt9}#nl`sRLS_Tmi`Trr9C!Ypa7;`L8O+EAO5^-yUJBprjNO6lB(281h5!%ZvTkOF%hu9f4bRkOh3G z(QMVUxRx9rFG~8r+2a9!$^Ab8>L#>`h5b9Qygw2LW*B%M0u-TQ174 z2Ba>+3D2C#Q7y5VTiu<7qnCCx#0v$m8mAhjUSP;Sdh}@0Z9%@LrN8PQ#w8^!V^4kg za#f`XxB8R)Qj}$8aBb#-1m6c#2VA2d2QS-})Se~);m)mBWC4K*IBlqliJd-o&Sa!9o|BW) z%gc+3iptpsh-F1QXt2MZe!qJ*i80fI)NQzB#mj?Xz?wpK3-{Wy?i#nIKCrZOK)!jl zW8ZVKhFB{DUehF5y5#V!|BRaI{q0dXlQjSu&uLqbBX)32 zTUu{yT$HY&!fuvyGi8qS_PRZIz0k-#hRdYAIhv<((PO9Pty^>g4yn`wN+!T1g5KHL z*$A#vzSmc{DF_TkE%D9=zmW-q&d7_21;s{Ral3l%Tus3B=IH;Mt<=lG;(VZ^BD;GGfrm}>;U|6FNZE0;4 zA1{;rFus#kot2x8uC$?H8u4}I$`xcqPft&!bj`FkZ-V))P4)E?zD#ftcWS+uNwNymYr=WEd2TTUg{jPo{cEN+7PkS2@C3$`+W00;Sm%-TBiD#Gk~Xcb6u3s zJ~FamyTwT)4xAg^sZ*r1xOX%h`qi@pOQd$-dF%W>2Vz>BotXh#`2PL74I(3q+pO^i zXX&R;(S?O;wGsR^H8t3G$TjJ2-n>aqZ)<5G_DU%!5>iqo#>N1diB(ODj_)S}!@{c8 zR8MnrTerQ{zzVdtx98{QUi`cg<@~wzw+&nuv&qxHu6*1Ld=`vtN68)ZcTz2ZXs)6wa3TwmEQEG!}-w6WBO&Q3B)a2+@I*RNlIObd&P z2Es`xo3?DfDk`c`X!8y&%jeH`0F@3TxjcFDsWa~(5_(WT0M3SjifX0ZI9)|WWnf@n zeW}kIcSPsw%cHnmD9=JmKew<36*v(#P%rjSb4lJw2MpBAGk2je5iSSn_3-d;BCIdw zSDb4@Y`^-DB$4Gr(|^FtlQ zTW_{CHkw;loIQJ1_tnbBCtG^ZFFYKoMb>@v=n*d;pZJ=bKr5v*>CRod_#O^Qnww|h z&L$=%rq*3mR#q<8T5u)@_QRbf!uanQ+O)K^jEsyFqJaSc$M~(PKYqNt;w?r@5SLGs zX`7yipI%VLeSpO%#2XO-6I*o9{=tgI`EaxF1r;K6;C+K z$>AQ}xziiLZ|!xQf1%E4V-{H8R)XX&^Sqp#9Q45y`&cwiUb+;{**r5)wK)Fc;o8yz zAt9lW&28ygTA8{PIK9xYu%g03$Bku!mGypVZd3c2iqilo**Q6yxu#tmW+hUj+QM#5 zo1#0$VzC$tlO1*K4%$*RFOSMO`;1q=lqSm?{k^>AODDEq!E*Tw`pi$dXX0+%zp6X_ zovVD-(Q09Ur47Uk3 z&(}J&&3;=x-Ljd9Nm_F9N}sn7x+Nj(J6jzUl^-P=^XWg{8=#O~u)u6*(O_*vq2zuf1j5h?2+2Fd$&wD z&-7Pnv-2TBw7Ot`uzL@)suOp|MZ@}+M>%|!w-ArWePxDiWFqf#YJf3V?He3CNX?rZV=|AQ9ewz>+jzrZ>jW7~FLJYdc zY-?kszm2K>{w}-S^k0XN{hyO{e?MA7`@g~K{r~%|s>!=_&CFzkfQhlwXlQ80TGOa6 z*<^@6Ey&O3;^yWMTA1n)I(zos`pP`&BePpief`G)a|W*3aNb$$8NG8_$N_!R=*+?H zoSAM8=Y9AVAZm5NZ(&L7|)09GLZ(>bdbSb36XT2E=xcn^(^j!sRLm~?Onm&e`k*DSVI zQB@tCn5a>`Oh)F~*V`*h3jBA3mR?AR&}H2-k19Pqt@7@UDDtMpOUr_*MU_63TAdRe zxqvj9PV4i*!NIMqiu!iwZ)|Kn6cnsBC*8Vr^Cl@RU<7~_s;ZZ#XS}Q7#@cdmaWUYq zc+NlJ{yJ8ExweFdnwna;9BmEINuGA;b}_MU+jbv9Qu^@WgIw%26Oe6advKpX+UcJ= z84;eFo13ok{yF(g4GjkXQVEHw3jfo)T|Vy?IT}_QfmSKZ&dQpyH zLkuWI)Tk-27y!gG*r$r z9}qj?Ku@s?^+W*moGzgQC01%1pc)+p;(_**F}Gz?Ay14!XPdkL3%AMEh(fZ>gnl81)slCc!Wqa z@NQEM2@CV4;&dm!sj6yZVj@LaQCpi374zN{B&SM8*_gufHJ*zrbw_c{2ZVuYP6#||s1N?5%k+XB_=4e?P zKsS^waGpFoJQ=2k)49)|m(}*xElZpteJy(Jnko2N5Swh8h2@o%cZz?rojTPEloG~e zfLzeRtQ{9cN#4CARl7~wzDk?(5Wyke-va0}H8uhVboq;FQpRd*G>*_-FKx1v)tKtHk z19YnD&6_hwJn;z$$>%fAR@U9~=Ki~aulJ2~Os!d~0-*ZPisaLoV~c>Mvc9UXXJC-4 zS9J(|l=P*P`Y&z=*Vos#ZT^HbZ*wVf7afaCt4(p{_P({rTf=N2x@MqL0vIUy9 ztngz%!%DVqAG%#Zkjz&_d-o5Yb8~Y;Tm854#xl8QYd%2vazq6Hv5BC+PFhi3{^I3J z3v25rc0F-b)zGWIoSmItzkZDm~&xfJ;{6-|@%m^53qa+0S_YUM<^5 z0nIT8iD%DB)6{ZxTUfll^>yVvboKfPJ_cC|7YT+8`4^lK1RmBP3Att<5p{L-0|ySE zy5~I{l7`~vu)6T>D;R|P=H@GCOscA?%2=4sox_cm5f=w(_C4$FEm>KgRB;w&W_&is zv`bu0-qMmYsH(_uJ>SM4EHo65#rqiV40;jNMDSTVT|T?J?}FsTmoPUu6LpT2b{~t=~M$)PHrfPTE5K65|+s=2v;1c5yPYKcRTpEH>17 z1785XQ$r)d#ia~QwPKp8DCrFu8Ey^^yP*hcNl8hYOPWYcpuhv%^bHM<96v5a`Ytmw z6jdMMN`H`6woxGPg{!M;L4h6AFV|6YvxOiFK$+sxj53kqQ&Vh?iI;)uz?VWoOiCJo zLW)4?pG(Qko_}8_$icyJ&^yY<=VxCZ$K9+ei4Xqe1!#=B@@#vWdY(BDB5HUhvx%uG z6gXB|6g}sv0YwD`H`m_#Jc-f~p%-+X`JRb1zrNLqTT0Xa3I?QMP?#y~u!zB7$-rsQVTfnMFh>PQtkqHEL>~IB9 z+}WwFrKOdieD$hx_{megFC1@cYez><_wtEhB+cpy@%3D^huU`_`pNBFwy=s6aa z_wU|mJ7&FmcjnwVN+-}+ua+Co=u6x0-Rp@fyYYpMl~uoYY;258{e!G@JU(CT`knWf z*HxzD$0LYs<#gF$uyjB^)#PsbT*ABJqt2Z6 z>%lQ^z*6%TRDI@~j~IKsRsT}K_Xn*v&m$Pp^4 z(Xp|E!njMIrtH?1rdL*0kW*cpo%@G|ng+0-JBhr3aP)6bIJg@iZSR?yCPaZc+xX>r z0{A3dqreKCWO@1Z5vmc=)c$6cb38mt-9>iL`oZ?efSi+%2)p!%efFM>%@WEvTFJ4| zQAo%V-$rEDkci_!Tg1fy`HlngL0myoj(W4)X9x^70=N z(EzVN*Z2T96Oa$Pwr+N*;Ek#a8a|7Cn)R$V&LGF*xIx5K-U|hHv;JPXt&fo(0U7D> z z77BBKOYynz!SV59D3R3EV?#qhfq~iP14PP@tSlF*ZoZ{46jZE0Q)45NC<2qVu7yN?ckcQ> zsPYZ(|CQ&+XYIf8)-5Vc#x`@cL>-3`|&oA#l7RDAbG&Wwe5Fwt`WdYh{B?iH$ zo+hcsB}t&u1~0G^(3>3q-;E}7?mxWi!t}8{KU;j3(hjl{1a}?$(@%Eo_}_6X{ki;q zN0pb?p>?6QWfIvM{M76Ctg*L`0O^ZOd}@>^RzCi#4b@ zD33Cs7e`JImc-y}Fn&W=jv|EcK4kR%#*YRqWt5M2hL_Xpsr?B6R*+edAXb)^E;+0~ zm84^5Z|v%Fs0=uRzSrXDh$py(gQQ#0WI{U8+lvaGuUp|)6UL2i*|B5C37-3pyCeTc zC{{$d)vuv~q%R{= zhpH2ptw6$T0oTc`L}?+VMe;5N`UZ2T_W2h6_$Ck57h#1nlQ zmhZN`{Tfo5o(r+z-oBU0Vr6awP|>ufcpV-9Xf)srlwsb2l!R_#bs$I!rCr<^Wd;2J z|HHv*q)@0H=4dtFTK~qe{TZcBIYSX))hrC2tOEK0d9{=F7}*dqH}s@|*=53VofE72 zhYYk4SaBS9cG;dNaBfb`CVoyeYZ&Q8N=627e*@)oWCDwgh5@FYb-)_OrC;!zP`MFf z9)$ore$=H$!lduAvgn<4_4VDa#$a0ulX`zE04fD@GP4OcE-f~;5BmoqWK+q;`}gnZ zoa?DaR!QR?+1lbt>>fS3YiMY(=y37R<|%Sll;M7?fjedp<-lcF{~A~~KQFH)l+%Np z9rPM#X9x(P!NJ$f)_y+QNAVoVUzw{TVso>DiMm-3D*GLin z53H>dd)@`T&LE-fM}|1%%S2D_Ob!4(gVnmQ9Ekm}?t}$_;YLbQ@{8KG*Q#V>WY`JV zvmBh98pZa@!54I(&>?A@qN5wx{OZ*!1Q~os$35>E7@Q_21-}STfX&T9u?w(5LtVXp zJO)(`GMt~9&ELG@t{J)pr`H~;i!aD;Dk?HME~a~WN@1_U;52tl@3X41vZ3MHqW%s@ zKLB+g?qN{s^I$7}la_|uq8CXC?)|Q|_7$Ooo{*`S{(jxRb{OI7a42HATub+}fe;#| zjsx3(x&*f->;5a+o7&NRp~}KHb(vsjV$${fJCocsmwl%5leZ{ zo#-u5NYQ4ob8tMmL{sE|o*dDFe8xz0C_?rYz7EsMlP8-ZD$YASkk!&6pxd=zELFYS z4haywUx-lG>9Mh zIoa9MHkV+@BA(;PlkiKO;pA+otE=nmT!X5snQt)ystlPsSawF}QtG8Amw$u9_k^T| z4Fifsulor!a}=AgOuZ_2Lrw188!ni{Vnqf9a%z8e#{Lcq329)!IV+_qKY&dJu2RMP z%g~ZaN=j@zu|>ncSe8IV+Dpx44`R~UhiIh9rz1*vy;#6=u-^dz-?#_&%QCVcJ=eu=dP8yNLx z!z8zK^ej&~kB{FQJap#)BFS;y)At&|ck|9;WQjXCoKD3m{COYAYntZs%hnGcb`(B( zKevD|M>;56S@`>pBy(puB{%ebP1`I9^FJ?U66ZA zWo8Nqu)jYp+0fYs6a>(=l7a%| zYePdrC99JKk&%%gynq3i*w_+t;jIh$)|UtC`|7G$M~-K=4a)wD7cYQg1Q;0;&`Nhh z+9t};=!%;fuu*eC;s98KbCV7}Pb(l0!DC3HO zUsP3B9|KRe2z&#_b>YU!7!=^@swz5Xm6%4+TwGT0NdJ*ae*eCYQkrxtF(EF_ z!ca?Piw(X2O)QA--)Rg|D%!l?ivLX3le084GQVFNrx767T( zwK4CFS~<76E+t&uJU56KH&Iv;Tr}hO7WT z4O9~Vr#IkA8e&AToKr=MNKK0Yol31FNc6Bb5A^qgAJjo^$Ly% zmOR5hpp&FoX0dxADm+|WMTMA(Ve{QD3~ME99PcwTC8eZbm4{x$hsi|c{67i1V2De3KQT7wM5 z(aFhLs^3t{#JTig8U#1M;C$rhQRq7GW&dbw^dpZ+OLG{gq=Za?7|Smz65!)&M@g!# zzK0wQ=nP{`0{bfQ`z%R-2H`>j)`hR-8Cqu)3t?ER`K=`LV_>&;kHO6t0xNLn(5s*z z0|NudY)nOR3Vmmd8};@o-M;-A!Q{ z)LpB!PXE%f=DbZ!O`UxpW$in1{v-9fcJ1y#6-pSh%C&_(K{cZrUq`P+*P%v zvI%^?@C#5@3*$#=zd-OKk4Z_XYG(4vzNxY)(Cp>2XIs`k{`e6>)T_h^!w|h-nx7j3 zR&jsvLOIv;IBh>{JK~cp#v~y6NNFunfb+AUBVmh0WuHP~K;)wJ-zT_q^5Vrgly9&$ zsniObwVCZ_ORA20(sgk$@DttdBqYDNo3RnHvpH$$`T4^(rcplTzJd@qCn)IHlB|GR zOEe!x9lvCAo|c}2!=L;nq`;+VodFgA2{c~?*52fe?d@nCT;Q zo}OJfCSjLPlJ9bXb?d00{RbkN)*k=wvRpSeJG(i`G;uCxx>rVsHY$;sqHT>9AbY7fQVldM60h+qP{B2@O3Uyl3xTcxT~jLO7<>%q=orw+y~A zNTR@JL<%0AKF}8ER8{OmIBjtvQ37^3(DncjvFmWNC%TJPv)eRb8Hj_V3!NFMhx1~9 zQFLHn3pgR98CwK4t;qA2GyKF4#GMD4-{};GKPd zKo1>0+=E~RTc#C{eD+$0tg1h2NMiKbPH2`;scT@cy1FVR zD%u5N1|1v38u_3U)k)_4zh|E+$Ur z2Y)N@ut#%$j?>?xllX{Ab^pswL!$Ek4i@T1oDdiP)vNhyz>?;d~~$5+F*y_ zRg(Qs^x?zzuCDc#tmHAvbI8eHjAyF)2L>F_xaaWquO^ND^a;m6E zjq48EzV<8J94w1&TA9qd98u1fp5#6w@uonnQLZb0sh|V!9d-p2n(BL>ScZDsZMCGC zdV-W5x}>U(UcB{MSit9BG}%38nq0&u_}%S0c2u<&n-5eHn;!d(O(Iu0)k=Jzr#ROVjU5VqYW@if~VLmuMk%S!1iw|=B) z+@@-k@<`)O)pp@)E}zt_n4xYu{q?;E-^I_FwZ`e1Q+IEq$M;u*ivYgDhQ^3k(No2F z%2A8sDZdM2ldIfHN_R6}_bIuwvT`(M@mN`JK%QT-?R?Fs0LUBkS(pIObZCM2De`=e z?|TRMQ@FUe(hD`ZQZST;Sgr!`lc~G2s0^jQy?v#Mtt9-s_EQ+m>$qeDA;q0j%K>?? z@SICtL7{>z$I&14SZ6|+5xS^i%3XJY&-5Tq44&XG+Si%{nr=zxf7H) zv$=gNHOIo=7H%;8@S`c*KFk8!4A`j;z;a+~U{NKi0~Q{a%P1nP3CYr|aC&=Cl}5(xD|&hiMHhsGoG{1+6&pz#>aDX6P|41%Pf>he z;DL?yB|H~y=YhzGF4=?xR+UU$04o^aK7IPMgY1~ko9mZ07cu;g+}^uZ77!?nZEe<2 z1%XsS)=6PFiHyt&9q;0zx3_oVZW}v0EihQ?i#?0e)7qcW&D}+22C~JWU@=6UmQ_AX zOaE`=qq7f4K_RCNdvt4u*)%EG&J?fr5H=P;f3v_u&)Vu6#Hrrs>FbgmH>bQ`7^MKy zE7!b^<>}XiVz_Vl0s=qp{x9KaPjGvT|B#VU-_ioTOHom@ zaSPPMfr$wROijU;xtO%c%|x?2rwgyUiSKJe?HqUSB!rSl2c;t~W+S7xo@Bi(YFv zCA|!tI^*JUimzqmm&5zUJf5x5oatG78?`&1=T7zeU40oejFo2(JZNMqiBQu|_0*nt zow_B2Gc|R#Jw;3Sz&SZ(mo>)&-?*hDt2-AD|>r;1(*8|y2p?m<2jEI#bPvh$Hv42bDb~!e97me0j-<0 zyJhN^edN=@sSdgV?qw-HU-`~f?t5*+)cQ$Y|1HCFU&~_w>gLSqW|F1BJ1UR;+%v%c z_WtdoGfH&Ehl9&XS9)J(h#eobJ6yL-78Pjs^Dn7mA7_+)$1 zdbn_5G|0zBf>IpLgwV>{y??!MMKmN&z}0*cfGTNh~}j%hU3TQFwG z>ww*WZp3aEC8|`mwBvjw=at1|mdE&}Wd&@GvvfUh*`GgONOwgc=-`Z&v`YHBvakln z17`{U@&ZVG%bYnJg11%YkMb=V)#dBw2Vb$6HdnHLRL;j7$XjY<`YEIJO@?)3OOOsMk-e+WdM*>M!NFk*KH3}(ws&LlJ&26XmH)M(r z2zB-bAV_EuJ88icptZg9px1eACPgs~33c&LW1XIyd^4dNO>3RtDqMOmOMiv)SsGy$ z00|nk=@)S%%!j5B9g6j9{R_}sDK zVN9iw=V%*LBCTWQ7Z&Wt;}$%L?gVQWoy)C5GVSwp|GZ17IxiHEetZz2F zIvu?U_Wp~Q`3ljT0X0|ZVh_&9Xj522UcBO)$Ep04KWQUC_AFI>tqvndSsjTNc zT<6QKEYnzKO~u_B+N|KIEEc3Lw&-V>e6yu0^fQ_JnCy2Nbz$?+_UIs<5ns6vS;}g) zR8jNJr&9Q564ew_0-{uQ0(D~Cd3tg2G<-|Wa4LWW@Hl)MK~?o^K0f>5(BamGTO0Y( z+FF{QEK^gxs=VvF+IS=CqpNl@q`wP1`i7OJs+zS@OE>xVt`N%>%gL6=at)4%s+0LP zc`P*Iii!PacP`g4tDoOxEWeSh^y_j3)xiOo>GY)+iZuosk1lm1aJWo6m2ci8wmC3| z@bd6bP*Q?vKp(?icIwor{;m7nuFh=%y|LGmu%Y<5veLa+(MJ?i`{&P39aGcNq)6ow zH2?ZP_6uXE(X{geTpn7@t*xLt*yo`{u%GaUh1waz&<6%frNP-D)GC`5pe$_cKLZzF zW8+QUF5hQ=$}Q!U<*ym9bdRU}ouf^Ni-?E_XT=1{IQS<@x2x4WP38|D!tyNg{dq)m zd^{xug~i6&BLRUT9G%Adbjl%KfAATSVy!JL@j?aV%`s~~DGndzU;y|Zk-1Rbu8}Xc zD{&m8su|265D;M?gZCM70u&$gS$P;gQPG&ZsG?JL>|}4i(Nlv=uVieM15SKIifdXN zoVF>1Fj++<$@?&^pNA>0Ki{&*a+qXF_S?WQ73NA;xF8_yYdrh}Ju5cYlD|J1jIdB8wX z_|Bb}Kl6~03xvacm81?#@npw`+5EoGT+&g2Z~V_)W*EzcT%gPs#d_abWb zgSu(1=8%Q3E9>ci!mo$gq`t9>EPF^&YSO-cn_pYhelRcP?Zcy253^a9Rg6$bZA?Ze zBSZq`M`^tTV<^c2!s#R`ZrNKKupW^2UkiHmYGrx3CW0US&pF%%jZEDe;^OX@`6G7F zn}mqE4zI%%#<#?wS_nIug*I1&SpP~ZyZ=fnRY|J0+DqHOZ33%>=pv~{s&z_0c z+3^Qe1yZ&mwXm^yJ4(vQtEhyqTdF84V?yb?&>>37y(a|KrLFsKr+HZR>xs%1Ur1$8 z`BsUc-HZ&MGs|ns4|z3?a2f?XfBqFxi$P6j**!@a8Md=$_w3n2@BUT-gHoWTh!|T$ zWWYYngMIhq(3xi#9C5^K_sRn`wGPaF3t~1>r9fiw`mX>?2jfyBcpeB#NEpLUgEofO zYCQNlJ%SDr^)CKK+EksE?rzp~<{P^E_K(S(jhf3~5_*i_fqctHG#g!Ao@aAS<&3TN z8*80!jowly5>UMffq~@s?}5RTE~4U}C4G#sS2rTLf2{sOiv13L3(c{AMa9^c#ycjw z#&B2d9XYsbr1`1uylr=0dhArE?()`Ya_SMm^1L-@a{VNc0$y zVt7m)76dS{P`J#x@+l7-@QaF)3Bn^lPCKL5Cw2J@jTaK(L}#9VUPLN5W?&4chD8wV zpq~Jp#~a7dW%%7nzxd>GeY%zqSTX1@&_Xb7QB|3qAQ|#`Xcm+SniJwk1vx44;STvv zpFJZ^gyW$H$XcKr;N^l)#d4&^YYt%(-%uKFuR{bq3jbz(s9jhhn#zuoV>oQQ)F{j5}7BZ@d>@-WmhM!BIt#PoEfY4piY50Zte3hnCZsyt-udnH1AX6 z#6HA|8OxlD_To}l{=6&bka3kt-}^{ezTDe<`9DKK^aQlD3arxJy^~w((+6%nV7>9a z)`h*4X}z&MFT0Y@HiBQ-c9c)C^?rqSecDij*XWl4=Zmez#44+RuvPQ4#fD&Nzp z(3ZDNvj1&Jtsc2XVP||pRcup)pXjfra>}tY=|$$-lVe8$&k{?D)XWJ$SUkc7BMM*~ zF+u$OyRz_gPy>)H9bhtr-ete=gJ>mBtXuzII=iOm`~MftuF(J7j@9Z1XCatx_}?)} zo|>M%kCYUgx14g&U!4&5U}$1uy$QqdaA(b!y$t$WbUyA0n(@>=SHY(UMFpRSCj|E! z)ED^cxT$KQm5ZTxHiQebHPI`mr&j|J82AXe4Cyce4+~(YdmS5F+Bc0SayZ!A^YIY_ zgzDHxnZB`c0b&YZ9B!?I_;@^r1(`@>`JIA(CDa2YJidiHY~xs{k+9Uk{FsB5}37=fBj7)tp~-24oSKmDqO10j7$f6 z|L9WWlHMdn;DNoGnwmn+5mU%{@scbn)3i)4%^|W^k@;SMoa!@l7GsYRMfj|FX(tHT z)4ZRaZGkuKRA&li5|Bm6{-3uIEpVer=ombb`Y`uwyxV z7XJ-~bHq*`>lpq@otv;dQkQFEkBU^Era>p!S&K=IucG9hm%1n|t@gz#iBlKxzwD;k z8)cVm8L7!x-BLq@tPM~*N?Q5Ova5Og|u|-7wgv4xLY=q zR8@&E8?5X;Jl6q_{Xp`>?-#6_Qh(5uY9`5d=RG`)0VxD|c0cqDq@XuZ51_VLo)B+N zd34H2`{@x=PV{}m7pk|ueN{d~ z1T_oU);L!ik!u$}l|(~LAX||+1(ijU`^@zbo)w^t4%KP7N(+|Hbk$xs zqrf%K=Il~T-C%8ta|F=~tJxU%W)AvkJbUYId;3u-l29=YnY8-oEBJD~g@^a7s$P|i z^S{(%zkgM&(*zwAem-WMoz&d_=jCnHt$+Wf%=`2&! z=f{C`OMh&CA1n9&btK*%ApQH8vJCV8(qTeqmriiqQ^w%TY};<)cYW-0WBJ$l_-`Yi zhR|Jm`Fnoe)6MM+EoFK#X}?&H8lmHTELjs+T2V^D;>`BYjRQ$L(H^SG2R4=Jmgk9dr9)$}J!l+jtE(|0<5x9+2V4lh zfQ$f#GI6iQ#Pq^2fpP`_nmmVs!V1h5mE`>jys{#-ES!n(L~nw!_omLJn31 zb2eZ$upq;*t93sbihy82O8Xi9!8>=bZg>5X|M2&ZP1$ewjTS30QGk#fH2OQDd7igP z{U3V%kjMYy0rcPEaJ;(f&vn%xiv<_#w2|DlV@FuQPH+A{QT_9R@Sf*`-<%@OZu-Y| zdwbx+%)XCC>-Sf4)6SGFG8KJc8#eqqubYQH9o-p`D*$_RX#rF!frI$(RsDNwl7ZyKL=8Zyj|^#ATV9-l|O`4Vef z{x^Z~X5u)K&a0!DFJgQ^CgGE2zF zfIMCU2Wxq_(Mc^Y^P1mI>X7k$iC5S|$UhGzeh%H}sC0^CFmqqnqF5Ilcu(bn9if(t z+Urn6t^MuELEPOe`lx$^xsJF}VN$(#bE|R5huk}!XMQO7=I`gXw!ZFtoIgPmdOgSe zpO-nflCB_g0~dLF%XF1%)c~w~`<4iJ0jmJtuAPL@C&Uv7A*W({e4U;4mZHb+bW&B4 zXFNH6KYnaDRy2H)UTEbo-IC8kq14>T^oCvg+&SaS%`_s{_T2nxNr(Q<8YyGY)P*zF zwP7vCgfNcN3gfcRxLdlThw*rKu})&1+Ex)2_1_q6$*>q{#H=ES?824NltEMJQl`L4 zKxbsEVd=rXKL4;V{t=JfNVQ7Nb%CY4H`fx(n#y%EqdbfnXN;xV?1zaLg=_|o+fbz4 zBudw{pxGY=Q6}wK75!zxJ02N_dB^Y-trog=e)@_NSNzcN@okz%rE&N2P}kaO%b;n* z89?^40s?!4Lj{dXtAf$sRhqhMDUU7!ibD5LVI&?%v*Jx_9AaP*6xH zgrytw8Dfi5b2c4DkGF_Er^)G*uQCit*Zi_HW(hjNH*$KlF1_oNggFeZwb!ytj7X}0 z!gLEM0FtR%CB>%wW`1{~m83l770x{>=tzHIp(WVRrAkN02PDCm>`y#EY4SOVVd^z9 z1N~?E_2Chndkk`r;_%!axiu%qDpIP)RbxJs6i;+DNzAtwBr0`k^>CTl-R7yX9Tb9o z1fu~L*8+?o1(=us#|t>4$$dp%e-P8atXjpLfT2)JVXQVjo0ySt{?w^E@B%}|;Rgc( zgw&R%78DUNF*wL&w=fRT2E$d}x)chqoj$uM#D$JcN^=l& zFPs^N&nn-Bn+PBqNCBFN9^lK~b8*1T;I|Xb9kN|tkhNV6D@ci)9UjqVb7o35yx$)M ze+oEubP|ih4Lb0TK)P$?aedQN0!uceq2!SQ z7#U{ozq*VH<577nFOQ@>-!rsg9QT0dgn+FDyrs#npy&ypTH>hB4G!-;y0m?vFlQVx z0T|1(%*?xX?v(pKI=k|4D%XC!+O>D0LP}-GUdNcRkfBVUU1W-k846KU#tccZ>I=2Y zuo0moLS~Z8LzAgeX0lk43X2StnYGUSYJcCkuJ78{Ir}>P+4hyS*1O*Kd49wFyYKrE z_c@xDq5izxwG!mQfgw8s?Fp@$LOLCdA+t_!Ycw@&hw~w#1wqg9pQa<1W0s%_20v0K z^5%4jX`dVwt?PoSOV&s^5;XKfb+cPZY$q)(7$xrgG+?BtIuU=084q;R&Z65Pun^E4 zFoTbkw1o6g*!2L04nUmmDto14;tlpeL|B+AZdhxY9;P9d0QiE$q@puAEsiU z9^6royZrtBIiXQPiWUQhyucdPBi zDR7ALs~6}%f{D?Hd=r^2iAA6t&Ud&9q9`ntPHt1@+x8&C&Vug=WWo!RVi@pPfkzK{ z)IMyz2(^WS*3nP|w1MCO6Ug5Fe%qt?Yz8!ejBn~pP_L&ADGP0QEpL$)prAts4|bzS z!)62hyV&JjYxCW;`hYZz2X`;qG8Z87q5|#!OKlp=2mnV`RLw2V*JdVo-ZyjqDU4VO zS3^SJw(|)Bdn_8v0SR={$X763_Ba3PK*9{68U`Y`<0w>UG@4IM?Fc82Q(SqNd$aP9 z=+=suj`d?01U~`Z&q4+dzZq8p=w%%l36d~$L!1e-)(tpm4Fj&4s|HF(!Oy}RNo}^* z3vzW(I%LcFNZc91!Qp`S!M#huBZk-0zYD`6;Xvs1QAwecJ0bfH)LcL_ALw*cTNWrS zt*pd@VESZwbPcS~W~Qg1=>+2U9)hm=Fy0|p&w`|%?dEmbD6PO8qE{bgZW}HTyzCoN z+&q0^83`qdl*X8Yvn0F{9SC!PNsPuNE)D_c4z{MK#>+{XOy;VHEA z>&W0AL%W`u>)|Q~N?H@N2ogblFtXw2<3l9Q@DBjy$8V4&17s2x4?GvlRqFz~r=SYp zF|D^1Of%jY-3aGSbWx?aTPSt+WQ>xc+kEwr??KPkyoTFXGx>}SZB19PQSIbEvQG9o zcih&X@|-d`dQ=sIIUsUj0_xTOco!D;a{b8s!aL+~1X0wPxYO{1>dUr}aUD%L7xM6q z*RCpS%cduc9Nwjx@2z@S@0p+^5@D=3t=*}Z=R$W-+cY*Ye3;cSCWc@&&!&v<>{Tci zBgNJgx-E7|f!wF68i0*O7Y321XA`x%J7fG@VM&QPsKJQ%pt`B3s=B%aGAUO<7+V;T z?BKVAZ5A=*beh06{Y@g~)u&&MEx}l^H|pmr2Ti0xuY^i(jV>1l0kTFM9Jc)OT{ zgvo@sI7TX2Nid8!JnQhQ|Bc{NpJKOt`-AWl==;(N8e(OoO7f|VhY`?uasL2&VUC#y zH?Yl{@kIFLLg{&W@%o?N6F){J+^%>IqN3V~tuRkRd~j>#0pCdq5^9u=ARoxfdt-pK z_s!s{K2&8wI^_Z`ZMe<5tB`=`U5Fg!!NxpWv$m-re)8t}b2(cJx~i;kf8 zCP`g@m-hk;5LPxw_CsQKVA^ER*MNK(tl3gSp$uOC$?lYu@#F+D+|W=7{7^cmcr_A| zuJ!S0d!1yXi{D$c5xuMYr?WCM;bdqgm9H)cwrU3DvSCyz+Nuz9@P4fzNj*48_(@25 zbuQs+hN#ZS=%k!mTaoVffMYt*W4)hWtaLqr6KpG{;kY zDp|hNe}{f}+6EbN19UE~Y#rACh;`i&bKt= zATaB)`%j)?@_67`a7~|&mMu_+d~@|rKS3ej?&LK4g3A!a+IPs5FigO%$2caXPAZKy z%yXgi_w-S8kzl+kRwFj02=~pXpKi}U4uiH0Q*N754>HDva&ji_dB|rlVu5!fW?8Pi zrOpyw>HXl)efLQYK;8CCfk4iM%lEp_ds$|Op)+S!A;&^7@w(o-X1^#u= zYGS(-;hUz0q^K{F2iIy#LgMi2rBtx;SY*t40g$qARQm^PKRWZepXbW=Oz8-$_e;9C2P znnMsPSjejwv)#BwkZ=G&gv4b-Pd(A|SWjDKB+lM6tgCYf`Y=5mox^F8Qc?!Gy2b&k zE@!=t{VIo+`!aUG4q3-*9LMoe{JwGh`kRf8{v|i-b|?&Z6GZ@0fCh^v9QV-NpFR20 zk?2_OPyMyE!jQT_L0fx$i=oQY3lQ+`C+zmQt>k$eR(={9mq69flc|zNY{kVQg+B_^ z1<46qFAs20QFLVuCEiI)Qh*R{rVj@f*P}ll+Tl3irJP*`_8ZfymT@-dO?8 zGYSOE2j9JVm0eI^bWR#t4WJ>&z%X35(UuL93oUlq@1v;0!ij9n#r18rhFOJCK-Nug zkWe6^tEdWC^o4E#+AG1s(ptl?vvPs8*G zZ6j(^3>M1SMoMxk3$3CWU4s6g2Z%)neYBGZj6cyV!$xvGou&LSlF|*9BKD3acy=N= z8K7iM2tE}__6#Gvx)~K!2%1`X|Ih>10l|dhe`JmD=Qb(a+0fN+nYrx^Z@FSht#8BN z`C@jip5o<4S9Go_xXx*??1tF{C)aZa=BE3KTld`+cGj_Aj8>r71~x~R5x^|$N}%M? zJu(=d6537#Mf78|5_elDf;^eZJN9}zgNh2)HYNn0(JC#lUP62W!3+{m$PSk4DN9#r znt}1c%;kleurc<58vTQh9|OZ^G`SP%%zG()vY{-|II|KGNcaxYElPt&M6yq^ZIPUG z*|IA+oj3Kgzjk)o0fr_^ynbg~V6%dIT&26z)$y?I2F4o6&YbRB!sMnzW;)054?$BQ z`xylsHuKCYpv{Yr$pi4V0vpx_9_S9$gZnd0Pr{BG1|zp_v5^5lWM`iNk=?4q?TN_( zf$A{QDvudkn+XPS%oIPP)_%^vZ{<~@Zr4aChhZGTfEe_yoKtui^`|51f_Y1F2d9)S zynZ`lFJ9p*%1S<2Dc|(u`ZQ2q(sqs&JU4)nNI5xch5IRu1i$FU7^lG<4q z2B8k?69k+(dUow-S=tuy=YL2>TmOx|{ja#Oou}`YL%ompwe;o^pq`!TTruTI;l;w` zHuva_Y~-6UFW)_sYwBBZH|o43!MybIJFGSQn|sgX)AS7j7jJv}Erutiiz|zYI>8#d zM@b=DD+0DIik8>?EOr&^l?f$vRDf7hZq~g`C2@YD`1%Z=hml*v1u1G8q%h z@X%1cJ*Nq38}VeaxPfedgd+rxDG)w{g=>R4l7*2rXhj37C+;4jsa9dVzdvLiTW0Ne z+($chKu*IXRC{%I)Q8=2g4w2f$cE z&h+r|B80`qk01A+9ajbLjA*Vl^@6KDoWH_zPzwz!nzg3~8tN^9XqeZ`jE|Vj=57%~ z$4Zo`+OeKx`ods&5Ek&!Y}|2ox ztO@J1#=)m%1hP+*?`X`pH9?|)aTfSy9?yc-p|{e!hHwd38nG%6ydmTw!sNia9qhmD z@G6Ba1}Q*9RFsW;{l<-}8+d2Xxz@gTp@NbeZ4&gKZP3JPhi>y6>)vgaw-BQn^&QTR zO3KQawk%|fH}FpbqocfBTqY1rc@OC)$Tv1M8L+hA^MF7vO)wemxO9xn!EJ>alc*!X zNdae>_o$lPJ)~gpg1*D-1-wB*C~d}uKSB~F@ESnk#60nF0i&UH6a#ChvXMFh81q9& z>Ec1SchGEq#GSgzE)Y2MhQFi1-|?3W+sHbb9v=5iQ9`wKb-$qMUb6-~`x2;d;H!km zHd?rbl(t;Rk^gA-Ad>SwHfxbfs{p@xpv~zZ z1UH0e%EdXK5ED!x9(r-y>s*tksyZZVeKs&6#DR^Q?U{OLl zMMdlT`%jbasoGnj1$!ZT&nZ)CqVH9JD>{{0s02rs3P}%HJmvC(U4VCDkj0+ zSO-1gQetAm_yoF1#|=<<;a+vL`l2#CkfCg#EK>WubE+>_S%7rM$497mh(i@{UPhIQ zvhsN#BOy0Q?I#+-3FK^aR6-}pI1@wwCb;b9G2#G-b^gKyBmvM!+o@C{6T>A(4J*mOqAdo_>?9ACF6;JoX4}zH%CYZzXMLOEcF;b$JQaJmnFB_Ip?5*bXb_X zehJF)37RU>WXCADB|1@Hm7|c}$iG)erxmNAX6dV5#{+PVp*rsmm`xPY!3YGfNtDns zOad^15<~q<+&k@iuHCv&fF6X$bpjYfnH0jlvt;;8uk~?}NI!JcuRW zIrjDTa!VfB1%Mis5M+V~a7)ti1M>FnTgBJuL#>^DCQ~yr+?r4?vhyh!`PkRw2?Wk1 zL&q&IZ_2{S!{ZNV52Tqg8wR8<04`U)xy!SX>nFjDaG z^lXW=px(#_!aP{m-0E=J#vYjH;Zw@)EPQ0|CR2&+XKQtqZ}p>Hpb;qlcAs zOe<3Mp|>NAR5KRNkoTjOdG+#Ty8wi$j}aDj2e0;rU^NMr=cwXQlOr_K$(?C>TlZD; ziw5CkgfGQjtyl$&s_FKhhKDo4Z$h16`nJ+JH8*9UtY{BS2p$b3u2jOr2J z9xj%izaS+!z^L8K+FD}0Qtz;m%ZO6Fpa}rHISv!ce~m2B@6*gq?9OY|hTP>Z`ewi1%*WZGN}qw$G7xN+ ztY3+a4ii%BMHrcCUc*@~1VDaN$qvUDOtokW2#bi!pp;Eduj}fvc&s8S`k=hrY6}zY zFOLxGd9*tbV7)hw4-8CAP?*-!Q0^@N@FF~kI5f}Q%zKyu_R)`<7>*zVE;@lXW4!}1 zYVUr7jyao>^_vvLZD2^D!K8eOv8V=2j=zm7Fe~7Qc)`RdiSSjP)?#Qb-a~t9E(K;M zv@^EBtFH2{X15O6HC~Fdz^vrG80|?MXs!Q4}ez#07(uWo`m@L%#zctF={9|{-eQd8IB=79Bq?CcSEvV;%}6bKZb#(i&Hyyq{G(Ox474-O0*HZ?6mzCru}j!52*MFTJr z{v{yhEk{t62H|d_c-#@-++ViY{3B*^mj@O<_ZkZ4(9AT2%K){f2WI6d2DcTE5+gpIcKl|iY&unw zl#~SI6h;^Dt61Nd=4qs~Zy&M&L9K@x4cJ3&PR{1N?26?PF@6r|pYuiEV({IyQlAxpyX}7o38x+S=sQ)EMYUzeC|^V9*EKzwk2* z`t~Q2*X0$e5BHIS(C$L(3VRi0c&#AE!6o}75JGzW27nbs*paY7ggY7Gp@QIqdXoiL z&&s+0uuD3q;msR(2lL~|1l%*&4I^0YXzXbC{4^!w1LZm5!wDnYm;u6i0*4@>xfasF zJ@!3&w$*o~VsSfwR0m!mp;e4QEjWa=X`yb(0h>+4i9v$85UU}wJoR91GwT5lkAh5H zi!E+1u8>x0OH9=iYYqExYQ$-_gYf=Fv5FDV9daEXR03Vl^%;|f1RGJw}wNHWY4+7nco zfv#CXUXr#Ytp%<5Tqh1Po9Q`YVDa<4uCea;Tz)IImBy^swIwTatsp7dE(4?SJ+G=> z=K5z9E1%(0@$P83g?enuO#mm0>LwtZ6?kLYm_r zxt+X_sy~f|Cf?dw@vO3Ri#M%pERGpp!B?vx1F2C=@$gv*x8woDlg9t zD`*5!0KypH6@ao|7Qnoy76a_cg!6y$G!4 z_?1SDL}DQap>1t0f)i5}BxR^y5PbG)YpY`p6D5R|Gl6{#fQe7u*~rEQFjpU@PnCce z2z+h3Z0fyx8rqkqO*&;fkasa%sKQhpen!w%_oIGa*rQd&?EZq42~^DmjGd{GZ&1ya#4A{$~K zjrTkr#q)+Q9`G#)B{A5aoSBIQ*vQr%R~UFX;$!RWl{dH~a-!*J4SYP^-0~J&j~%0N z8LC8LN(6&3REyvo6AU#?mKD=e&EHs8UcA9z<)s?Yh0mxA*gz7_sYi|s4-Gvq6-Qn7 zYfwW|(=sx<2u^pybYXZ{?A9x!2q@o!IWQqH7LP%<#jOe86xM>LBrF|XF8s_&=Hur_ zog}4WY+w*p_hXC5^GZ~Ho%r}s9&<`O6hc{rp#i3iItLGWczDEN&WSn|XHOB%g}Bv# z*)bR)2f@HK0jFL_T5iHq#<&eNGshD{S&-;ckDD`;pFB9-dKo$ zT#1Cw^XGkaaf}k`2*@`Q!x)~|N*6`?NP^>zC?QBPFsSVb+G)K8A~=93#I0y9%9$*t z3^q8*t{y!9{Lclx?tjHPR_@?mQ0=hWWTG4OjW;I5hizakue|-JQ$lw>a%NDZ6k>E3 z_-|!D%=4Vj`iksKgL5}(6Oo-O4lkrQ?pvcPulj#-^Zre(`Wu%&&Rn&uyU|ji?8Xh^ P`{*1vv_DVN?w|h+0bdIzOASBRFr zQk_S3Tc4s*n`+~A*%EWx#oHzt#=JR-_v@KucZ3{lZlk)-{O1m81;4I8)eVeX-Cj9; zZ`!x_+}pS3)*LDv%fc_+kNWN${r%O!A=1?N%Eyyy}IA!eVNSe|OjPQC-FHXK&t|V?1+^ z_-$>6T-EjwzwJSJ9D$VhgQ%`T`*z|FF_|mc8(V^PO&n}&sZ;H@RaJNHbSC?wEi*3e z#DN0`v?Yn}AEO|wZSftpT50Mp5%UZ_tGP7QF2i`R_2>HpaeXEx8MahSUd!k7a~BtP z%FF$npI;_rXmVP4W7tR&AHBqT@nV~exUWZUZtmFF*!uDe-QmNzrkxp1%Rg@4zFoYR zc*nS7#zQ{sqZeHHF0!Q_a&~&4Y`w3DuzA-mkFAX@CE<|RO>WcCFJJD=d^x^x=+L2% z(7z=ts#glQ@cd9)|D#YrE5ESf`fvNU9vJ*{?R`=Iw~hP=N=K!yRp99nW^iB z3;tvu6%H@&HE&3u+fuhtN=i!c^n{L8w(1}D3tB~1BmH)R=`))LsHoV_o}Fy{k3RL1y<4Ss z=f>t{&nGJ8B@`wY3_kP=HSNqh!1e7Y-`(T9ymm`d-8d@oTAyQ)uUl6YW5D-`r6G5lzH1M%?ye-E{v@`i!EQbG_$&YKZ3_xV~%P; zHC;n!>(@Mgg{X$m^IyMy(VW#FV|=prSWmWLqe*Wtorb!4_d7qP@#PsA5eJ1}8a5dj zYKc?i+qWmmZ_>{hDgGQR*SRuz@7xPHLnqx5i@w5pf&Cp`2TnId zi|ESBH>W5i8AZEvR91?S`3DEnP*J@M3^Xt_9GRZ(FLPS9(pK5Sa#~>B*12>drL636 zR#r>8W`PNp!V4v7Y3XM)XLFq%KgcoqRK7gmq%kF*zg4oe5%fM@eB*)H=hq*32c16` zSPnKfH>>G5Ff%d5_ub1-W?i1{?TnZ7?d$8ytk`sHOIE<{lfHi4+SZny+eEo2%5t#W znUQyvDB_)MQX=U{jyQi$IY|wuA1>RQs z{(a!2wC#@WjMq0JO)M;g&3i6NN=kN94-F4*tql8Oxs=b<(BV2I-H3cyjO8v){tLwVT%))Z5EcK`Ug^MOFY@*imj+Z*67Y84A2(?BONf=IazbLu!im#=_&T{we zXQ!i`fBqb46!Q!W4D>lBusNx_Wzw0Ut)-=P{rdBQf`Y`vL~QO1?UDploQ=)BdtBVy zc?AW!6|QBJm7Sfu+}!Q8wWo2H$QXNBxwx{hlUo_cZWdb`uP;rXWoQ4jv7w}>$U13@ zHN@b$61!kxVnWEuy65a%dTJx}m9R@O7Fcj_aGB#Gzw^pnLpmxkT&vIB-9?6t!Jm`l zK7IPsX^_!Yzmy{UL1Q|4i^Wb9W$krRQpLtn?^(_KH2YVnydOS&lDl>-?A)zN)66oO zBS#$8m&_N{a&mI8+=UJ5{D>>RsmTJDej?K(N<4eF$|>3Kwz#X$>H|&-2neLw>2S@o zJ$=nO?mnOL15z4_wMB5>1>h?TSH6^9br2FWn zdh!|@8z&b#bqlhyyEyKj?lEZuwqsbB(E3!4g@whF zCr={zZ6uv@mvWe)J>jliPY`Q(X(OWw#`%w~n&QnDQ&|W3gRC zMYkJtS;n&6zH?9Lxm%BN1+k*Bg^Aq_kQ#hJ$m#A zckENNhzJXd@km1uv0~ZUF3kiqgO|7oz;M#lC^ z2&ZloE?_N#+tEXZz7Gv$yKT8re3w4aYgBa0#BMMsICyP!Rb4|vHG&L>-g>AS1PUH65zcXmO6osCW2n>VvdOFyufjmNiqZhZ`pvc1*L+9=T8+@@x0{l;yx`|Z-l z7f<-k_*NgeO>_A0;mw%@1B=@{_kPWrr)hRNpO};hI3=54Y}t_(mX!28h)qqIljWed zdd}@@IX!9W7Z}B{(jGs)qM+cf%qV&FYEenaZpIT#OeNOiLqkJ)w{MS*j4*2-U~GFW z#s6{XN5AIAMNM_73CTz4>C-sUOr5fci3yGBA~o-hy1KgdcAIyPcI-aHLF@nmwo@XT zbG{)ujwx6v_%lJe2Yrw>hgSDtbYx`u=43a(ld%2l+veukrRm;x@80d$u_Ik04{J%x z^VO@Pi`<%dCMp?h-P8spilb|N8Q7J8;j#?W7u-n&_MO>Gpg{ zUwV~2AK%x#NitRI4k6!7p7BaRY2^LI6CxW60U;rs^PfaG-BDjsA|thN#*}e|h4$6n z)I2;q*b%0^`P0}x%`zt8#DA4idHC?*}haH7=*`vHQ)3f)dS+USqqLz551%a*VlAL55JL7)Pyo6mWR9ui znEdruGa6cG=wWpFsVTGZWoh71KMRTD?(%02wvw`mnR{pF2)AQJACgYS}qJ>@X-Exuq zdHS_JyaV=lTO2wEwnzx==(lfzr`)y)Ffv|VT>k@26OdEd7XZV|%*>r~Zf;I3Q)jv> zE1pn~8+`rxb@Z}1R7Nbq7(lU+4ExM96UNiH}UGl~OmGPwOBcGmXP@YDWNm4v6q zBkT+f4TE;1$p?o93LO@HGn_G8ARB&B;qaM2!-lv@vBd1DuUEo!uaBwP+S(c$r&yn= zud9>adNs7RIQjMKS6q^U{Csd3rH%cUv0<8<<*^)bSD2WX7~K;S4K*~v7YK?eADWti z=~G|VH8e6A|Fxt~c{`SIiQuhn_&V(UwHzdXpy%#4rM zcXi#Iso07N4(2g#O=t|^lwq&|L5i76ougi9YH9+DC~;o3QczI9mDbXF6%j#%SzrzL zW*r@!n>TM>yLQdOBBP{ay**V;Ur&#G_im;WCzQ9mRs6Lt=d&5RjLRr@Q|syL6Z>^; z?nQlleI+F&{LLs1psA>&#Hn4ZtgIa9=QrD~rkkQCza_lXqHk&%5gK|%h=YY?bt>mm z0_U2tha=h}cDU1WMN_1}a+AQ!pQNO23oVk9otYK(b3-UTY^sad=_oBnDJhSq-(CKp zEh18Zf|i_o1~}*KTTw=F!~XKw%H8N^{W(Uy6B%ahOPQ_ZE>4Tl{pd3t1^X(8d4gO{eGDLZcDigfOU{z(mGJEUJojd62&d#_Q z-`hF2>KhwPTNAuIJg%Z?+uPgYlHwv$RszMs@ejYbUS^y*4N(;4x^IPv9Pe_fP2Idexg7>)ZeM z1N}E)ASihBP0JBU;E(qQ=>iCk@^{*v7@h1xTr?s*1nG zJR6FM?Ah9SK~2|%+h(GTHBNCxm-*beS=_7$UdyJB9|4$Va2z18C=j@4Ke}^_K$0$9 zx&-WPSY1)6y{J{cq;3&vGpL(QYGCLU6N@J4L&wW;@uGD*K?M{CVD6D)f3gErJx7{` zp@Z6y#7e2KNE5xTw)Xa`WD2SpC*03nxUl;ucjd$uL&1xO>FMUi#^V5T%QJ&BBO{5f z%$_ABPS_EhY3ez~pHIoiG=gMEm3#m{DsHZN_wKSrj!LSke$DesR^RIIzGvRv#VE%= zOb$X7!7)pSi>GN7ofi~zp6bd%n;@>K#YOPlFL<#BWmHsD&<68v+)l7jo{JY3&~@dc zrGG9hWvu8^T)9#O$o2He6Ldct;Iz!LB@KCbzxeoJY>)Z*c^7BrTs~tgp=34k@s~|+ z-n_vJ$N3LyuiYMA-nnz9ew0)BwF6;pXOdpOrWdxZYi_=CqgjT6LGuzy0`WT>Bhd`b zYUE0-Q5y6Y+u&$`(TF?KrQ*>3{d1!cmJ$*Y`Idv5Wgxn9)rat%r{$uEr(!$ZQ?}G& z>bA9ECnZ&fc0Jk@Spw)H-sd{^d)|N4)hg}njrH#SlC-D zwIYg&iV{9Y$45tRTUv^^{#qe?m(FAC76$7`75)%#T23{Ksg7MXw690KBTeQS+o$BQ zvCl?L`KCsblN*8RpI=iPt-%2k2Gp~%vWV64L)Zn=o_SON+3VM#lW+*RKy^`74W6j- z0WT#gAFY}C6H@%qY8#V#YydzHaq2wx_I{c1Cr(%v7`I)7a3}ZTB?_=o!Bfc-Tf+^y z3N2h*hK3Cds^`v~yKD1fw56(yG5%$>h|wZhSmLg#v^$9@vSG&9tSCU%L6TLezJzjs z`U@B4pE9_H^4pkT%_Vx^@-CzJ3EZl52WQkNcV7J@vgHibgqyRPk&pO&$tiRFKj~G# zrtrUFpFix62JzUb2z97j)0Ly5q9T$dFi%C5*4>Of`Q`%P0ssQk2M^|2^gBX_30xqq z9&UmoNwXBF1l#5j4}uLE_}5Ag>JTTCNc)S$PTPoVo1uNh!T~Qv&+?D?7b$SlZlANZ z$j9zmMR~fx&;uoD&P$8#NZ+OUuggsL3Z( zZr%)~oFdk368nT%?f;ttU({@m7IbLs?=REg{e4N^>OY(Lr?~qfg8+)n!phoebMW_( zj6K{*n1Bf4?BZh7^eRP})q@g+bYNfrWFEi))tyQ#AtAwfs%uVnYfTOR1{neSm;@z3 zo3ga5aNTfB3BZcSMjpU!92^v3W=_0y;i7Oc;3?)j;6Zk*Zymu+RV1P>OIp_qse624-G?%`_y?b-s)NDYb z;LMQiW+oIcHlq&6exT2ct^*Kn^|IO?0>!Y+}{{{HbTJ8 z0{{2@Ls)>HpZuWzZ_T^8u6^BZ@y3lC#OeetyHG=CDLDV(0=~lx8y1C3?iC+ny5Fl; zW_o%kQzukr#5})z`Qj_QHum1@00##L5bW>nht>v4`!VdoX)dlga2UYu=PzEQ&wTm4 zAntsa*eF?hEgJ!iY}bKP3u7(A=-||1E9>jvoscwHczKuGQj{_>GFn<%CS(EcfDO#e z%>nsDR=zyOl}9)B^YepH^8Wq%P@qY5^=pa3zi)(Z&Xe^Zr8~_ry zxXGKkzYqM?!Pe;T-Me?sqq`Un_vAgg@g|4(tzTL`-~GpqBANbIE8$-^HIp{!gC~#{ zUr$mJ-yfqRnC~|KjIeocu8V$%_#1i$-+8rAt%v`g6^eheUH)hF=3hQ0$UkGdD3gl3 zJfL*{hYuh6`m`9`fl(nd^V?3{fs8lVOgv$dt;;I=jsVo)WsuzN{}wzb#lAtMOH8~f zE>5&YK+KBw{=Q(x|5W=D9|u(jbQ=4y8Bm2NyV20l?A^N;!YDfjhp^p`R~Afv5 zM1_p_W;H;9yquhXjbNQfe}AGT0N6)|H@-(90r#>wwuAURLh+AFMiP^fd=GOCMQ{E3 z4jC9?^3>!c#1};mF@>uESo2{Qj8NlTSAUL>dkodQpkr{Jy=-8R@Z!ZsqSmMP-V@0D z?c293O0R**em2Km0m)@k%K+mt>n~oM>dpbUVRv7Fm<^5+6%a80{(u}_nGF=s{sgVF z#e1VI8Ysqbx2~XvV%(~$;EpwlQA|yu>`or5l-;`z7>uVyo2pV zMn<}*&4XK;%PsMefS0<9{hcUmqaVUR(sInY&*LoQ<Tp%OH}05|(~RpSN$!H*qwg1%m`)QFz|%=tZYC-L4Sv-JNmEWvxO1)SQ& z7!K=fbTl|DOuak&>eZ`6^a;3*i@ayg9(PJytK9s2*YU&9u@94l{NWCWAo%t3E>AgKP9J-I2c_Ii#}lV7cNg$Qb&3{4t0aPuJ3t(SItkqjpPd6>WsIlqk=|X~nwo_f`2I1i*W@cI%8U$8%Tw0=rJKb9VnWQK; zS9vYg9_ z#X06`7vBAfrb4I?pxnRz9x66Ib&`jbxLelZvfP-7l|%lFgfIQ{)YLDu_g#!n_8g(2 zqbo7`6jfSUDzf$KJ~#!hMW4LoOMm}c78V0&IM1Iy=Qizt+I-u@OjgNMRaCS> zwE}kKxvuP+59MNTEfaKe3+_i;0ug}36xHaor#eGlfLc%n1q9cQxQ>qr*e*=>+F=7g zHF1TE)z*2G+a&PWvqoI28eaxWbMp;|Q5-s@_FyAmF~@KsZy#=lX3gm$D$m{R>Q2eX z$cWw+&~Z&#+Hv>=@5_LI#3U3*A?KAh`A-M#!dvRiGljyVwrGMbnxCKF*F!julg7Dna}Lk1@ciIOzWG#owQzeI$|BEhB=Yb=GUK~+d#Mi!Iw|M6j&JLw9 zZt@KA_arJU5hWwPJM;sqf9D5B+tuYIwTn{5K|A`qi69e(tC6bxzx}>iI-cxZ|MOmwyBc{$GzU zW{}6SyWFAC76}7UvY-3!T(6UinLExfNw@r#bfJrP(ADkS${TnpZ~n4vmMPv#YM{5x_>UK)t6e1cY?r*Ry$pMIGU%+Yk~6;VE1)@iX3wMBH$L0Qzt#74{*!heK2)%- z_Q^Zy6^&pRD25FO_wDlqn-!Oo>@1FUm>*q)m%Cok+S=+)>EYplMvc?ni>kP9Ur0xr zGb25h-GKw0uH}{WE$`}EZcTq@`_WgHI_XK90%z_Pkg?79EmWXSfR28QSD@2F;XY)1 z>sY`+-@`w%G!AiS9lmh;IjFF&?chHAR$HD4|$;oHFTso zF5UhZu5!-qlm8Bn)uC;4a?TXMpjNP(`-@9+wB+-{ z_wZFcHY4A@ef$31$Y7x&niAK&jVN|ZO-)6)u8l)&+PP!L5jr}!SgAA{e)3pmDw(qA zP`DWAKdnj-l2=w%dTfFsB8avH))0{{pjuIhVKLcFcF49nK(_!lA*@#NQ|xJ$g9D`j z(**{5K0iAf+cO^@TPrIn8yQ9O>g{8@?d+BTt)zV+Gokc#m~27N&AI*2 z>h4`!3=~+4+~3Kt?cpGCfbj4G&46R-E;W(L~sH>*|BC8v`7456xY(~d&w*V zh&nbilbPP+;P$79cr3`7w}9P`=SMHKe)wQEH&i|05POM={ElGqL|zK+Acz(r2?`!G z_`FGzq4!>`j{%g{*4LkUc%by*Vkg@TAXb8}H7R^!dy7Q=61-9XpF*c)i*aM^m${5p zJ88WTLIEv3#&`EGpe=wUwKE5MCe-H(#D4CV&&tVp_WZdrYY@?H0?6Ci+%WCgzH7%t zdaZ|WaYU=3jN&20$d?l_M zYcT4{H`h$N-Ll&*UZdl%h`D!$jSZw6el#vXmkeiFLiI}>vUkK=0cJ%^J}lgfl?Soq zIe$L;-1;>GL}NJP?)m(=pvzjWudf_fRg~jI3cQ|> zprC%J=Qt0zT%Vm|RY}POb-*s+(h9GB3jpXQ&~z|gv*A4`%6lV9&;g+ikKKm=-A7Wa?J@W1Xm!1)F!h`3gb@eAS(6{27jM z#6@GpXE$(`76YZ1^xl&Jnqv8*{g;Czig|+G50=;=Ixqv=@~g9AvmLn_+OzMOMj05` z%N!;}3iL}I*f#Nxc5^}BH_S4@35kgy%g7NB-$aC{PA`Y{UlCS4d;a`+CZ?+1UZ+{N zboHFqw%V}!R##VD;Qhg!!SaTX|7cnAm)ke}c2uMRr_V!8bRIE>V_w0se%csFYhsm0cnoJTR6)61|jjJD?erA06n7^;a``j3x zI?1zo8uF49VZOfeUmN;=lDKfQ-6>W)^SwMzl#I*7K(zUTaj_4Xz4L$QBj?aZgm?tT zm_MI-E#{fRd85sS{q3;Nzju$FqAL5wc$@yM^N?Mn|EBLU{0|LnjP1YCbBE|xih;z4 z4EPu6D)9rDn(h7YiIOUr7k;yiZExL(|NgtTk&W%hc>A9-djHx=e*`C8=#xKKTp4M} z`oHvNPiOZGKVNP!l}wqVX?N^Ph18xni&rr*uw4<3`|9r-#K_PxTUQ%CMDF|>Qv9E) zb__dEhJAc|AW}Y{#F>Qp`I0=S-G)_%H7Xl+zPhSP|3fGjkQjRQgO#sO89FkwQzy?n zsO`sUMgV9SD|&c12U|+}>2|@6|E2k%T$(0+!bWv)aympqLkK2X!PqSt<3~l?QF_?V zoJj`21f)aOAsq55k$f^$#?PSo<=Kzln?-j@*C`8sNl)SB9EfVY4iZTE=byjkY8epR zsYg7}mq8?BGG=y+iNO#e&PRA-h=_>5xEO1R*L9lCd;WY+`U2uSzhJK!C$b4T*3~** zMK=Jcg+&TjYuZj|$L4}iGr2hjCw?@POCP5waQDkwz=F$U_poo_`cOcBuXKmYylaAO z3tw^N$sT|Dkl8LB^$HhuajXsjX77MKgbvT^to%aUz`y`tJykV5 zx1Dj-lYrayUo|U~nYym76;v>dafkYs%qT+0&ZMs> z!b5w;SIr< zzCC;Ta*dUW4ve4<@mLP@r6`?ta&pqHetrMn8zjy8Nd|=-KeNvN`0)cbH;5hqAnj87 zEbtqfnP6ve>blwnm=SQHb~6I}L*xQPdlea(*O~(h1*-p`(~JUzIuq= zgM6NyoehQw&P74D^gY@Qkj2FCK(nrCN7~%%th|VVbdnT6CA7zjmIGP^Uxgg&B$XdJ z2O2_DFg0a!_k8v&LeRkq-WOcAyw(e=o~(Yp*$2rz9zJ{rFbEn^Zq}U*KV4Hp!z6V+ z1dbTmNo&CzE6fQ9qqs^`VqLwx74TtOYstmP_U+pTH3fg8?SK1bK()GGLb!tsD%-4- zF=A1$AtsDLlp`Y}ZF&6>q6`We86IX5B5InhuI0A8+sZzdI?UsE1sB_tuq<8%OGP_c zd8b)^V?r5WLma3Ab|r)*TvsCiCvp$5l8pf0WKZX`M@W#MqbjBl{Yqe;wdI-2APbl+ zo2#GPn!+yBc6O@e&4TBtZk^7;Yk@6`o)E2j)}U;!w9UvP#1)l^6;(elu!*HvU0q#M zQ$q|v6(V+U$L>H!M+dxibPC;}>Z_}gB4>hIq|t?0*P72a4-Vssaay#p~9N1RV^WE2O?#XZc2%mi`O_!>@~ z>c9aNwv)`v*AC4npNy!pH}Laae9AVPS6@{XkG4q1Yr)RK(p}-^hP1{+j)eI*R+EXz z1VU7-LS=|?P{u)C!5M((fpnrOqUJ$gY26n*yW)2v5Euc%guuNacU9LMZ*1Y@J*zjH zpthq`m*4$b3H1beKmGvJOa!J zJ7Sj6)01r67^DNB1;Jn@cPVM<9&icNAOpIFQ|IZKzv&Cb5<0UXAQ8iYAObkko>B+m ze#`B3gV9B_%3jd%Is(EuIKaxhL3Zo*?WG2`Od_NOq?;+7Z^A|fo_X~6v4HhhOn-X3 zf545vS10Je@UVO*kd?Y{{ydBn(ydO2OSvVxe(qN}&d}~)Z(j<7k;tPK7PR0EK=#jd z(o|;@N7)QvSBHk6J)Yv_RZq;ZL9KFfaQFz34dOu1G+DQJ4bv0nw0-2`^g*ca=!@Lu zS|zG}=bV~%?G;qNzT5iIb~&2Qe?)$H8&I7qdiu-_Q}2IsTmD6i{Xepzo?9P#tB>sE zbwuu0{$`E8sp!KRUxJPi&eP`D9}l*UGd!$${5LRY-u?dzy}BXUXBtVMT&mw_0Ujd1 z$|9~?kN0o>P15$?Wa7VJ!2i&*3!)*cK}tdYAMrXJ1^HwKGAuEPzbs6*z55>X$&-Bi z{HPI0KQ`cn4gx=*V+2Og^WA;>`Sa)M>Z@d2Fn=T^YeB|~Eq_bJvt+5JDhyOq=V3u3 zlZKoHDD5v$QQ(0RhxyyuYtBPnr+4l>db9TJM6z&=ijTj)0`@-)`O`u~ikg$1J>Wbq z%jk|;gx}{Do+X~?Tc(s7DlUKL8yg!M;FmN8|_G)TSLE3GR zWT2oIR!<97`C=)M z)1sn`NN-pfYA&j=x&p41DU0Fy{ zFhawH7!G|5Tl=>OHnT^1pAoK`gv;&HbbRy`+Phvr4W1~B7AoZe# z+5d$IKffayH-r<;ieFaX#NeQ|3u6l19uwLw@X;Z!Vj`ul#4Zyh+r)wTLQJ?Oqc{Q* zR#xXLs)$?ZLG23#ZCbVPSO-&3av^U_}fK}0a$>!RWFn+8EI+P^KU`=NKZ>6DjBb3>7YfW(S_Okmzf5&P`GAWoD)&R4DKWVz>vZIzv52!uD1= zsiK9&Z{gK99aR>B7nW-VrCviI3uoCvEBFAcWOKOCF)=Y#rf{X<_{xFR_gYrCOy_k1 zt)h6b2mOeRjRip3gy($H-Ou%ig@J)J_BaN$x>dvfR8_Bvz4DZpK0bMJ0nQ2l@c8dP z(8bgH3k`-v;5Oj86RX;|i8Ik%^q8tF-ji_jNAT|!;G0yuS+)jW$`Y9J^XK{2L>YuX zk3lYgbPu-Oklq2qnzMXGEJZm(r)&+@9G2WG$XPf6At517t-`xV3P4U8?C4M}rtX6` zjSLqtv(}j3dXmsUD{WVe)(=||e?nX@>Hbi42=|rY*@U}YiV+LMj-rvjv#i)aE}PG7 z)4AKj=7`j#zO%pGU3xk4@!j8XvhBL}{%%o@u^In#leJ_2C5`g0r1!tUw*Nb(^ndGP zI;CK$i;6zjyB!z{XWVHK4QUS9dp_H#P}`F9>(DE)@KSHa3fFYq;r{lGLBQ7R*UB8l z8%7(jj973J+zAyK`qYh7Z9+;w+9yF%+%Gc}AN|#iVizO~} zXiBa6vNzNzMD!OEI=1`E*3eFO5O{^4T-TD{ZhFPyK080pRzM634sFedxAQ}vL}U;= z&KM4FQAh)KXOZM+%pVWdIy?z$Xd3|76a3zieaKB7J9Z42WOqtHul}LxXB)qMVb?DM z_O*RhU9c`7RH`yOqe(fXThh-%1*r+%q6H`v)}!??8HziuX&s*xTHb0Jn+;zTYH7Gu z7_@|lqMUwQ8lOX*=O|l)8lWRTkG-!pbqkgY zUcrYUJVd1q)6nqP{m^QcQQ@_8&)G&IZ=~#|jhQjz9l}CG+Xhe3=G0trCMA7};8ZD! zpqMA(*4D5i$>z{odb_(-dR6E5r&wNnnw!0Q!kC>>mqkdZ3_@<6Fsq5bB>F&Jm;6~}8cnA9J7e4#-idj_`i4SqJxXvDd-af5UB04P7O4$B3fhAJqI6hGU}szC zPb@*w-NZn?-Eb!Z|_| zzcJg0Z7Su7lPBMIc6L@(UCC22P&qnGoQ*(L6nEriWPDd$%?y|#v28aaLP1*)`wL4- z5HtM=FI3DEOdU`QdOFdrho;aPa&_WX>h0_K4u+B%?Ikx|el}j!ymtV14rdJeuM<~% z=RSJpvF2F(1BsWfIQ+meTGgdlD7+Z&`2>$n0AoU6KB_!)6P+e7My;oN7Exxi1GMr` zVOLjH0E*ZSlBayPGWedPCm6m*Hc{f8+Vw1}TEbMh>U0XWu9Rdo;KszJF4}$s-@UlD z3fuYQo?RjR6)H2_i*u?@9g2nzN0U?;#qZvIgI0nwpkco$k3U>y9}h?ePiSCGB@5LJL+R%D(Pq(%b*Enn$3@AK)^ay>Fs9u33 z6FHraSK5t@DedWAi|U8Uy;}1D>C)3a#g2NWroGsCz}0uMvqu9Quuw3uB(`|*_;FGG zB?C=v!me#38?Pa#OB>#~lbk&YEd>B{-!cBc;NT@(E&xN;paz)JP@;+A2~z7&Zc*@7 zew55W2f-=S-$#OF{LlxT+^3c2(eQ(A&k$YIX=Y;7MGVf+1X!# zxT1e*!>w0;HBlAvVjh|VST&S5V1o!uuVK(Atv(Hqvbd;7g~zsA*zgcCG&bX{S9|;r z5`e@VC_MsbNdyk{o^8WvdJ}C0aXsl^>`2dG$^|g~E5vWy*k3461iPDyhryVI?ld1a z{s?4I_OpSFn}QD~(ckX^jD|D7hD3}8svbBhVtc3#s;ogsZWH^${n6`1ZxXZWctV6) z3H{X*0h#paQ>Os(27%4ty0Zi|0DtrG@l6es;cB^p2_ZGd-kCntwt*@}bly{KmU}{-T?VW3|h=EK7q~~eS> zIsDGW`B30zbNWwbf1$ zDVssHDwZFC8p+CbAu>jElhd-{C*AL0&WxCMrqRsmMZYXxn@AP&L@Z;z`jBoP1}7+o z;AzSUEh-niqoJlI#;qX~A!NgK?p!i^6QtslC%PEv;A(pG=nsrjVf-BT9LojcawdGK zD$lj^Kbi0Z;GDDDeW{LM?W*w@1NLv(?U;I=sF(84?m=2Uvh|MoLO5Q?WBm z;cdm{8r-i*OhO)aw+H<|e2kKcY6!DUw{CIaY#7B6WI_gG3sTI!!{=i3l(Ro#k!#LL zUEtzMY59;EN3^S|WlNzwLMs0xyq-oGhmsFT?+7v+3oGc`%?1)ju`?tUb zKXv2P;iE@iMMde{(*%4*uwxF4YkGPbx-FnUQNt;9A%;dTPtP-~th7jzQ|ckTf_Wki zyZz-;{wxAz6CzV-Jd-XiF5G(t-oH=K^G?yV)#)bIUn^a?puoUVTwip=;5D-cf~-kH zn<}h9+&!kmHEb9CB&h=?pqtwkN+lWN?N3n~IJc1AxY1qAbZ^Y&k&0B_Bh1HFsCP2& znfg+5kkEM~gb1>|-bPU{HLr21L|A7(Ch$mJbeK%r-%VV;7`?4dxWG&Nb4cucb@f^G z>;y!wH#axIQ+uSp5$v?`wx<*qjh^nswU^mw`;q*)4;SXlvD;!~h?Dqe zIw$w6L8E=yo#d^4A`}Qvjfv$h+~!D>^o1_W+pL9{f@+(YO(FlHB8vzVq}3BAP6#6i zipfCCt9o0~XQ#KRCFheex`Rkekp9&g5o}g~n!?V`UW$4Jmw!EJV>*`(Iy;G-F$&CQM(h+qf^EuL+39D?7cr`gj$S9BqCW5anDCFK5T0r_0hM0ms&2OVi=&sUAoF2& z9OE$yUEtQpTTRYLNFZuv_!OlL<~qa)jtV>9EF*+OMw`@TTO0h`}@~60B+X<;n`8q$66XTMLsFpB-!U$gZRO*-* z%$^b@SY)i$tG3Glkgb7kQDOQ9qjzn|L8mP5;@-AC#(l>ycY_9ZKG0a1YLf2+qCar^ zkI>StA$f>RwFXoZIPgH_zexEZ-f@nX*AgO{ghUP0cXT0@E&Gp+jj3rtjs+?U@*bGT zLZgT31^b4{eGIJ}KjSeU8gshASfJz{dcf4cE=0{LeHdXU5Z5W-Vq}(4N5b)}ka+d> zQuLgJ)q^S$RVe|ssiUmD6~GU;OFht8a2HJXzln|>L=O5AC^d1_IIK@A1 zQeGAER8j`}rY+QOzN&4sz|C?{U0^*uI8rCW*Dqxq`IYlV$u(L)#MGtn|1k6Hp z!jm9={`?uYZf44OpYP~gV&u!0tzBJboEHmIQ%xb@DJcakjLi2qgczoVaM`m&9Nvg+ z+`NncFY#d~AjjAzelc$%@|jrPi|8KFryS%Fcw-mDM-%bU$IGh-6ZG2J{eW@Rk~80W zII@b~e_@tr%?f4CC_c9CB;GSHpGzHeSJNxDe96*Ollr7ZW47PnC+~eFh9p8lLsy{2 zVA`O#xELl7K*1VgUgV(P)l%DN_KkSU&hH%MT+&-NduhX~zT#OYHeaszXP_OxgF@&9 zIT1YF2In}vVf8(4H}t@q*RMw*^bm&*_c6S-+oaO8F}r{;V*Oa}q`*?Hpm!YKQ6JzJ zh)HM((7RLIgneJcB_pc}K^k!*ur$Oi6%Mvz;M#G~1f?6HB%#T44`CKTf_Nu6Es(ZP}xSc5zlF2qOE zog9drZKfJFGcnPCO$Xr=gojuL;l-;56K02P4W^XzVi%G|%4~habMwaBBglkR{aqo0 z+i$Gdd>u&m#H5Xhb8dKCanY(>4eox+6Iuki#1u1eqMCZ?;o)V_i02Xx<@ z-^p3-rLfhvcWeG@YCeDnFFibF-eA!w3gfUvByW zu`$eM=jZQ5(r5SX5~~q!DU$OR@|CjgArI{5^Hr(5{H>4Q_Daooe_6MrTe@$a>{Gv~ zi13`e?s`F9IyqH=q4blak-WV3SYktT+TeZlB9N?uGWx*m5w$Th}?a?kGFIS98F z6cF=>Kh0=J zMJ6&r{q0~#Baqv3A0Ha6fNs*o+3+WU^p0wFnX{JPGUy`C)(ycdHtyVa3-1x>Oi3Eq zwh)Sr`RC4^5K;ivmu-oYU;Se_pM)o;5$+d_T6p%4xi%7#0ja`+zXSjHy$)mQ-{u;L zpIY7Dvt1-4->9?yo_Hf6aqvj{d(`d!`lZrk$B4?j=g?igvSWWNT*B5ZJ0=$W`0S38 zl{J5CP~fY^6i~L|%w}&5_RjsWKzlUk(Yb_7^LN32oOqKZD&meKkCANgDt^9&XZ$Sb zB@;i7#D$@$-Ht-%zNwCajrMlmxHDeVhxhD!mZE16lMSCOZvd0*H8S?gGFNF*lBfFIke3ZS7MRB3aOu8sGNi#lmpQuv(lR z8Drlmiw9dj2lkT2%v9oY5CBkT?|`%&6u2pJ%ODG%)mT?|2A&i*w+$jYWrrEbsxHi~ zhhWA8nZ#w=gCyB6=Z>u0%o2!a;3#wDYiv$BddYD}TKR+Bx}95r+j3BHX#7_Zn`KWI zlgJsRccKiP$LMxzXs}vA}NTma}^bCOca0D-|pqtUS$dw>Jx_9kzznC z1SK4wz8m9aJX5sBd)p?G?;f5-@|v9+zLF^_Bc8X?&sgSP?Cdd~7#>OeKRkBec85;il9QUfl){hVe2O%D7-szL;Q$A<# zU@@dRkpr=|wJk@xvV6LIx+9%Vrhxv!LiYlouiT zCW7=SewgfQ?4nfr^7x{SjSXT;c#4$>EKOp~CVHMn&Vwl>77RbyjMH9jZ|tAIxCIYv z7HaCCCS@KjE`%y7f`e6g|6F-8=|laxR@eubFpx9EO@D%YKdK~J6uP=1U>&DV*Y@_V zW84Ey)Wv(mH{bvmPLqd$q%-HAH%gzCafy%(p?fYxc1CK`oj1Y4DWxtk=;g{zW{_V?* z*lge+rB2Hn8y$EE1oW#{=M5X+%mPztYHF?n(@pi4s7Xpbr34o#1NDL&z30gJlgM3R z9yHwo1NI2E;mJj~sVpn})996`KhB73U?3Czu?R9oVs%g?Fn}Et5O4wQ0(oD|^uQd_ zglRfB7)^N|934SnBt)Q8K?rX-?b*=Shut9#PcbB3=iXB zK>UsicfK}Y@B&d#OJs$7d~U$~@b%qyRe_GjtPbFijqSdj-PS+GHMTZgU{>RxQ7gEV zy-GZIHA6Db;ejJIS7z^Np^al2GBI_|UQj@w1n}(T(o}IG9iB4dxu40M^8}v4hi5&> z$jYiHD-#Do@SGl~b-<~obPAET@}VIAnb_FrfSi-1ZrWB`uM~IRFLRR z5Fgyeb@Xv01mL<7L*1av0Ep#FnK|$I@ZiF*s;^S)M(4xu>!3tZKsnqNflN|Pz6sUe z_4yBUrDK>`$Ia~N#XeZJ0mLAV3BjervpXCF@uZK#jP8vi9O~Kc0UPl6B>;Bp(Ccz? zAzgw@O!`$%C?KF8-D`vkg86lKKU6pDX}8&Tq)-zXV3p$@{Q^}(x{l~m>Xh+AGwzoB3)YGH!H4EH73duGIr~u_xB_yyvrT3@|wL0b4)RHsZ>!%FG020t7 z;?P*yF}T5#lQKO;qt<`X*FHbOR2W`WQ!@&K44c|Se5|opKN4dHj?&WPjNcGiprxgS z6LQKOF0>P-4lt|u$Ye<1MEAa{342{4^jzC2|WFX8H0rbGrG^J^|_gyi_%eW?@O@Appnec%KI7waum+I; zoVORmo7XCRkq2X7V8CruQ&Ynh!(RSAI!Yymcj3oDRVk|VsUkztpPA|R7pc_Dy4BRW zZLGGRbboV`_%^XRMCFNf7?6FxSa?JPfF=%~O-Aie!=9Z?@NSWffTC_$wn&2$OG(+E z(cRYeZF*Xktfj3DGlym{|1{}dul)OsY=IDiJ(JUI1`({ai94wbWe8X8PfKv?o9gN; zS#MG$+{@DhIvlBPZ_ z*ZNPOZ$Q)yq0}=n;{EIG1KiP;Oh}ejiMPqT+N)~R75RcGWI1*4d^|+&aC3-zEHLn- zz9#U>mEgg+kP)L|kGWN6F;DodxYke^G3S8YcwNMXNkl~C!iD=2TkmUYJKNi@O(h`r zf(84i0G5GuEVf-tGdK;NUKkT2DxVBoisbCt!VRn-EJ4&vZEbC=-!uY&5E~1V{5dL2 zx#QvlR_#Iy;k{qa#DTROTXS~v$kdQRy#rxtYU`AMFY~Y;kD`{t6zrg5MBD z#k<`9cKPGcU-yapx{Ev{rYtdWsfi2?*n9g!JfhTQkgE!k<1WTMJN5B+7dRQmw=}GHn@Do5OeE~BA)JIgdGL^2r7j2U2yz4217XU&=ZtrNKaR; zF!AuHuB;WqYkBhYX=+Le2%(I&b|eN%i4FAGGK=#N*;?$s-LLso=Ob#J`PQqrV=Q?1 zorT3~HiWIl#>e-I{kf}%U3(YneZE)3XHN<_5ue70QP82~QZG(LuMNc1pK+G)YTBip zqw1viN{-w4?JgglerM5H+kXq!8os0;y{|C2GalasUj4o@gLeN~_K%z2VF^PD$1|LW z!OzT05sah)Xw0rUqxJv%X?6J@w@mTL*jq8!YA~u0;-O_U0B}Ir$77}7TOAuC|E9rv z>_Xj*njEMejzZ2|eI4fC@ZX`*XKT6ZYH08yyMl14jm@16WxV3nt=KP7Q5hPZQlvr@BGjTmNeW4!K?6-H4Ok6?LI{Z@Qd%^K zNQz2nGE`=j@%!Dh-u>=(uYK&jzwbMa@A#hMJ=VKwJ)Y-w-~a#hzpnEWcD}NK=yMPfG9buVP zN+#p_Ha}VHuQDE!6NChHb#U)alp$5o*i&dzSB;<>JzSjgccU0uZ&U zL}A>=Yp2hhdwpoY~P*u%ExOY+t9m1KFn?(^YlFeP_5faBU^~C+qr6DW#~O zVsN+pb3|i+*8ct8Yx$%dGg=Wt0Kf2b2*y|G2c0!@ctzs6EhU?6hp5bSZ7{678N`#} z>Fz#wm0NAyG~}hzBqb%6AJxHc4Ck|dmV;Fl)Fq7YUTk7AooF(8bVy_*I6HVm;t<`u zU^%bA%h=9HH0*?9BS1hF2r?t`)`dDcLhCDDsJhzad!>w~KDg89)@zRC%Mz=> zB0qom@?%G`<#10K&u?9`N2M8kc8Z9Ua{SRb=}rNXGpOTsu^ne>KSRkXSki3lk(W@RP45gJx!L!ebb9jb2`pu;gA5<=%%T!drqBi{Xw{r3s6ppXgkwv zdpwE0R}Er|SC%CzFwh`DS+jnPWP@L1fpOxFEgUO~lO_dNaCj5ka-)W+JA)6+x_?z) zOSbCj514J-VFN74!Kb#T9`UX*EAWjL)sN?sl6#Y?|i!R=-88a`i=bck}vId>TRWwyTvLIe7Fa$x%h=nD=#x zE=8}Sdz)qVds9(8=yS%C-ls3NeBao*QKV&=y=G|5%jV`&$=6S+M@ng29eF(c-mfty z(hu*=`gCyS_j$99w5Vb_WwUneAylMI`^#C2NG=o1zQRzrj8c)@-&j^82_HajSMdkZ za+(00veG*Y|IPJ$(&yH#^A{8i8Kh(CT3;L`cmLjRd(3XX?vwa(L94ZNz^{8|jP!Wq zUp`vrRL+USO=r`Oh^vO?Pd(LhL(e5kTtwn~QoT>lR3NnzEczBN=AZ*Y2)2tQK~R8@ zfA|njNN395?P~MByHCU2JbQ&pm6=9{TGI-*cW2cdPf5nSzk5&VS-QN;Z+&&#cODMz zXMf`*F@%q62>m{;FK%a){aV1t@pJaL-@f4@w)1N-Mrb7^&kObON0;61^=o$4%HK;h z2`jW4m3@(WQ&-u&y=&@!i2SS(TB2(;2lu=bKS#{F!*k5(y#-&Q+Ueh;t;I|%b$$^W zp78510Wtw}a{F7*Y3Ze};dUJGYuCQ1`LUu;k6JNW>qegly>jJc;jW)QxyG@~Ok;`5 zHbNEZN*6W3TAf$PuV){W9m{z*cE_gnzp(54vfU3J?mMdON`$}9P_SyZq!$ybmH+0bc0g&9R+zX3|J``3F#hdV+5~uk1;7o0nmcy29N2b)mi_G!{mM z>({Q86v@lW0|#sVNfG4~*`lB+qtS^{ zUnH)nPkFyVrI30a&cbfpI-xg`3cTk~^^&)5tExYYoUx6E+dd;e$1}pJ`z*Z)GbA+i z0hg9vwfx0Dv%aS0gfYB>^12*ZQ3fSF*0@O|UY)x2eVOQZaDq?&GvCLx3me4_7?gbx zn_K0agx*PZ`0$;XtI0sY&ySbsd;N&5fD8j$zTAqstl@Z(mSI%9dt+H`aK7iCw}-q=#d>DSQEkfUH|WR$z+O;;H-vi#V>(KSSPqATYgnFO-3 zm}{$|jlW3jBmf;!g8L4={y1_8m0wN ziogpr$h^HnOA%=XA~K3Tp`lIbx{aL}xJdEE1WM(^M1GS<(|D{qw!o5(7?m^3bIc^g z)Vd$-7c91<_J%?w`5q7gO+sB|)Q3g|1n3h{@R3cU~#QjcX6>5*UN>ev^bD=RmN#Qif#aq4Sp z>2gOwp|~P9FRu=eN6<5oZ>B9{m*uvMRZ?1_E;jlE#*dq+3rPx&=>wl4i77`6^x=at z$P^Y{UZ=IrTX^pJxob0a&(@cg@wodoyVr*Gr#XQ)ig$I{&C0Ud|MS+I&HMDY-BArS z`Jw+&==ixa{yEBo8JKA7Ni7MRc45p|xi^J_+rDJy)Y+F})To8u@83KhtLFPw^+2#~ zuk21fs=1V$WT>&>qMsMN(<#;0>F4GBpX2fWTPXk1HL(q(XjFFOH$Zh*O3$A=*FoF3 z7_b>B3k?iskw|y!*in63wTEPN@jaNiTw329lUwQ7fTg2UZTJEJ#8S%4%a_s1YC7AaaJb0lv#yj&C{EYIhdY58~A-&L?P^kg% ziSXPHz%Lt(QvT{Xic1PdBh1+f}y>sYv zX=gkwiB;Nh(tEc1*3~ZrYb9Pu%Pz$TzsfE-P`(e~Vn^07M_(4TLG;F5`AsSP0z?|d2 za8WLd!&5<_oO?*e!&h8;03>NBX>BN<*s0TAL588>axE^7sRrqfA1^jC+KTWF!=|Dg zHHR&wy#mE$2!lC$j!g?>Jcp(}hXpu_{no8meke_vw5_UmuXDgABjP?uR`Mb zf#uyTHS{QEKEBj|FA54IBv>Bz=KrDU7>17vSoE?e^N7or*W$=X54-2ym`71QdSe#< zp>?T^^5PzAgcumTIX~0=b!zHcP+VC7|3Rzmo4nY3&YX7{$3}90$Zlwq+3MufcS^v- zJ2N3iG&S#W9(9#*=sfhd-;SLSUYw1+kDX7aGixy2O^`cys+AsRo9*-PIPh}UMEf+< z0YHQtchr6C80=Lry#9GjH!IgQwLft&r82{16@ZNa0aZT@#%R;H0VYecEP}nYmX@`4_e6acW+x+r&0jPAAz6%%8$QE)h|uoD20$ivCr|ds89zVprW{a#9HV!=1sX6-Wb*M_TtH6c zHTCvOEEzzGy1&ODr~1z($O{ld0b<@tOmx8$0u_&kHy_HwKuB6alqBMzp1d$@+@%W_ z6v^?t0-5{~77?*XoHa`)zL=&yJCKPA`kOXY(uF#=^Qu@u@(~jkw@62azdy#<6MhkT zn)a4!4YsGQM94#+gqdmuC5I`2q?s74ck0K7nj`*(==)XAy|Fc~Czx`Gp7d4XnfgBvb+8}N59d8G;e>-&PgxmltK0p|&KBM&ZFI9vT_xRvr;AE+eS!Vf`!$uV1-x zDE*z|_5)(g@L~U45s;Y%$jLLGAanK28#jaoL(mcy6Opm|3g&LyFD&$zqzylgK7Upm z`hyQ2K4=dZF=ot|;lpoJ%(Eedmdc^at%iH19`G?-x)gz}r(_I`fsmOMY4iF z(Qou8kh+r^AXdY>f3c$Wj^S07X*wMzDSM!ey_B?#}LzS}- zha^4s{)(BqvXT;f>18;~3*LXr@{JL0mi3x7mx6*04b@n_>JhmZIMQ^EcpeNL^n9gS zEO%*;qhlS)PN<#Ug0Dr1h=W^nfI}1OP-jK` zxV?jefbZGbo_y~9?+UqN2j6RUmg+TcmGcs9BTs+kL2&49+)NXUe!V zl%60;;xeQFgH#XRw0|yN<8F$LLwY{vA+TVAW zmU{mxsnS>jRIx*i$MkK>W@qV^8!lr`nB|5I3saUE7;tX*RvIEhAXyM*0bRfD1VRg; z;30|Z7>}m?9v)zykHIoA34xyRF_v>JLFkJ%k~C0a0S5!Ze+dZzqB?-w&NXU=Ovg2E z#Z=kJuk!MgCrz@aGYH1215bw$s_fUoCJ|yL|b8+pC-$O5@+& zT6iHF;#P5gg>F_P2c=hVfzH5S0~Fzar{_u~Uw{(ZJ_{}(YqYgJ+cZ-s1yWLG%6JUb zl(4E6JDd7pv(ADA(tY|6Y_hDBxWz2$e=ciR*s>2HA_n)|pKSjp;rZG%9|}YROymp8 ziV6x6$-^d1IwlEJ!3L*DVBsS+NbAD-qssl9(O%`wDta1v z)O!dc9t=|N-h!4Ucj#!L3+IP9k5j^$ol_Um?N7rvOXpTn5_#QZr_aVJ{-pk2N=pYw zOHXmGv`qAaDCTdF+64s2$jqgZXY!evYr_MzsN_kY!MZi`DnSx3@tw>`M`;(Of0Q6UDL@0VxJ??hrPq`i3Apk8M*w=e*LyswoR6K4}wF`CFnfK&ljvi_~kwPwPcs9BqRzAs`Q4?wnwdo zVxg-H)u7YXttl>b^36#a98Q#X$GZIDRZ^MLp``nX&%&}9Wit;zI5(X{u*m5E3KsCWOEc*S$&i4Y1Fs}hUw`y0eA^!r=*^WSUk-t^d2+7EF8J<|f zNVBMJKQHxvhK&BVv$g*UG%4G#44ju%rIHC<_g;6d0v^Z(w64-df(bk)__Kh%|N85% z=r2U#!deOqEfstbXFAy1NAo5onl#sQ?pWp*c^@Vl|7OYU|#%?Cj8ldVR*IfU->Kzaw#GHpDZ6NL9K0w?2 zjQPuoo<6O`->T+E6W|mJN2EpnJh&U}Yl)EMkpr1jIcD_ed6n0blg+6v0YfD>Q}9O) z{8`Lh2zSVLt)uQzSat<=>?~e&Xx*rCN~#eIbBU-J)TT{qVvLZ(TlhUX#T1=<`12;dIiENx z93aCa$=RN69!C0boN}_$TK#>88*&BqH}WQ$4)P3~Lp1dX#k>VnLQ7W{n8BD_G^M333fLI1tIFz3pqy|N2G-h-su!|neV@d{20C^i zs?b-V_a;=!n9IGyjMA5*Vo&PT=;+@jq-=UCTE9O0=uy7oEMgj9Ec^_)R|^>DB8aS@ z?M8c`%XV}b`xovqFW#yS&cj0z>ZT!r{0OLt6iFambA?Hrk3ZFb8kUCET9>idJ-mfQ zI8fQkE#VfG{l4FXi2Ib(lT zdb6@hPAOFK1iH%b5Nl0Ub+8ms2mis*1Q80C!*5j@3gGSGO^B!n0G zKYR(YPbB_Zbstl*8&!N<9ct#@N$?2gP+mdAxnaJ?GiU1qEg1vpz(RhDWE_(Q$C{GT z@r?k%+whx4rGjXV)&`v&%g=>{mC*^CjE#ncMG^FYfwb`70t4At6U`1M>sbV~k`W61 z;rQ8bt%!q02-JaqIb6Y017^eN>&qW>3^Q}G71@x`uf!A545M>SR!yyuPZw&dg4l6C zBW^)Jx5s$~(vJEWC`+a&D^mqb#;c9;UxVt2yi#4=Oj~;$T@5@`_RDsB;h}cO0V#u~ z;Q>HFBOrG4pTQiToAmoWc%I$6*II5+Y2=IfA(9sWLWT=casC0AvuTKDGs2Oz2t=TH zc|IwOsN~vta-;e_P>MxzPfm3~&W1CJAC&0X(>!|BUT0^Bf9v_cyl9IjmuK0!64JhlNKj0&T{k)no_h>WH% zY@GS*gl+MEb}lv!lQ=y?rEJrdPMxDCEep2rFOzqVfBwe1La*`3!r3dwbp1AQWa?nY z3*#NkEnW{2o7GDJASl^&yRGebnfIK0sBfyBEst86A7aJ+8gFHZbIi;`9tHM`N$n&Ciw@td(n@h0-15o4$o`JSlkWkyqm zUfIz)Dt_|W{_7M{!q%0Bc_(It7c5KZy|;G#q7YHB!8xs!{pyQO*aqlW+KFYqA`Vy4 z)ZGYvhQ_OsRFnfj&W3s%EQXBZdUP}mar%@tuvExkfSJRYTZL!kf>K3bRe!tW`&n6Q zqK!G4d2hhOdp9}WXahlOU}s~4RzVF*c4uugSEQDLwi%xvZXZYXzP)<|L=dGYTIs$r zvLs=gWbL&Z$OY9j4}3Y9JkO4{_^lkda1ZB9;b5OZldf zaLmNcHYg-8?fa-W)fR0How}4}oj>HG-BUk{$2WhxC3Ezk-=71+!p2T^Yt+rGSQnR5 zxcg8;#%m@zFlyO6cJ*OUaeS5GvjwV=;hC%%oZp_MrFo>k!`OGUtn5NO6{z$veSq3T zBcekh5k99K)qxYc`r+bHWf=J6?oJa~EbAvw>iBaUSfO@9af2!c*Xbir?-YIsXr zALK0&9yTw;#QNOUo;%x+)DQnAx;g1yy+*tK^`0}ZQQk(=1^@v$bG364!$h2vE0&#@ zuVipeSyJR9o$+y-OIO`;qx14FYuDeuD7wFKDaGi$>}4?W}TdAlklZ1aL`=`CU1 zRgIdGl6)rwjZE2*QhzabZzx|eB(7EM;T*$({-H+~_mf!S;NY3R$3=H&(2Sij+fCQ%40}P)GKEM6&;y=qs|siX z2VLzgBIOg80sKeyjKd^{uh|65D~pH~P(`&DX4|$LCX-~o^Y5`QJS6)b9JTpal2-iR z$Ovw_x6U}9)kZSn9*DC?*W|fO-CL@!zfy5iw?3RjR%ca>hV|(q2r{5`L>Yn!SkEC3 z-c=>aDIPy_2H~?XjZ@GDUu0I@=FQ;$an6e-oPKDj$oC;Dac?Lc(=ct;sx6qfMoQ@R z^|O%(NtAEhmO9Gg%z*A|Z9a}s4;|yN$v^bE-;`=OW$V51*L;TcQ$Cp==VjFY;>?|T z?+c0?J-h?UPR*QL_Ids!3m>E2qM`keOnyz-V0AQCE9;$ji2R%Lz$OPC@IGVg+{d8vrZ{~(z?Ze?2uDZI!k9KjZewc?J8R`a(joJ zZi1J`ovAm_lOa&_$@;{kG9^@lypoe&KYDcK+BF9{4`Qq`YEM>5jq%*7_V-eYyT~&! z1%Q>trfs9@k&#pu~bm-#BFa4zWS&_C0vhn}8+zO(s*-n~A@ z1$c2BT7}B*sHiELtP&hIUVcH$Ip_P~Ylo(7s7aJ^u}N?E6sKo~6?>E)BUplQ&ZW?#S>yE)# zk>RM|vs0A@9gi9KdO+m$Co8_?*4!I0)!FD-eA&9D)=MGb0mkNy4HLV`O7+sVEEbRJ zI@-qHef+vN`U)ZI;`*G?($+XS(K;b)-?JpIk8iq-y0dqjrms|EYMEE<3&*hrYPl(C z*RvjQ{O+h>a1zjCCr2Bzvnb)=T}chzZoUD^ zhgOYpY>C^F$A5u@!XyT?G%+zt=FHhMl%cA|L8cQ<6YVuPpgA@s`#xeOE2{frQl%!h z{-L&+cn2}(>6RUfxUrHYPhIQyWU3>okG#A*ils}s=jkn|2+P10g)v70QX}4wf$vaLvcPcUP&HR>q-F+(e?zSv_Vplgsx+_x? z6bk!?zk1ZSdEPv$u(Xy=Tb}-SJ}YrX%v7-wyE6+v0{h_Hi!wp^I!Z2?I^AWD|C=8JZ+(ZFQuLxhvSb`2Z?1nd)*`ZtN5P{Dm_o6T* z5yf(t<00fic4$;rj~=){f?%`%$OZHA^NSc9LEbp(nb}p#)aJ%-c$#Fqs}e?rBQU-0 z$M7lf<$y}*X=xk_QX=4Z2AiN*U)r!xq@@K-osJkqP4aq(U*M;NUA?LkM%Eb)eZQrX zk^R*8<53rNnlG)J7&mOL{`=}?zvuJo)+`CTzP&_Q#h`TCOQX0556M@%yk<{!G(0)L zMqYwLytMaIck5?eGIIvl1v<$k7i;V18tDhO*wr|vPA zi7BT0w|-14a8&E6_8JH;ObUTxq& zL-M(dGFBTvTK?9CUv|FU9nq$kyRhEz#o;KfPIzVCb)lodeN*Z07hm^$+e6khH2KBD zCXi+%b}I=58=(XdXM6un{*2C@KtYR~$L%}Q46e+W2ORW$pTbWQZ2?v?rB zg~H%mZfC{Y+26ht_8T^=$TfnX4F*XaQ8;Y*rGj6@GCKW7$=Vm1?;WGaIpL4sE$S*0 zh%mHXE&CRSjG9wqS>wC14W?oyo2LE2cQ&Ze`a%<0J9OR9$*S&EIm89^ryi-U2O{xW zB>lLO1Im`9v^G}&YjJlOc)5zm3MO+9_ZzllWg%(_4eU4B(qLCqd%WXbmti}G=U9QG z6z^f&4af)7as^y2XA@0&3E#7&HNO<4&~$t1;RjkKgmyf-|3*ZVyyos8paOS=hbK9P z9TVnupe;ayrta2cTx{q$SwUPkA%b|o#x+>7gr7(G#VaVjlk@n01K2Ng(U;cLH-yaS zG-Q-@>8;k5M(mZlXzHsE&4RR|;*{28X4oT0^T5kqUJ^K}qT(c8&p1D^`c(Qm8Xg$M ztS4R9^ka)^W1rC6X9@6IGh3S`H!m;F1|1UI_P1@DuBi{2Rvgi>8uo4~1pOg%EJ|^Ar^N?|TdJ^r&Wo&?<>p=d+w7vn-bAKsG-L%6 zQfN)-EkgF2{;3AH2~BaDUY;SK5y}=DuxmYi{omA=Ygg9KZ2i$|Pikd-{b-Nw!)7$m zA^?1F{P|o}&pENiSE%#}W50<=R2vEwkJdeRB`|Om&z-4yg9a(MhWYsRSz~J(fnb_{ zMn;;0XhdFbU+T?+BX3vCqjJXd_rkDS+-ElThtHoE>N4{POx#C+uNi)0T>0$za~?$c z5b-(1*}!VA89&8p10=-U?Gg^uzuQr}(9nBgMqG!XeG6DVPSpc-=juSIpbMfPmC|!g)bM>FTd?_?mSKJagt#DOUQ=`ARvuhz#H13%*XviCP>iaQse$LIq zaAp#6niQmKEL0w74e<$Nn0#1ZouoAx{~1NMF5OXdM6k{-%6Yv@AialXIi|G%d-eGE zZ{?APfG+VpFCilI&;BLhfspdz#enoGZgle32PND=wk!e_`@z^c3yt0= zApqkR7_l>PQ>gsVn41S+=L)C-pvJbRqTyztrfi818*u51X|RPIBqaxlzn>p#8bSKW z=+m>~)OQr9^|vs^bicK1{}W=#SBx*0FK=)RMFj!6bKgqIE6_@58&+J{Zo)GOp1kO- z^rev*IUWd~qM`zUi5;nmS71_7lFaL_7$pk&Wws~_64$_t%hCo(Up=mBxGWTU=?t!{7&ur61^!)duK1aIVTr(@$LOa|y|{W?`I7@5)TPv&7FPMY zm%Ca|)YaDhfwk<-n`$Q)@K8occ_!zuzF<50r&m$62=4z+o*Z*4ULmasyYCrTLXJ#V zDYEdbSVs`|QMxubTAM{93O%`i8Y$Sw&dx6D{`~a*t>N55h0gVw0Uw`^_d{b_hFIsmRW+0y4-Q4b zb8dQX&$%Ox!N%wzDYLajXM^b2f_`dtOs;NFV@x>oXi+QS6j|#QY(-de)RbUCX30CI zV@4tf7oJ`DQN5<7v9nGJ9-ggi(XF4K3j2xcu3+@V!!sryU8r z3>}UDEogt&rGM&TZD&BH)W7)k_tqs1FC0;Gm>B-ZQg?n@pH(~CZ31N4e=A-!4_m`t z>9E0nSOV=+wHL;}MM#S|Da!{+CepGv4tAj|Kl9{ZN?xNR8We zfyv2kLG#~itx1U67BpW7e~wFAhp!9#cJ_=!sqOU}2j nAAGb{fTU)r{OhSBTx*&8SNq|$4b?Wz!rQeq7tf6pS?>N{R8vEj literal 0 HcmV?d00001 diff --git a/Project/advanced_approach/README.assets/1532696365808.png b/Project/advanced_approach/README.assets/1532696365808.png new file mode 100644 index 0000000000000000000000000000000000000000..4b29f4fb4745b4f6d0848fc9712580348f8d3e03 GIT binary patch literal 16151 zcmd6OcR1GX-?xTUlo2UO6b(XTWql(uLdeR@D!a0Gp@d43>=nt#%1TzKC?XQFh3t{N zJ+Djm{X3rVJD%hD>$&gi4_$GM^K+i>@fz=s|7E3%l)Db@A|fK9l#{)nN<_3X9M8MS zw&Ul9^XYp;L`R6^E}XyO96izHqN}F4A~8+7aGLW?;*r2RR;m@mbSm`c6^O%LXe7P8 zQ!AA5(PE@cV=Ue=`E8z!)(4G``SLncS1xS7B7Oc4@jlMWRNAK0Wbx!XXIA^`2citf z9x#x#dUj`R+_JNq6mAeJs{Y*Ww`VXJ%z~A59 zAn`x+_u1DY!8^8|#UBt3Zsnv`ICYDtq)T!m{MZClFaHOv>k1+}hq?Fe-D~cLmmMK~ z;eUw5WNqn>6f-Hs`}NhuKi3*RF*ofY(kGRn*Xu0zGH7SP>ty}HFYF;Y#`WnO<1C4N zg;5UK-!)Vnoc!0<9lQN^1!sNmQo`eo+0CG6hSOG#PMS{Kwln-^&zhJ#A=+Bqo#rFK zv<@dnzI+eZC0X-;y1i04GyQeiv#=23wDhoK)1}hIOmA=RIisD8WY*A_3)3 zR#sN<+o6WI+L{`M0|$Qo{F$1PA}ewNUpD;1vVk){FK@g(e@rp5#QBerqoYB2@neSff{pP^L#MHFsRr&qRA59&mJzZTM^P@j@@8?QMOH&Hxsp#(BSe_m7 z+so`ZH{AG*lpJeWzfjKR9UL6&;Nak+O}80Js-f8`dyL3+M7cr2bFHnt-F4cCVSHti z^-FDS#HD1DF;TCLwG@@aU;X_(*|8!&orbtp;>&V^D-8E-YM;CA`999nl*XURHRQ>Y zZ!IkaW?v)8Y1tVV8FjR@mX?+{bqdC325X6liJKl1HvU6Z)0gthf&u|kQ&VkiZSofU z5H|iqL9TJ4VB`7o=M|Qc0Th&!Sq9}c*RL;rd0J@Gb=$$gV`kv1@VYn&14YG0RH_CBanGJz(bM~C!Yd{! zIzB#rA#L=4Do2za`&l|eGYj_P+?rQ4R@lV^=DvLS@-!rbk&$tJe%`~wgOZZ6qrLq_ zV&ZY7=o+J(mJFS0Lmn=JGF^4`mzkN9laorO)M6qF1D`{<^-HMiHSv~)#5Svfckj;m zR2=a&F)xvH%lbIw8j;>C-btzINp-My%v@eQ9uydm%9)uyYwC1dQ$|HmL*p^ko7GjH zpNo^5V{tmt;vVKFPn~+_G!+{gtAFd(nV{+@Q5RkZF|xUmt2DHDv?}2U~cB=X@)9$@{U$vieUz#5O znL9r>_u|Ei-}N!8y%j!RzQ|izjxBb(1yvZ9%)BXgn$o{~`7(~#!GWLUf}EUxRo`XX z(^}c_uV0V<>93wDnXT`2B;;~Q*_?n;~Wp{UXb@kAj>Mw@aIkNaY z_Z;AxJs)+yx7>`WnuN00uVLh@-)FPjh8U5d-@gm4RgoAQ_rHBBWZ{J~l#;6Y^oS8P z$jI0@y{SxZV(Z;NU^_W5JvB8qCff7e%ZA%~=jQB@bo~7JC)JWgou~g9 z=!y-cm1JdQm3e$9H91+pZDAa5oi9+Mx*r#3psoG0v&fE?h6WceXx)B+NmWa0xUa9m zgcl*QinY^9UQkk`lBsDg-&E0+95lar%3UGjv7?ga{;BfPFNQoeonJcNIIJ={zS)U- z!4pxJZ`n#hOx*SMR$|`V=EjGk3l=#!In=tNC<}RS-l(doT9}(JFAv3~)~f31m8PUT zICX>};nb;9Vp-GOlD}>WVGnfPn0#KDADf+>t*xy!aQR6qX<=!psHljn%tV~Nc){zn z;qK<$6vpGO{hWFuKk(rlOplS zG5dP(`0?X(baePQ5}%5`n}@|*O)M=H#CClB@k3oxQ#0vQ4)F&KHuq<3+nW=q-|BLO zd`4c+%*?R*K701;a*t7HXegrO(4j*cYqJgFN{Z+8>vfm!rCLcfY}Q4TY+G#m=C(AQ zfWt)gp(^_MRr`|Drno1jr(3qX*1p89X4SyM@bE{vrW#XvLc)16>XGH{mE63%XORIT zQWzq~I!25sgz&KtQ!o)oaNM_2=Hbdn6WNLuCA`@ z;~W8P=cJWpDJ5QywPuZtjJ!-v#_wq)W5wJww6wI;)lIKm%dz_TMlni2U0r>myL1(C zXq5Z2l2m}7e{gVcePt{w=&;y1kCnNp@=dNa8{|@4T#v-YpCF0NHM`N~RA%?-yVJ#o z_Pn}2$VqQG)m=(XPL6c_eY>c~eU_5t!no31U*Da4e7Oo?T+7SrJ=<%-xD8z0+>mjL zBi~;k=(O`K=;o6sD^kh1St<1kp0zV%{8(3>Qi^?@c2G_4yo$=@fAsY|N1jUCwp2e& z0zUX!X@28|kg)LJ@87$+Y25O|BO)B^?JvtUR{8B^I&_GP#l^)1eNjL_0MUc`-u!`| z`e1_5Rv7(pz9NhMaR2^&6np1EQ)Ow6U&H)nmw)wS^8_^iz>@=WgG= zof3P7kI$Hg0l8AS$a$-%(_ySd<<->qc;~loM|2yC?1nnKx_Z1eJtSo>T=4bx_n)>q zg4MffZ2bDT8`*^=1u=WgkE)Nlm9)ip6uZu+-MxEWON)W!Lu;!b56?7`JY6G$COY!w zHRZ(vEiKPCSBxfRoZ1Us)d=SC4Ge5f>3Qf)gjBzX*sQg?zk@yGB*Q^G5V78cAM{W2 z^75j;As?_-D}ku1J2=;}PWV)OYi>>|AU=9!oQ{je-*AtHjEu~*&$jiF@l;xKbMxS^ zFkC@WlhWvPT3TB0(TfP605JlANV4hmkAC;g6~(^S6i1Sf(8uhx7X18qfziiZ=sMzY z<;K-}(vqfc$Hyx8e4wY&3FXNlMy#NjvjcRP<=S?axGaqS43gN;QdG1as0rrKcpbmT z%G#P~e2A2S7RjH@nO0nkUez}L&kzdREkxZ<)VrEiWC$VyA9RHu>J@TOG`>J zsS7{jEhZ*$uRG1*=FOVAx@Tcw09CJFyfE?_-S0doed5M&=>BWA|8b0EE3?i_*pn-1 ziShAIVq?oZ*H@lDr&my@jg^q$=HTF1>X&VJU0hP4o9(P6Ep1wLpR#f)AfvOj)u}a8 zk5RzNd1Y>7ZFyE=b({~dDo12h{2p@SV$k6OjEuV%c9M|nii>=pA|uno|QD?$IU;JZcy!EGP&##5VnnZV!9i0S zn++i4y1F_LiTCf{lkPoy*^3wlcBjv*SAhdzucN284&(xugYNz7myw7_@xp?mw6rvP z$j|QXdZQfR4;`H-AD^nki$N)Lgnr@8&9&WV_k)apQ_6}bADq5?<;p%F%|p zQ76Rq-7Z3Sf>&f_WxYD5p{R&90KojHx<9|LP;D@ElE&?dib`sdRkt)X zRR`#ei8&q4?t$`-h;Ejy8N8hu2n?ZNCADYI9&iK%c{4vdul4+wG8#h4%8#lglF<}= z`0!z(qmWtLeMw?-xgmn@x-0u_4~fmHZ{M=t%#=$!s_Fm3di3bMSN0z?^i@>OpaYeZ zlwfgbsj17WtBVD>wrC|G?22hiae&%iqXc)yMW$qi1$4fN@rvtg|B`IB_OAGyj?PbA zuEKiY-`!(#_IC&a${p7 z+McGGn$A0Wa|;WsH+A~i5u7;%^NzS+W8Mh#8AT-}C3$(E@?B(P*sGRr-%fCGbr(Bv zhkT9}b$JsNr6Va>`OaaCo>S`y3Ve6Bjj8G2$jC{pO{vD#)+uen@wObJ^f!ftL608k z<=tpRwREM|Ds^=LxYOpDuV&#rXTnNpMh*k+q>}14!%Y>4EJr(9+J1yowVL6kJqsQBtaJHSmgwjkPf}jL*ze za&QA!Yl!iP0;jBI_Hu{Xu!v%hPxSQkMEe)Zy>*Sk+L+HFbTTuu<++&)@yGf-Tr3x) zq>O(A>|J#!llp`(1S?#fD%ZSn#oo!OFfVW4oP}-JJH*Y)m!>W*MZK!6;PKgp71%1_ zLyvQFbAhdEd^SGn_xVyG6LHFH$B&EPAuK%ao_SK*z@U5z6#^}}*!j;dyPL*lqWOeH^59@? zSnc!E3UYF1czIV=do~HR<=HcPG`h6+xz`(ZvXQd@k9cja_Uz}HH~|{kjWn@wg^i7mmw0V@f;4i4b=bYSIR=RHN+~8% z)MZA~zyqpBfo+etq^yQU%kemOKnB6v12x>`Yco}QCH9ePUC^u)H9F_EYD>A_Yxz-o zVqzk#$Bj*`v9cx!f44yiAC$!M%?&qM*_yEycYGfz3o|qGs42)i0fST%p~lT^tWE{$ zIjy`)@oHP$w4@Y0JVhujKwYW#_5xO3FE>% z%{hxU88SY+kcrbzO+`3*?%K0QfQKjE5jhQbKIgMnoJT;wbGo;ptJtYE%Rsp&Ncq&0 znr%ey4d`P$>8x)EJ+`}fXz0kq2_h2jN#Q#Wzw+LHyo1H$&+6{3u1(LY-kYOYn|6ecsoWz4ppBf2Uoq z_}u5S@^ZZO9HAHY_4SDndcnfFC4uh}8BwmKh7z7Yk)!)Jn%)B!iYzo6h=a`FS0leR8>+VQCtYuK}AdG;esB2JUx zk&zHDl9Q4+ujUOmNNl=yxw2mh=do@-D<{oX*VE$#&<1q`A?~G-aaCPMN5uIIL5TeG z>*MwM=rd=|L_qmMOMs%}wKDQbd=ItFmF&}?6TsCbCUfi+TVMKKM@ES?|7KCAZP{{i zaj^(H`=_cZAF3G?{fVCPO=xtRE3M_nnm$Bzl)4qZe$B~p?AS5ik4A{g0}Kolsya{< zxK5v@q@Z~C;K32!E1H_hapGcU&fNMKK$oQ+^!RaoD2FD=aha_zi|6=USA)z*0a|TJ zlDk5Gk&K*@va8Hvb#CN)?wdCd@0`Zl&QHV%+Qt?Yxm>(R$}#{k5K;rc?%~6SaZ$cc zgzbJqz${5lHiL%fiw^lzJzYasSh(ozTi<*4e*E}BEjcqg+tt}wVAJ)^;zycOx65@b z20UK3#5t$5bp0ut!bB?HiPvA(#YLFK1pVJz4EX!}`SWFEWu;82moHNt zKFo#QV$*ewlJb#Wu_L+;rlo98gDFHtMJdOe#PWdGw{ezPrq$ z*xS1j09XCW6<~{y&``ERQUJ>k-9X`9NC(>6+vE3kpwMXrb8~ZmZ;u%TK{D;pgjlVM zii$>thxhH@&#hBnh4!*-+ctnFU9K=HRbW~g8iES^Rqe^f*SVD{(FpHH4R(bmyn@b+dx zLIMjX=QyMXR$o+Q93-f{svluP*xA_y1)Vn5mVtJ`89`QN=jL9gqzq?BdwF@0_^7C> zJ1kCi4G#|k<3d1^mXSFpA~L(Y_UY57U%!4qo{vyRgvO% z@1CF5`3(svJ$-dB%pmrh!)VXuMq#{)m-Y2UR^Wp(%o7MJtJy?{tIYsT3!kk(&Cm!{=PG zVpIVn8UUErI)zH;@7QUmqx4*t)zziRa&mJM_1oLq+1c0-CYR|{PoLu82((%}e>12P zX}{-?5Y_(ug*W>uJ3BkU2%Map#zsdMM3dgVi=;9#HdB+Ddghf;$qZ}mP|bzM5=~{jAGdOY~1F)eV#J|ay`Mj@wXQOh`)fq zK)f(2x+Ri6Yl|iwhSn zSXi7275UNHN-GIrE!2TZ63GWbqN=8r_~J#fa$Ib1Faag2*s91i)&w6VX8}HGRvN9Q zNQtqP1xcc6`u2^AiOB}|3xx6MaA|0APIO)S0@UgrqlXWA;*fG zrVh{V`=S}icU|eqmF5Z`Qa)bZPawun$AJ-DW=y1{q`bT~zrRwRLKQ=zp=>~*>waUZ zAS?SIUIoRpqTt@Wj~pE{3kw^I<(uo@l_he1j(dA=w_wi=I*h#JI(bs~ui-_~60)^F zNAze`nS=qPLXIn+6Bh0&_u52oXJ%$XV1`tO5F-eS=p=l6e5jykB`~naS)e6WfKaT# zc<@+VSO?rht&9?|X7$}kN@{6gfp()VCDo5s#>K@|zP``_Ub?=%Zfs;UFhCOPvN2Q3 z4H8-hHD18_s;+Kye*Sy_9S17^BzzjYD?_Icxvx5V)tiBWg5oi=gt%E zCl61yg!QAtVk>nKe30F7Huw%5s3d9X={Q0%7KFj-;?&UWGD?BR+^~wX^Ai5#%SiXr zlkMoy#G@AI7-@tw!?#F2^xtwpgpdHT8`e&q`hSgzt^GQ zyKU=(QoO#@AB2FwrSX~7k)ipWG4jpx*@BLDD!l(?-e%{~Y<>70v;R^kD9annapJ@S z0+zwUeRF-0=5Uo|WdtMVG=GIbO{c30fb);lFSoP%_xXNbwFN60Kh@Da+@j*i;YzxgCHI*VBHSUQdd_u zR@4OqorZy7xVIN78Kjj9KjOl}hX)7wL0A##58?LZ)ep@Atw1uQIe74@iVF3?gRbi< z4#B)#U0o<%kbZ94*#-LhCpfYnKi&|@U;F8k844#DC$f>4m|sAEOQ(Pnz>MnlP(71` zgaphkv`f{HtIwc^Lo5SPt#I*o=zV_|WfpxNf=3B#4WVYs)=c5Gp#1!N!>4NFBa5PH zIib5@=cK=W4Um#pP_TfU4Zmb|_3A;E57pJjaTbMlwsOdD=?UO_Obqbtjo=tm53kjZ z9t6&Nqa2hEZBF|9xUXg~vA2=BTuj!-N%7YfTW49YiPJor8V8UwTi zUW^J4M}2W~btT|~K<=_7_%~?TyLaspu2e9;#b?i+<>Rvh3^VXrcYyqFW%U{tma6tDSt$lU2!i)0 zB=eWAUO~RFZp*%#7Es-f{~5fqAAzBO7=gJO+h&ML4@ZKYi75s$RbwMH9Ua?RCb|T4 z7Cc;C-@)|-G-dIv>YEc?-*!cb>?8+AZgw^hV!VEPTN@A!wIsx(I8m1-zCV8_HTq*C2OiDM&)0inLe4UP z7OW^MD=RM#VU6GkV53mZVYZ`?VUy*^ZaFzEE-sb>#p~#F5X!iR2RRFJ&_6Jc@t*HqWyO1*bz z99n@YvIx0%^X3f;3z`mAzbe3L&@JeLK!;P%d9?3W_v47W8ybQv2t|2l1iXAt{0tf} z3VMYCgx|I{Suz!rRvsSbnE`(gC`)_ht%Rfy{(S5<;&kA45d>w{)%5gq;-4`OAJ!qD zQmp}6E4p+kNPMW^?r=ntVmJY6+vSTYF46$ZDk_b6=HGXkuC1@*ys>Y@Zcyn+sMhe_ z!GVpAy}y6|22fSId>IZ+dx5o%rDZy_%ZCq#OH5&^9k~h#l8!@ztX|<8IZ$h9{_x~v znfdo*6w1+23tQVMfb^gPd@@OOkC{aF?b{~~zkKv%+jnNIK|lgn`QBlG=-zf`cz7VU zj-0mIx*`VlV<9z&2~=EBw}ne4s!GbrS#RHlxBs49Mg}$ugqDzhZ*6UWV^jjiC@(kn zs4v;m6X?l=^o`bsK3G!Xe(BOBf+Uv`5D>6!r-8cq$NoPlx|uLgn^RO^`a$^vzafa? znwnvyrKL42Kwn^kNd+#V-Ox*yDoB|hh;iqDY(rf{bfJ}dF7^5GTed(j-nIX&^B>m0 zkMgpz!>eqQfPd`K8%q)jJ{4;=jfTL*%?&Gst{d|A zI{+%wp1gtruB&-BK0Q28s<<>fGV<}m2h2@bb`)5HKfx72F{1UHzMq`@8*LGeKj@E{ zpq8?fGp&7&(gkHdFYhdza51q` zj6U34UzrE7M4|%D>y^1L1Gf^yV-Su52ekF|#U01npt#1?a<5WRQ9+~g0TV;DKr6T? zBeSdA4a^E&OhwhHh)chrpt_2zw`N4szzT&9!Ng>3Vd47g137d_Nm*0Vm*|G5b(_k6 z=~9w6%gh6J`oO`yzB6|M;ITlmMlQ?s5xN4vl=ri$j*iv$cXvQ2tTas_S}8g~P11lZ zf2*6>OCJ5V`&!9a$=E<7!EQra#&LVcSP6)nI57-KroTF<9MA*GG{}3+UE5o`G%sI1 zvUKg-HF0rqBQHDUfOo~k{Vc=S^B)~SB;K1TZ=;vU0x8aE5Jtq&ujp#1M4;mIhqZ!5_c zI;4byP=o2B!^m<08wOAe){lXr_JnPB7#MP~=zosN4vW^bG~PG<6U`2^W6pjZ|J%8IfK*CrBJqxss4!K;Nl{@88cbSkDgGm zZkhV&NlBQM5uMA~Mv((hNJ{G0rxv93ceNMioZCL5*9HazkfhH1CvZ#?%z}pwjjfzF z9rIlonVG+D3fXqEQV<|I)F5Q!ZhFoWCr&(Z6tdmh*LW(}i=M}<=ivGwdr+?L&?dQ^ zmp>nm3*UW`lk?D1Lmct3JBR%{5KwNimvjvkkFnrLsl9(EGB)t+@s2@9Rq?i4F|~Lr+^f6`D524Uy0w(0?)9 zc=1$O6eJ8VW58{#CqFp`;b8Y8D2jpzj+W7b*l4O2Wk}vAL*KmN#R74_qc0ylQqw%N61JAtTDU_4A(VXh_4Yr|!j72}}J#!b<|IIwoWc#v+) z_%*#$prxfHfCFY`Ww8-A;055PuV$dW6$F9<8gKWzj>Q-9WFwkwwx`+mWJQRhNHgdP zs53@7n7pJQ!Envj`ufSGKm9-^VztxGCG%sgaD!DcFr7I(I*Kuur&PaStxZjNjkTQa z%i2!F3IXe$9VSBn_fC9tK30#D1|C3-5&!{3Z;-%$BwErH#MbYWlc4NRj#bK;!^kT58LpioHMep0F!{UD5rM{ z!xkQ$nsRDWrHlHPEdX|AupTbw&pN!Fs;uqx=6fntpjLxxPH6JSF8MB`4 zI~eVubOA0j|JqHE;4rl?(@TPBpCiIeB^NV`iiCN2pMEvFZe~W9Z|tcE6B^cruVe9y?yb*ySjg#i6p2xJtYMe=cL!bKSz-i zph0kGL=SU|iR3P+$@6F9~z+M>bi#X?C zK`@4|T=CMlNxpOEPI#rpjW48;<+Yzb`#*fR&vOyI4j~Ue-(v_KpUY4T$T_VfurZjg zBakV^B0M&hhja>UVuWrP+0J8y2M!)AoAL7jK?m=Lys^S8{7u2$ehv&DGv3aaM?fiq z`YbQPO0K4%u`oRie;^zRZT_pmiVnZ-Pl=_aVnNk*PEJ4`n*$-rh+vk5n-vnfZEv$; zcPMjwCZVuHcyYD$gF5I5MYR}&{H%GCV2?YD{Md@sE*F3ie`EMoeT2I*MwM+}6~nV) z4?!RLIa{5I!6K+hepL}?&7WQ|+QIM}6lD(vEB5afeD=twj-bv>$j%-vssJPWN9@jd z-=LrdskDS{jE_yd9+JG%^P@ZakxnFr-{adrj~q>`ker3D8? z(vT4h|T%varLOg$8L1jxd70dxi zM^KP}anNuGipv1*Xh6RKC4_P=VLwd8l2lRxi^Uyc5WzB~5fm(h-QtIlQf7(n@89{3 z9`#8(B_!nBo@Wk9;j{nr-%r=0SgBINXkLA+n5CK7^O%@Yk5xxZbs>|G`cP1gb8slU zHTk!uTxuau2jI)Qckf6iyi>2blG}HfLAZc`e`4Z6n z?fZA&ZtTP1aWVuL9>b>J!Zf~oUKiAS`1r9nY1F4MG!z;B1Q`A7Sbd&QA39Ax!6 z{}25|wWVJCI)3wJ(EoW;*uSTV6e7o!Vuf$bJj_cZY|ov(-O3p|8T37cR{CFl;P9o| z6PC+v|1z)YKpE;3EJa9HNn1Sj&OSq#$xXxLp<1IZ?s|%|hJ^Jz` zx6l55n|Jh}D%|F>Tm3Q;yCvKftT4C=tmAW#;4r+O_Pt;;EDGZSS}FtX$hc3*n8dW3 zLX9po6d%)4*;!ZFIgSq#&q#UVctHyDtVsyXxO?b~E)(ti>>>9)OKz>45P-C;ZeH-TaP;c*a zx7!r-T{V%Z&Z7RIq3gD`<*;Pop`FhMiG~}9=I-4B?S#kl%Rb-%q`%mVO9{g`=Go+Xkb%#P9@pxvDgJJ zgfqom1OS{EhM|%au<5*EV$$5$c>YI;`FD1Jamb^P6OxnJf#XSh8e3Y-u3vWo@PNme zFhWX1)q*irSb)G)*+0jzUg&NM8aR%epa^#?`A%U~w!(mksVQOX-g>lQ+DKhPgPx9# zT*9TZrzei;1>pJ7*&cHlDA*7<+S{*MM9@RkgI+45p`nqDu?!cC+<3QOBtO*}E0uhJ zB7#~AaSx-5z>?U0F|#@bxfo8OIW?dGz%bzBckfopH`i^={Rm#b5z{Igb5rKeQ9N6E zZ?(=Q;jSyN9U4h|2F7kud4Xc_M(}_1EbkrAk@0;%(f}AKVt}FN&PBRDaA{~k6N2;y z<=lPn3*^sGD7z)g!rSj?fy-fz3B6~i*~!{E1MoaD5_hgx;%2ccm4r1gh~L*^ZB@qL z4mb$RTPtLS+af#;!TBzLa2H7CC@dI(5(iO4A4f9a1{CJ~`&+xaV}aUZV>c#?r|Kj4 zjzjgpy-hD)vLQ4C1T?_6tfYX&F!cic0l&kVu^K727ernxfN+lk19jfsyoTmhqXRGH zsLaD~L0f&e;?RKqwY09LFP=@!&7zLuS{E*SfNBcc7(-9z5dV-u!FUb_4NXqs)}t9{ zKESpIY`qQJs!-&_Q zhYt_ktiv1(_$e0McT)&54KF`GtghiZmOh0|njNgqNx2g}@Aft{z3D%$wEoibt|4S; z3~d(o4q`Z!xC8eF!K+~%M2V3iBTx)37^u88*9cHkmRV{bm57tRwyH|%YU6`=qp=|) z+@*=4g;hYuB;iXbqe$=GaV|i7MNRV8;MAgr0@+Whg@{evo^MYEvqa?wD#s?M&-1L2 zPf`)?{2cDcjt#~gAW#{=NW^+(AY1?Wb718O5y_9yZ*=aJJyZ(^SWG6}>{dcP5{mhI zgKybN&_}Vope3P>`-r5jD-O%ENwZ1HPWvgmWFm-rL={wfhh23dc3_?k>wsC zOzxC5&j05`rI+@N9_lP5lwS-%w5#AxMDLGCvL2TM;X#Kc{GX`XQ)}y%0=(`2es}i2 iZ^T=l@n15(xhA1_C4-7cwOcz5fU9lpR9= literal 0 HcmV?d00001 diff --git a/Project/advanced_approach/README.assets/1532696382476.png b/Project/advanced_approach/README.assets/1532696382476.png new file mode 100644 index 0000000000000000000000000000000000000000..7396b448a2c623e1cb14969ce71ff0462c22097d GIT binary patch literal 33286 zcmdqJbySt@*DZ`4lz<2lqJ$tV-Jos(=>|#Z?r!l>Qb0huySrOKkWT56?(Y89*5~}* zcYNa=<9z48Grm2HE$+DQE7qE8&bclhDG4F;y99SpP*Bj{2qR=rP;PLdpj>%=`zri| z2$N6$00rJd!JN%anym8_NR9 z$_7WbjdPXD6--y%GRJ&VndQ!_8*lbcD<@ZL8#oUg z<4zsB9I4qkIj0%XUct8_9|^1#xv_trqM)3i8rlB)eEowm@!zKc)d>o>{yy!YcbO;A z($Z3}x1BZDo~en0N0Qted&LR&HM=8-$|i3wVA$#n|bKC=3FVc|1Omsv+Wy)-E*lXY4GCe4PA=!9$; z=HVi#yNlf<{BAX+rTa0Q*3E$=@nK;L>+9!Z=JmBlU?-_B(Z-I-1j3&(ze^#ib@7 z0Hd0MgX0Ls3KJcDe%nF2`Lp4~9&+;3-*&5K>+9;qa@l5OWVHPH#lpc+q5U%e@iijC zVPm|quTO@IESb;s#AbES-+N=SmXMH8MP7b>V?$k0F@5rDGs=FN-P*7;tP6M-Oauof zr{Nk6J^cpEh*sh7 zmNN(miGadF%XjY*!o%?lqmE;_?G+RiY0|O_3Z%}df`oNUOgg45ys7Bv>G}BT%E}au zX*1ZX^}8RbsEmF4CP12%lcQQ{G{C)Cqitj~YH)g2(iSU@-@Ps?tF5zBeD-w)pJJQy zYW48_#uz5uw%wR#^Qe7oZAR^3bQ9I~{Pr8;FtKW?syThEjf`HHBpbgnWp#Du)5N1a zF-hE32XkX$h+wTvH+p54!~_LduKdb`d!nJq)@<}-wNzd46Lw7|^{;h43=0c`q2=b` z;i05V&&xC0`u#n{a6(=|ff}>3t<6__c4?DRq^*7A<%ED&?@;K%*H+sKw7}X;uf|rV z2v_=pvv1$7bThYJ(j6Zkr=_LQof~|H@zZcSPJQKt@#xVb>S`lnWBtx3R)e0$+S;=Z zI+05eg~h4a`8N#>4eYn|%}svyi!-nk37M2)TLLng`&F^9MXcY6rVmP*A?I(j; zb@1p_-$jpBTBk=xkDVRwzIyd4@DXoRNJ#Sd*Og%huC%&WExO;ITu1C{edU|>*LzO!orKP1X_Bc<)BDn20U>PzoG08QT+Hb1csU930pa*7q zyiT!9ZusGYBQ7pZDH*r6v5_}kaZ)AwC@M*cGKoIc)mziMMNZ?<40VXLt?dmbo{NzA z=2gwR)$dgVFH&v9CsZVycw>j-MRNdU_{QWx%wSNlw6X+Tnb2}fHcxrk> zc;n>TE1Y!??7CnqQB>gruxU9b@6EjWtxI(K$=nHd=k`qR+88Z&cqYwb7V z($mw!!^1s1Ucha9b#K=(MC%#;x+6_+jU4+9mQRybq7;X2+t=T}-;s)li?cE@tqf#` z!`)C-aPF@(rDFXGjB0 z?!0B_#u+(e{3TpI3XJ%vTYHK54*6S$JZI_Xe87((=KRdEyd(6+z|NQxL zO3I%N4WzWRYq{l*`vVlpdc(7d^$vj$YpRfG& zMrLMteUN|r#h>-#|6W*Nv-tfjgiTL6@;J(nV^>yJ7wf;!E_QNqf?VU{;{#jH zX>TbgJzZaRRPmkE z;qCG+7HYGtGH4336;T!5EM_JSxA$|on|kE%Q9u3TN@w>|Z=j7c1^+f#_}~DiQp zIXM9#Vg32R7(z#1|8P*ne0{i3`*>%5jh;T7kc6aLy(1tXfCwYKq{Qai`zsK*%FQNr z_V@iie?FV>WAHYB8PwF&OcwMfO-dCFN2Xa5R9joyDfi1-05V~8DlV?BQ%;xiMP4MkL2Gb3n>Mu^RPo#-3gdX3k zIT$sDrKid8erwCZQ*(F--a~z8iJb9osJov_s|pLZ8@(`b`NKj(M}~*T>)rX;*bX49 z6qJSdu-r5-5s7Sm4{JkTf6;8B$_J6;hsUrnR=zo5KLvZ= zXee)j(7fjRBPD6+ZC@AdVkxSQcIUGer%F|~`8HgLpfXuYkkvx<1V!4Ou1M=| znuS)py}QkFe=(!?Q%^x!VD|K%{i|lIYHwAkdX9NFuyytNXR4C&3G+oJ8`~R1^x;A6 z6xh$n!iVIHD;%qBOO1yD+Fe~_gJWYSAavta+t}K6$MYk>#m>%705NxwrVF3@4{t2U zyn{nS-5nihsHkK~IXSdV`W6+cW?mS?_w#debA70|xmAu|aX}bu!{ZU94=-kL;E9`I zNL(XdoSQ3VUe?2!|)rNuML zyS1^gQCV3DTRKdb9MCZ-hKh=suTh^@F_PGOfIB`uKI|t&`=A&v5t2xAfQyR@ zHau`}MvQX+N@OmGAQQVum~5Kc3$}uLQ6Gqh&QA|VEY+&*#9dXz-y#Uu*>XH=(;s@Z z6!=FLJ|YYEGd3pIDy%5;3~Jxs+jDUxtino@*U{B|7ANI!dEq)wc|gqX<}y;GOUQ0^ zw%g5rxG|AUwLCKR+x>LCd`R8dpBJ^Ptju>2l@To@Hny`)fv7J}jeGvqy_EFya##=E zDSbalnuFTsVFuQW_xV4Rm`|x6@A9=_w#(sj+pS6Rp94I{$HumTK$?{WC^qL1cI#{) ze_nR>SfTc<(=vYKOx8GbAJtV!QN?grYC(jPllz*PX^234gpc*{fpKojlF$D5QWMY^ z6m0hJS)A4jpWz=Jk<2jDd3kx)ZehqB=RtZg-baBA;4kjz?7TTzY78%h04IYP0VRfn zL{~TeC2gn()EXmGOiq~i)E)mORIrCA9N=M(*HEAG_|AOlN-D>;IJic96)YL*FBO_{6 zHmyB9Urb>mD4x?E9UU2%CA6JO|30PMk z;|K*l(%n>3th@~=*uS-Ye^8~Z(dA+{HA3@%S3azHwPv|HM)7lYO3IJXQ73?jZL>xv zqyR%?r-m8*SMw72SuAWKcCHd9`lWk0ztjp=eM&)k?b<(@n*aEhZaTL^?a6mM7eXN# zc6PiNuTo|*Qf?lvrTF57hZI#wVc|0>Dy3?>TqRn1DypTP#Kwdd|2&n5sj!@F2Jl}L z1j7K3%+J?%Whj3NrULcuT{#5<2Zy5%H&BPoZ*jPu?6rnaA|pJT>FC$cP+}ejMjoCs zNWeo!KR5;fRKhUvLB9F@`!|F!)+bM1@ai>xe&~97pi9zu)X6?Yt6I@BJnXQy)H~&R zI6)cj!u0MNioZt4pE`g6#miNdk>=^s=Aof-++sspm9q1Wc`KnnNAbr!TgSs6J~V_- zCOPm-u9c_NAC1cu#Jd7}knqN$DC#9Uos8MIw9&LZ`;+OJR2o>;*RGus)@|hn)!VKr zNJ&XuyCN+u9q)eOI92C*xHh7#qr(D)hW(T)J2P|t*jRN^Qc_x)-p*VrK-a?3(pYx$ zNgxK`r^A#b;t`C~unZiIwi0JzcOg^4Z4}hhxWKIeRD_qR!ND1q%QETs6T85u1mYaAgbjnune>c_i= z#mDoT3^SUWo8P+S1rw8rMoCGj54Gz*H_@Y5jl*hdc^etw;#BKgDpOPEAuE=g;k*Kv zgdUG1Qr=(E|5~}+8Je=k4i28PN~=Sm4_}>L7)`ZK$BPUVq`JI#1;h10BaEuQSZ9yc zJEN#bW|nM8{e9Z66%E(@flwO7xU%_?Vtqma0_wQ(LjdZZKYy-sJuTt~Oab-t$s zdfjmow2{b>fd`97wUO-&zWB|B1wCWqF#)lmJhf|AuSR9FuJ`U){s|K(-$Z?;M(-Ht zX=+;T%)MDRLI3;Kgx9Q%rz?OIHXwSz65@xQOs`h;nUI~Hg5r}mBwF~g2ee8BT1~#s zWYg|RtE!HBW064`Mizw|GmeQ2I#pa7|PwfIbO*O>#Hl4`*3~C z9x4U2Mzn`az$B70FyzA>Q6Cd=SUl$77;bDNqoOhxD>J3eO-)NXSRFEl)a&8{hs=7yCr9D;#&zoKBmXnqE9-xlcrh=DW=buWp_ z7BV0pNQ3I@>&2eR8Xg1fMH*!A{lg9Gg^p*`)XG&hnZo2&_V$ar$5mBTlarHe-(mTo zH9{DMA{m{Si-m%sskc{}R|NtWU@aVJ0|NsQ5deR!FoIBP>UBhHw^GJ?H_ZS!ig*8h z22rW|rQ7}!7vP=H5A(J&4Exgz#a=n866ojDU1RN%Nxt)!34i~jO5JKmz~o(khWE9$4Al-d^)t9m>ZEnn_%BxtOJ= zrK9sPfH4L@@RZaC(J*aMW;P*$KyE9Tq1UgQfW!Eu0{Qi662R>nw{9uQ$w4Vy3`-2Q z1{vuA*+?6tz7PNWqu(9p3e|2)OAD~kmq)XKoAsA&$;ZXZ6P4DKEG#8?dGwr|m38=` zPgq8)o0DZ^WeJ5niHBr~Vf_<`|JOyj>Z`yq1NsP$R_PutuCBg*`bDnx^z<|l#v&AC zqrmFGG8mtj0Oa@_7M_Pd0pv}nASEK1UT>Rl>cW}?7OwtmrybJ$A>?GJ#EWWbV!V%B z++fLyiG8-(0*nuP>fqvZQ(sRHk`gwgG-=r#%sY3mZeK^fbur$Z5264tsr&f;uMA2K z1p{Rg@&8_JT$%CTA?>-@sgNB=#3@7jKuAc)etmQwNQmBn0r@*yhld)~c65!5P|a5X zXh?ePmnIo+W^7yy;0V$Y5vSD;;HaT41};i7vxE1V0_cG{ z=a)7MMq=+IA+N|MEmcX|gyy$Sqj~>sM?#CQ=462&&H$@A`ZQ0inhow2loadMV2aMD zF;oEJQ0+Xuf7jpN--n8Yg@uw5CYQUykm&ENs~6}wYn<29KY5a9K2?W>g*B9~F;%E7 z1ltL|Tsq_LzWCoprLya8Cp%iB80`Q4G;w$}z(reQ${T+_D?dr^KRFa73TsmF zKQh+;MVV0)cF&zVcR;5x&l^;)Ih=Ghhg_8#d&3||aW2^4Kr;@ClJ(Kj&f&+%yZT0x zF=DiDyE-Ty!%h#?hSKdXr5|-Ca;@!pag1`1e zU$#@$q&{1C0*D<54JcT1W3m2xpu5uUuN5eXVPYU4cJ__#TG-gA);g6!ag|M!Ctu=1 z>$?{fr*G|_k&z)x8pQJas40D@AYG(Re#@bzH(5wXP_WF76!}>wmztfj*_&hK3@j{P zy&+Lo*{x>{^XasFf!o9Bg&pR!zcRnR&TBeal9WVhXKrM)lJX`5QYY;5WWdP&1Z21( zqN2`wOWPnt04baci-1xhMhQsNk9Tn3-L?xI4@tG~^&mRKW(1Ok*J+Q#`CtudF!-}l zrxn{%Q%;%N?aaZ#q98wiv*8melzX9=LlLcCpUL|A`61~|3~DYer=EltASJ-Iff&V( zH88Y1kgX{68Gjls590O5j~{P(<|p(iy11MHQ|$`b9i7nb;>>Yh7E1X~1qF=!{Plni z0ffvRZO{4^c0@ea21UX|$tOG-a3o zr28O{(W^n}xC@naY;-g?Y)b&f!I}{er6y~gVVrA$gn^=IZ0r=!00CJj68KhBoSm%Z zqcs9F`PSQOd3kY;)_4XS0K{l*{Ir6C0=R%RRD1hFSdq`sWEB)Z9(3Jbk)Kb4Fu%C5 z;Rdy5aBwi(8#fmh=x?%?4z7_lo0I2|2+=rfr5ktfms29I&zjcq0s&mVaZts!mi5R;!I(6?NfsA zxMm4f3|Z}`;u@80yWbc;E796nT0R3QY53ns$#R@j1d^+yygc9B+|-l~1c02JlCrW3 zfF!_Xlaa!bEG{W=fjA~ECU*7OwMN^~3jP1(1!!z!008q`=9Ab{LRO>uSjVTQsMkLL zIZ&M6-rg=x+N8A&`^UTG$B!RSdzO^QIc~yT!o2g?EJ=Y51S_qwqJkx=mG-AMsZ$1O>F`Mh@$Ynxq|1~#V$MO_+$_KfG`}eZ=JUyy^Dr+wv-$g z#-I@w9ZiUh&1AhGhKCmpvNZ5^@86@mws3H$XcperL#7|^#%Taf9s=L$6fkGE9egn{ zvv2V@?X`UW{$e{B9y^nQ%#d|!?bb(O`_NER6A=*sMd=y~%Z=*dOJaWhWiz4qy`bjl zY|IxySv&DB*Vfl}cXqyBv$D3vy`oBA4xC$?^QV{7@2^|~Hi#7{4FEe(R_1zKCx|P# z*=P1Ug(ZqV+ebfsz#6MN*vyi_04WoD_R0T@i7wwrYI`y!IMW>={i7auQ)M32C{M6wvlfH?pP ze!b2pTL>7UqV14?A!rAp1D(^;+uMtO+~LD2g@G01?=KFvfEl3!vhlnAdQkZk!%zUC ztE#AI(P09xd%{&(R8-}BNPntK9eM$A0f0mg$JvQYX<1o7V4&hzL~QK({CsNPYY~yV zr%{>_03tF=7)^!?U=Ws9SG_)d1Q3lK)O=ls>1|`kft(>bult~E?78PIc@hwvRaIPU zwNT81s!J*(w@GlT2;O&-{*M2mG}V1J*BbwYoF(De5jk=VjnfrTN$qrWjpMecI;(-e z&hBpZ=g$q>9RA=E0kz%nYf~V-Lx>|~dj1@gBcNJ>MN*+sd*IiExDPe}EUciYD5H1p z-s$M1wTD9ls<5ob~Fzl&&%{(yyd-C?zVY2?>% zU2|%>bYr93;9h7p6DGC~vIzC)Zu+x`1RA5#6*ha5Z=FiSR#qNE3gtiF>j#5@rzR;W zDH<9Y{CRS?$qz;e$Xh^Lf;HuybTpeO1eQAZ1)-loz2*p*;?2R_=;oFOGYbo4R-jbS zC;+c?X?C5MCxBK!1E6-SJZ;hB)Ev0~{`)*Kl3mzI_X8!W4!NkN^@V0O2UVp<-uYp;T!#uc+aQd;h*1 z%wWB{duTZe(79mNAjf`_uU;+U4(eeoyy9Z0tst)SXtfIwH6j`0dxc_KCXCV zvAf6@v(;Oz$303TG`9nvp>-eHOw+v&+|s=h{e3T6UzQTyx2Z{I31 z^6bvWk%p>ER8+LTuMd>csMPQJJpzdm3^gL|-(!6dNx)c`OjHdF4IO^-xMo#34qWqb zwClwgAqUj=&s^MgRo!x}tm1LJ8s7*Dzl+~ZZ|Lve^&)XII4FLzFDd7WL>KVjGi9)< zJOfc2*0Iyd*`J&LP0}e#i`5I{V;Mv_Akk|o2|lJ-+uL6r0GK=7s0M)x_!~fVhK|Qh zFri2;6iCb5SYhLxy*+TQgf^>zvx#BHgzZZ!v$v1WLpBp7nA_;=7sxMouP6n(7@TK+ z9-XOU=5fKsKbW@jp@!~~p?1#bc zP9Fz9?B9lO>%3a(WZjT&ur-rNm5Vt@R^y-)2tV#owZP>0do}Ov{tv$GyY=rYzX!}0f_ ze$A)W;%8^;ho7_9y%))f?bdlCcTp=$&%7J;8>zI3apTDhn?kfxami1jvq--9Ff_zb z)7A>x&`$BolA{+4&057(u~s5}Ok1o#$)AMr^ekg;rOVXT8o|Vl8ryh>Rg-uh-Ig;& zLZ&0P_N6U$9bZrZq2>N%siL~*!&M_I2@3L*hlI;3OIrj>a*=G8%qQ46P(r^~^nFmv z*#o>gY@Y>QYCgWn*4AfGXdcTL*Ccz+&(G5-mjKt4v@K;?WHgWkduy=ks^6PBrkOes9a_-HKQ%H-VhVa>=IU7x zHCi>dmlWfIg*E>`jyxT2z;`vSl9g0Mf<|i&4ePnp!o@#H`Yq!0;o;*d8ed$~la!x^ zF#DckXV#>=RDgezTK<#7T1hp1qQQAfVq6>F(;MG&gv53e{%s}wGC8(c{(vH>&*)eq zkX(|r@55(8Zp?FB$1{wv%!PtcIqCowJQDYbY)@~&idCFm1Vd!%oIN$CKwfIuXPSZYekj}Lr~bFa19EJU(}cC`LUeq zVlyjcqxD0IVVCXZTHLN;e}7RM8oEuxRqneZK|AwumOkFzHgBdvY-leZ`bQWsd*f$` zKMnEF8J>M}x`W*$DyaIcch{jP`|PIAg+wQjJSdN03RR!J}&P5QtvF3&&B%P8zaSw!4#tSo<9Emv8={}pr;Cc#(!?m zlK_^Od(z6v%79F9>43JL+nI0oxBFE9*dN?mH?Q{f_XG8^4~9E*0+uEB%Tp38@p!&- zpsh3y!GXxf!xQ7ZF;$O*3{d$=Mle2MW|pmuMH1zoJ|Qmvyb<`|w4HAchuj4yu@=xN z;PtW>`*kd4F<|Bc!;NB&64w3uUxR|S(ULtC61TJHsj2VYzCB#yXx$yh%gn^Yl9xaG zGw{}}Tc;-{Am?P%4)N6-(gc65^m#RH3BoIYlw@d4q;wjoGnQit;8c-$l`N=s2d0Xw! zV8lys*|B97qy&54^`!}nd&6bL^{hPMgQ+h%S<36TTBb4B?+;K zJ=LBhS{zGPxn)m@N@`_av@}-RNT_}OwXtXyQBPbyRBO%sI#B}QT4lR5Sve83l#(-U z#g-H!D_C!%9*R90 zFmxzTaZY>swoZW^x$}|HDy>L4=XQ1$7WbXL;UW6*F<-_=)knA?F4M|4v3RL-ym{OX zHO(q_KH@*Tt@rsbKjW)vU1XElqn>`taf|LrH@n4roiiLeU+-5xo{-L12rIlqkkee~ zi=jP7r1oA`p{)!*f!IXGa5|LN=Z9cPasN5o{&3a3w#y84WuC<@V)6GC;!X0*+B;J_ z1xS8T{l%zEHt6;3HJ^TguvdZOn2S^O}ljU?~{Vq^4 zkp4oV0RueJAgX8241v&uG6%WJ+|IeM&cW*izA6Cn;5GOOKHpWErueMnba_QZb|{#D zW#PX#(gwVOvrX$gGJ3HXiVM}vgPVL!#e zwgDxS59)lNz|HDiPs@M~HZfT%G3;kKNVPa`d0Deg}CxTwKt7 z)GMu;CMVThT`53AQ7U+Madr%)05EhQM@gG)0q+KP76ZS*WpjRZHta=fpn4x_Z}Yn2 z1t{5(;{mX%JC>WBhQ@E@t!r)?SBQ6t-jkp9E_Kth?=s)G3;vWDed^Ho^E>>Ao|RAx zAs6!9Gc^Tof7NViY>MxBs<(HrjNjF&(OU;L4ld=#{F;bglg-0*v4z^FY-@pPHKTTR z=BE`u-5b_S#W$Yf>ga?|RD}y6*f$sSbiygf@rK7Ds2Uu2BoGn$R!-Y>+U^>@-CA=U z8a{z;+-{pQ{yCP7HMU2pY#l8EjAjw#|HR(GdZSz9D`FWdCx{3*cslFpNVu{}%~e|X zV1qxXVBOt4uKKGW!YA_+H^y11?UcAHFW*?^m5_DKe1~De8xD7EDq`~Tt~Q0`3yMx`koI*rjv-=nY?Us2-WvF*K2x2SiU7cDO2+4Z9d<({ygGYh28wJyi{6VkH<2{%0g|HBITP%$zh-4Vb*fQJceZ$(9Y zfX;?A+(TP+B*$`;XyaH6v9Th--|p-j9u{`@`c-hagVco+l$*N_o(zmfJRDFg>XAq{ zLWM2~#=M1v-@h4wnS)pfm~X4Nn-2``Y^e>j7jeEUd)36J#lm?MVDRl| zL~w2&y(IInN?)W;rR1afHNV@8emHVcAB~;a(Ky27@}=6!tm{AzegVZf(CSTr;wZ{aEV zuu>Ie+P=d37W+p(jt_AbQeGnvJg!LuSu|3$FTK4DEZi42Vog}>PZ~7UK!2$*Dk)Ux z?&<>B0ps>zi6PP-@K|FT=MoFeq$vZ%oG2i2a3 zM60c@ujAn004E29BQXw6f8wiKupj_~@?V}6=j53D{^nr)Fljlwk! zWcpfpDVS&$q;bzJy~!ymZ{XhQ3R_*;If^k-dxWJZBzSXx)mA~UN!!bbrh$W~tLHKM zYwk%i1^6X7dQO>>oBG9@X#G*Q5@lc+g2go^UIZWO6QZ>k!hHZQM7*O+WoXxPxG z(wzZ_B8}5aD}2Y8br|vKL<_?TCtWR+=D9dQkzb{5UE z!pE}R9M5xJv@@X$(-TDe;KTbJFL8{JQE3akO%yCCy zhRC%xA&JtR!d3cj4rd)z$_5GEZetv2p;`+BC5nrS>wo4ZE7Oe>X3ep|-v=fNcopJn zSeTx!?rQ}2%qM8V+jn~SzGG~`vTAuIO<%II5;l~zdA~@EBkz!fd*@_A=_6}oO zvj0$rGA4>2UXU$dKSyiaa&+-r8c$?RYRi^nH+MRbd)vW22mo(OxZB@b_;*W-Pa{R0 zR5(2Sszi0Xth{}FSEG82&n@BcGy0CK=x3P^xp&fQC&n5Yd(`G>Z`(N9hxoN49Ajlp zm~3l;ua$+lF5PIXx(PPNP>LUl2ADB6TkO1-&e5m1x ziBGCUb*0guh5}9=betUElmi0z+%I@e!_(5L-7o8AqOZOt?FE$wSHljUknpr)D*A}w z;GYaprnh(@i`STN-mIix`^b?71=oG7A`h~C?wA&&c>66H>CE1;(dFafxrY4?$bY0+ zP&ixA&3-?>yZQ36kIJ|*fq^hBKcBE~>|{8g8+87k!G^?_o9B~4_AYuOo=&G@IF>Cl zmc}NRW)csss$HDlYPzacm)*$ETCA)jZMYwAZ{4jS&hRXIxqqOpuAm{fO#^fMME5cm z{-UPN?88@(C#!U>PYBmI9rARr+w9xeO!<&S;NzrJzd^h)!Ej`xHf|ry;8se%p>CyF z|LA~PGd#;l6u*|bvNx}q-acdpGfqsbl}cvw*Du7>V2Vq-B35+0%ewpO)JTENT$*lj zo8P1BHpPl}vfKPP3lFo~)7|RsmCiT#j$6RmJlqR82HWF~$R-coVG6U?mhJnkqB zfgn-~=u{yOx8AR`iu~N6uHs&rqud-K9M5yr-*_g~L5*%&*t`D1DAFoDXUBK+*IwU& zslTIXill2TYslpua+SWEn-2>Dz!@F9Jm!u8{gN^u-HBMMZ550`>s>=UPx}K=A_pT=UR) ze@tbG^DMo3c8`HHal-xm*9d5aQ!UhL0_zDV5lHMd&tPN)bUQdhd~s>Oj0a6r?53kX z>Y~$??gM5uNr9*e-vWh6G+gfJ*cfc)N$^Wm9tuLi0v#tzjErBr!R<2%W?pE%E8N_t z)2M^)K_olvNGY7pdwh^ycFS8>?irumQy*6sTMH7(=rV+R`j@7Li7IvHyur+VX+zSlfJs|2^x1jKM@kF zAZ_OmtnV9oPfw^dafFUys=vDIuHcgOAIwt(=7>kW#i`EnV&yYe^(aY;dZilYF%?ql zw88Yekx?t|oA*(gjN=t7V&`A^&ee@fd69Jk7EDWso0F_J>USf9r*=<+=-KP3lY~{Dk=^B{2}bEk5~`y|5IsrSaSYx59v0^zP9ePLRv1mZul-1BJ}UD}@HT3H_1Xyrv!UpJjec{)g~ftmL!v(imI{y>do z@g`!==qwxDzFQw^$xEw1We2KFncHvBes@8fnVA`y0Du}B98^0|b^KpmfWaB(-WS}4 z?H>k8AFl>=KS&$ORbwtYAi3K=EyGXAOv;>OHX0iJme;wH^gcs9QATA4hE*S?Ro_rS zvQOoAYe;FJs8rgmE4#UYOc?oBRLsvemy-J8Z2tdb4D8(S+C;-cj4+8xA@4daf!5|Lp zFoo4Ww6=i>1P7cIL_f&H?pxn)Sub{(PM81BIx)8nyF{ zt5=*!zC*(YxLnSGdI7YU>9TnTn9^*4>N*YNkp}8okXKcU_55MffdKr4YO4#aKwuOB zGG+*ZFBr})8<;>*>%snG6Z`$TrK3Z&NaxP!r*(ju{>`YL8jyY#Zf?*Jx%l`lZs>pl zl)(E(Z2IQ61<(VGo}eJAKMfI&WTIeV3ZCEtsz$dx467GRL}_A?GAb&f2*4Tim}cWZnBd?9>^cHYe?TlzD*}!m_g8dkrP2lwL2VdXq+l_&oV9=p^ zAsKpuET&(wRj8DkUG;cx3KRPq*W=Hj6UwU4Xd>_!+(qx)Z9qOeKb(T1&dAX4c+@x_ z+EndMLF2x6?;dEc$eYK*!?R0RGz<*p{b~L?4?sf(Jxh|} zbNhVJVQV(@;)=s$qAq}fn4r5wq$;eaN0 zFwV@(%;<9{P=_uoEz=BxnkQbzsvCD4XPTIH}!da4a02rU)_-r&?+hZcyDA$GHI z=qJ`xftNeH{?iKZ{sB7}3rL}T;2u`1P7&C1k!u-jegyvj#eNE{Pk=k6sY9`QVYKek z!5eEx|GgzBLQwDAK{k}Z`i3qRAS|J0-wireq0WJx*{E}>YGHCNU@pPuhqNI4)m*oa z&%S>B3iev?ecsswVe}i#r$)xlGhU!+CL|;%bO4k=QC9%#5I&QRH#ACu%Lsbnsi~>K zDq=U+f>o(1fl#Fncl|zX(a_jf4-z7njiFl$wk??00dgDwA}JMuPuZIJdyjZJ0KP@T zXqSIw_5&j7?CkWRqN7^}do@r;0D7Sd860?tiHX2!BIJM|0_F)xwE`xF4qr{l1eOh1gNLcTh*$`741fU|6&JKi0XdO+AY>a|gg(={!~b19UG|AvS} zg37aUv?jLe_kGcGTld*y2`a84~c$L*pq)Gu-_!k8f+2^xR40P^Y5 zf1MC>@`=Ca4vGNDJABXc@_y8Lp#*adqJW(nr^@?H0(!_*jpBq-%JuEq2hE62Ub@#} zZ|t=xO5ddV1@ngTeyQt(kcN)V|H}J%f=@4>gtvoF@c|sk0_W=hvu}fiPvqmiKR1;J zHZ_pH;D4a0pk?0b)63^Q*2uGbP;TOTNmuf*@$&NW@VKBz5}^oSGNL6*L9bsEjS%+* z&M+LSa+8a!XQ|b&7~|~Bb?C5Cbt4$3p)<&ZKD>S2s;~-aSJ?W}SUit%F*;mqh9D1b z_Ysy&yqGI_dmi<`AfZeuo%>b*uXmgFpD)CugXM{N)y_~&^qM#Y=^pbsrTB36)G6IV zWY#a>_ill2S)pK zmFNvS?^_rt}k zwvzyluDtG}$5Ac~#S@|IPx?^Wj09L?C1n0+8NPA=% zM)Qcw(IiWIsH8HV!>1}GS~KI-=^Iy-Ik>p;RLZ*meRh*w+jsV9VeEkBGw8WVlZdSX zLB5UjXbu$Vo~4o|`Ly^JqxH_&u5-oeaCiW;4%N zr%;IqAHM=RDBayJD=Ihu?|~w*wq`;~O-l25gWzZnjZ!1r_-_5Fc<2j$`LY3NKr)-) ziWD21oP?88^1Zyg(o<59NER?P3>vuYTie>S#$aq#0Hs1&Lf8Pzgi=AAw`l$Z;`hJ6 z5)QYS7cz1_21DuD`MCxh76Hv#03=R1@!dbz{y8b@&jL+KdwUVzh+X+XnsKk!W5t>J z7vyMU|1lWTz=Tp(S_%;AlWRTrDW=#Z zisnE$K{GTorIEI^wmt`8#`S~+E0)jI33dmV1P2SbOM^xZp(|W6jwkZ#R~DP49`LJ! zTn>2-awuh-11WqOocp3)=i&%vPpGQOxE$$&%7)xLOyoKI{i*%E_-gp~jk@o8vhgw+8DvSrUk%2FhRL#wOrOs{{l5{EW@bHK5NG zF3#v2)|QOn=>7Ezd=R+A#Nr54JbEzit%YE{f8=a6nsY%rgoMy0 zBSiqVqN1aJ{`?8vf-JYTc`GP28X2KBg7a|N4&nTnJoQ>QmB?6IJ0v{Z9>^FtyCq22 z1||^>b$~8JpjXtK?4fJD7E8^Pp?0$AQA5?Alg*Z{uC5$PJF5LGb#~u!hK&pk424`} zXp^Xg{Wf1b2aMc0BD_L|1mIvVIi36s` z1$oFshEgSvI~nd7wPjsfvu44Q6M|Ce}D*ja^h6l$-~Q=D)a1=ssfH<0Al0W)2E)^ zFJHX^dn6Ft&_@St{$S9C!n0&Nr%Ow66*^y7VT&*^$v_Ifezj03Cle1CUKyDNMlpBw zYLEZg_jP+#OJB^|ZBcP18+x876Ttm}#TQP7fD#tuSn$`2)4}OPAhCXlh!`FpkBN$M zf}rrHXB7ON&>ICOs!1Y%c?L{-_s*T(lE;~4+~Pspn(;@tL_{(1@%3P)1w$kd(mptp zfFr>}zTcDh3hHbyX@NbK78(usXt@GV#>n;r_`|&cQ$ssw6mZF(!GSLpIRmFMl|@QX zsn)xl!~8HoC9_PaWlBOs$UMKFN1fmAyzh0+Kj*!UYhU}ic3W$B zp8NUU-|uI-r>4w9VN8!kM%cS|_o#?oxwWJ`(=>$=Rg0(nt=DGA9x|{1MMRtdWI|`F zf96bLb|B0^7#-nnBm&0dSKgui$Nle0_uXjzEIuA(m-(E;Au`?skfkHKCw=|Uf`U0{ z3Ht^H1X#V{$9?Q!;EH0qmUS=n{(blj#z7pr4$;L?WRX3PelHE5s_4QbPn5y=$ zdY6`#Vpf7m|I^!QRTwj&0fbH{>VDep9nCz$r7xGX_Y=JvD1i$ipGq?Rj+9MZ^qX67 zEpe7V&-}zMe4%R)}n`s*v7d0AnB!-dM515m$kgv`m3=; zt1PoGtHp_VGJn>HI_b~P-E5`5;SIT@ru=1_o~olRxh* z*Xof!FibjMH)g+c1Tve^I_$a!5Viz}L{)#lcr8KUWH~4$ zHNeyL;vEmN!X)8!ANIetZ)9d3@E0@S0mfDV#>@kUotf@!SbmYHso5wUqkQ|_b6=2N zghB>~(~w*By)byOp|Tj?M#z%!GhQ<1R05Y&FUD?+C=uu$VW^m_0e1kJKQ})gPIZ)- za4NrA#91vZEe(yXzP^^-M~scT)(RJX#;!6vOxRq&yS=bo$;eo;v^a;rKuAH_Hmb?^ z1qUa}Zlu{!El?Q1w*rQN1>_?H`g6U2J|GqaVF~~NtyrqtRWWfLFJIrQmoKBOiI!%2 zwlrkx(bz=OjJKW^pJ))L4xDpb(-8V<(7CB;-LZHD0uKPOhdp9QX?gNsV35i)qB*;} zFTyQOjAMIGzyI)Ivf-q#LGGn4C}i-#VB}evekWgDT`jjb-QCpG1nU4ai59@M5jCU! z0FdxVwP+pUZD6#39en4G9fGIR4@IlPq6PU3atjL(90@m7Ztm&4^t2~&lECh+0fWLW z0hJ(9rsS69$DmTt)z-#%kroxTRZ40W?+t*iIYT;xGdV=cL4XAXaHEEf4l4_Sg%XDJ zv=&30HMqXIGsV$k;v5f2O$hlN1GMt>a^91e<;RDC!C>N*_=wd|dx5S{AY@xDXf+xd z;F<_PzX~7?c5^N+z+k9N`B70Y zY2I8x;g+v2v%XbQJGZ&HIqiWqoZ5hhBn1TtRPdcIFX|s+021M}q|?wt(&s%EXUu6u z2{lWJ@e!Kq%wUX;WHN(EqlNh1atq^H%?iO`VXkUdmM3!thSO8YI_7Dvi-aR&7#o!= z92lsx5P~eclV5z*JqomPabeiQ+DlzWN0AH^($vHL%9WGHkLMx912YD-92df^v$8S? zR=sHTHtR5~8N_iCTS2rsV$+i1u!vR2(B^T9TQy;85F7HjapMNPEa~q*4@1?ygj_~g z*D*c3uB)p?<8$mq-R^YIaF zu^2dd z@?kNzGEGTk=(@$g@0i{n6$^U0fT{@APJVu*6c}z_PY*11m#~GC{JtSC@7mytcldzS zz~SH+yiNGl(MQ0x2Tz;`k>%I|5Yn=dALH%&_rS|;08qsLW!xY`p(VW)+rPT(V~8^M?A=SiakyOt@~Xee*QIy(T2rH=XRtC# z_o2oWfl&aRN%X4m=;vUgL^96@aGdT4!+??>eZ%^CfO#vKdFFo<3@0h>6BV7qHCb3# zz|!nPwiJE|JnY!alx>AEv* zwkRVoEb)BYg1!pe?fAAEhGq>zy|er1MJ@NP9%XNmk?HlHT zqnH&AsN+TQAs)X`yBxu6PrMDNl89@)!92Dw=K8=o2J`5ow%o$@0|#0vDqx~j*7^$; zY`7c^^g5U;JC+2TB~JV$UA~ZL&Nwc7;GbEq0oQLmTffaTX~xCN){TseAejR-d*X^S zv9jL(<))QP425}l5D(=swtBt&0&N;b1{W6>Zmy}QK$jY&cV#fhK=_NKrQy;i%$bHh z8&>9}jhC{e@Q!!6z8_0`rmW@?A;V(}kfzgP$xS|fd7F}be}G272>dD`WHJW_2WHB% z=;^QlV;lf`ub+JwyDKs@aGCHtBC3*lY%eS0%9RK-XzuJJ+Ds%f5rBoqOb;6g*}dTs zln`Jfpw;k5N{QE2LHaZ{*L9B<@V7i>GR#-*Gd+O_QX3~y(+Y39`)?GiBQMBN}--37|+5J}EeSV&Cg;*g``d!Hv+D>ru(P}(Sek{^eJUwN!)N*+j@$eop+9!ZUHHZf;+6HKFIPM--Q{x4D z29A^C?(RK%)~;Gbv~Kt!$XbDT6#y8l5xAJ3Bc}!itl&lVSom%P*np|@_MJQMgTje{ zKL=(B+Mubq`B`ji?sD*If&>^*L zM#aDYAP0CrQ`0Hhej2kkJvb_)45&^qrrW#55WBQ0@w$o0$wjzvv$4g8F}JS^w|WV1 z7*PeK_n2Egd>}Ac3@5M-RH|E<)8dTm=zXE|l>BhL5SUeaGlj)eb_Od;T>e^)Z=agE zmM9wICpw=e2R?o*DJhwr22*@*ZTLwtu>qo(VRwdC8c}Mnz1o_YVOnS9;&S=&W;My` z7y5(?XO#fL3AeWfIq}ui7ZDeRHsM@g=qawMo}bvTH~RVd`rf$l%3n>cqBu1zZ6_)5 zRAtvCFptkuQZBhX5dIG>03fnZY;^W2xz>-83=&k3QhpHaq?8mL)(C7~c$-uIAkAqI zIoOz$A;QLDkjHEiBDC#8)-93XivWzsh{x|m@VUNz^2u8I`AOqHx2)T_dv`w?H^eIg z0_?jaiJKXce-48Ja)6CW+{39TR%W$fi7s1cF)1$VWLuSJqDorv^xt=~U&K}#*-HNz zwJVB0ADj4M()N|?9lR={nTRN5{6wO*fBkx4Xur!y(e|egA3nrd*`R^+#Vd8PS7*m9 zNm4+vu;>0zh@Y(oEsvOOVsOUv3+a1Nqwp?Tre34FWu$FLc7q(vem=uGL=~VTa-V8= zm+uuv$<#JL4yGc(1bP;Oe+9bCZF-q*T&fx=XRw?*#mml~(8ebr@r2MX+_`f!-U2@B z%8W?rmMvRwIrAlW#4OgcfN_R83qOc*&A}n8!E1u00$E_ApIqv0bk zxnNIL1j&LBML22%kXGEZPsvdZ_hTHh9O|OY=Mo%yE&5MY@$sd+J2~`sqiILdmr%dWpQOm7@aB-olXI?(BAj}0Pkf9V1sf~M$`r3DE|VVP zIv9c>eB8CE0}1vEycYlwySPZt$$y4J5Eo$?t5chl(KJ-_dLrrRm$E6&;7u@g>-;pg(J^|cMAdLlHNn|@tQEC>gC`}7`X z#JUs}714tP1qJn-n-+_tJ0~wEBY4EGcNH@6M*6yD+ zZ4n8_es5}K_JN{AEZBYNv%Q?tVBI?b^1B)6>P}$*i${kn*{N;K)eL>b$(M9_R-vjy&r;0>_tB)Y! zBv@H%TdaVLOksNZCBSUh4Rhlqt(5euvfV_=t;|*H9K*7BglQX<1Fy9@sA>1h$>k3Q z{xH&4iAH4whSG=#)bQ{H&=n|3TFdM8G+=#nOq}xWGDPMHX3IT%e6iNy&rQFb!a$9i zY`%*rVf0gKW!0HzmP9yk|hIAiz5I~8>v7CdO}^@%pcvvUN|<$uG!FNG-%Cdfal&l$Z@zv)re1n^ic#I4_L=m)vHq)5HlOU!bV!;RvhLe*M z{v3+Bc`H5oWtPv1pF&N`nrTI!wBQP#bn$Oh&2Rq2j4Q2wlK=>39th#B<9dO9Q zrIYT(mce?!M=IY7%Xtft2~#KKZ3jlqz7N=+?NnLfy-k34G^7+teGs@vQ5` zH@`dl9t;1M@XECwQ5zYq7dK(ZZD@E(h!I$F8R3?JUViI(Ci~^!t|(#kO0M z@Mt0vud-!V(~{SwHAhdL^bQXGbZF=DTs8}?+elL|m|<2a-k*%$czWqGad{4H{-5Em zPU~DfG}TpDk2f6CbD#UC)cC^a-@%LvGqI~fCQLKi4-^(%WRiKl!fiv!Nm2T!exto^ z_cl^(cBYE(Oi|Uwk0k?-Yg}5Wxk{H5;|#AJ=}*>kNn0* zhtT?>y}}kQElwP0u_vu?1Mvv>#MR76RLrp~=Lub(y=H(2tZJMB}vg z*kJ4JAJY^B+$`4s^}#ri2Mepz8Bu4;|4SvaQE zczOFQ8P-SG(~j1T^MyQprmQbYB85nl?V7O?W%?)(+lDaj{A>#k@5uWF~9+HO}Au)A03=VQH`I zHk+$s)>iq?<;abu`7;j8A+!^%W8QB~b2zC9g-QEMPVWt%O-XXH^ssqytWY4|znSN( z(srv2E28G@1MO#QocdocuZWp1Oi|Ei+?6I!^xo;3zevc_u7=>k3^zt$c+kj9rGqMY zPW)-g^_LP`RYgPj*K1I`Nog5F5tCU1&b6t$W5sI4FCCMLgR>s;butI+kUx+eK#lWZ zVW}5A-}8jRm|(_xJk9aP5koaHQ_NP9RY~(qW2h0^yq!!}d|~#wgON*p!f{sd%tTlL zI$k814HO?YHjXBf`bT@+j)^ZzNUrm+2U&jxKHid|Z*F5Fw>6ac`fS)_$Q56oYz|TS zjV?}&f*`k0bBocBl8w>5iYZ^N#68I)Gl_?_u*P@EGpJmxBhDA@d3Sz%QmN(_OBVY zJ6BLyx!bRawo-1Ax}u%(L4YFf=MwWGujXyVO{(PC+Gp0y2ljCN>Bhs7D7L4d*=g{C zoqoam3#EJ4?q@@L`@z=Z@!A!I>phgDrPLK-*J-vYKK6uRXYAhl zqMe>OOp{jwS{5Qk8n4AGRmUs(AhLkS*D%@XQ&F+!8156L!s>4ljG zL>?LLG&vTcW~TP=MQ8i8SAli^{pViizd29E%xM|7!&NRI zEQ}LnhLpGNjgN{A-_MBXg|M6q-#AAglk#NGbia0ovOOy6kJ@JgzPM?mJe!^Z#6 zzL5VPz^0*JkayKn0^9v0OtmCE6*#WdP`^i>H&4^Bx%{q4C`&z!ixyuSV6ZpA%tN`R&`~Cy{Aqiu zvXFU1q_~j9{K$S)RscR@ z*U0N8Vq!n~fHS)>Fh(WsYCMnmZ9&@!Z-on#tIYm$s}7HR<4mftvi4`3l@Xy^exp6o z>xpkUVWs$heZyx;=LddW?)8eV#AxM@YeMu*RaYJz{O;G*8Bp_e&CwIii=&M#o(UQG zqjO*7ZJx9wucLbUy}J2H?tu#BleulW?Y&v)TIUAAmvesSccyh(ItKm9IB3g@GjKQG z9Z~e#WD0FiDUwt6)x={2U^(+|#@_z?cZ8Dlsv~`VpkZGYEbES-xE)m^fj{39|zLMYN-% z!yZfeLl0s=k05KgA4i?|MMV4<9CXEjJ0#75A>@fco*(k?VbrYh?*B$Gb(oCLg75w* z-vLyK6%N~jG{Lzfw5UPz2$@@fpMTi(YNI|2x7oJ)FEh?xdJ~sJdUUn8bw8gMHDN-k z^?B6kErZ|Jf9}4NcSxD6yXNf;--EYjd~@AsGvQ|B3%1hbuWTO1ES#HEN_!y@asHys zlv8|g>Ap<))Kdn+DbiP8+@#hnYPc6={m^s|xRnx|!QuPPGxW<7qrIOpm*zd&xbEMq zC^$Q#@bm5SFs@9KwiT{It<`VJ&*|KsqbgNX6BLAOFFvAOE%z+1e|1ske!+`l34=`^ z==Q^}PPQ&h>C-()r2Mm|i>?@Tw7ArIG0j|zS5!_+zV*}CcGEYrt)DORT-mQ)JQh?n zWI}#X8)deA+flCWqpxb1_u!e`d25&Ynvl}qJ8FMR@*H$eY0MqH)@Gy@ z7#qu$9-dME$meXh}+n zTmao?DkA0b{q>JJGzuQ~w~BXhUo5SwG7LQP;V(?&=-e-kT3TBtyLPs=>Tg|-2JBK^ z8wNxy(slPXvau9dTmP9l&!X^<5epX0WKp-P4Yy9U=K;%1chRk!sveMe`Apf+` z=>@83v^pRz)YJ`rF)`Z_4u0gofdi9bMnvMU|A}X)*L|Z-$ke;V*cma>Zd0xqDl-SN zR64Q_sKEgd5gbI)B%+Q7$y^%vs-|po)DFqzcGq?sR4wq*Jvz^G!CD~w{TD2DoV<*n zS>l)ltQp(7u1ifq`Z&r(>FCiHf%U`z1N--DG-g{3OC#Bw8XC&w^56$jX(!>AfX0%I z4G;Lo?-y&TtAVxxLN2grO=IWS%-p@oay+;Eu)>h!{m0vFKkw5VejiWaZj;>1WZ=k` z6FSIANhsM~ppo9Ws;7j!X)<>^i{FtrPN%L$-xs=fH`b3IPfcl<%y!IEf2k!QDk{D! z<+;3jucFh#?JOLtrssSO?Rac{>@U;fsQFNtm62a>929)$rL`qxSbdiyx!BOra;Fy) z({vpF%B1kP@Lk2ODSG97HO>v)-6a<`Xw=kvGNxvhuD@$cZ|xy(;`vM_ z4{=|XD+o$`$f7ZC-}qH4C1YLLt4H$v`&n3uSgl1a?n=u(ZfsK-&bn1|$Uca6T)`jS zjNgd|*|hwzs0ryBh^Pxou7!lKpYjZ)mbaFgX_l9l@pA-Ttv$Vq?`?bH;>VcMX&Ir? zeQzF?+KbBh9+0n1))FIeiZ;A{dHtPZ()|z7>g>BhY1;dSnhf7;xUh2H+mfy607UHY;qKvYDaUb!f8-MAl1&x^=HiMljvQOi)7 z-9@MP9{$5~!D81}hw|XKCk?YY9hdgFQ%hnp&QRRGFW$eb;GTRUGkay?%U6$*>G!Fw zvP1aiqw3y!LF-xO&R&-e|LK`f6sK(=Na{D`t)bG7J+ZVrwd?c;aux_((jJ;rYy zJ9Ig-m#mq!p5-1piF9<2XG!vb2cn-x|C!nHh1o=!#%X0D-gKMF8EQI6wG%p1QAxhr zWx~_Wh8+@z$^d#p3T6jjD7wE1j(Y3qxf&T}q@iJa{=5Qt&~yZ=ia4w#I=YM451Dy+ zI60GgPO@=uT*EfW$jIoZA-jD$Aut9Z#w%v=9(+)e<3@;tUz~31S22)iig2wvrK?+z zm)9QunOHpxC)~y^=E44h72{2Q3W*`ae;YLrk`KKBk=F>i1v*#MLK+wNmM4$fir9mS z9%{d%z~M*_DH?pDt*0mDIC#3jfA(xZqNp9aRlsWI$gL$~VzD=95H)^wU?V$M?A^UwKwWA?}0ZrPWg(@0OdH8v7$5Xybf(8AWb_lxA?x^Bnv z%`->8G^VYkh+Xc8x7v$x;l~_&8WsbC+J(!+j*$ zI6U@C{7_ZRgAi$PQQE{m!H^!8?qiC4XHIQ!pU;TyZz_5a8chx1n?L*~iL}m_NogYs zhos1wFPA)R1^7rJm-5fHXAfn4?T_x9URR(+5$H1;`*id5cWK)ij~y>xH#;fE$DG^x zb-_)fA>waK3jREtn&!%hjLq^0F#XA_alNRe`LE28VQH#TYs1mL&_Nbqq| z;1Z;&%M)zV*S$JmCR_f)h70A$!K46hg(Ry+=uYI5`U{E%4D0 zmO|inXzP0Kx0RuNkZr|k_CrVpSy)?B)0+;JMh68F1bI-qF_rGxgaex1Kc1Hb<$1oP z8f_d76A3tOwI(%WweQtPRpLw=hL^XV+gcH=Dy*D9a8J&#n|qQ?pvyEh-Qjl(Zg7N5 z@cSM6xTHo%rUrm-gD~F&NHr+v^y$+Hmimz4l1z9FpKapc$bQD#KyQ>)?CY}Jn>VlX`$`M06tuA5{>Re7diY$6 z&K(jdZOvHr44J2qL|W$xLtP( z_usI#I!4=hl+^Wx;XCiuV*jkM@PY*qIlGJLu3O_#cIuJ_yZ-KiKoS{HNmCUSF% zJdb^BqB}002zU^X_~O{d#53u`BY%~AU3xgrSP*|+>5ME#SHo_)XYX~1vh)Yh?H>2H zxQ^v?E+x$CXMIm#VGR!n4)wen-0U%7+_v=!mzHQ%+3dhw`U$^3E_im(YzYcDJ{*vL$}mlS)l~ zSe2)+m_4d)aPMZz2fL|RtJF`Yt>mhTZ7jR9SUkED^Hu!(Dpk)+JZO0RMKA5ehr$6L zpMg2;!GOR(C>>hS*1-mV0te0*87>B)IH3g^1UP4%F`^>P0Mq%;k&&$=u*kq!sMJ;2 zp8&7IE!fxHtw09sHCQBgVrjOe1WJ8~l|aD+bbiC=jt?gUXK$tig0P& zGa6j%?C=6QY@TGR1AI@hc5*u1rA0-@AcZnk-h61trE2DF(DNgbDSORiRJv+xJ;wyr06ev+x!N=XX5xfOk)8C zjW}Q!wHv38!YAYmgaF$&;s}dp2a@rwkbl4s40pz)?=u`^dkKOBoB)V)1012#(IH17 zJ^h{y5dzMkIc#F`1)=Itlf<;m14sbKKMEZ-*hr|vHt_JIa)wa}O-x^e3!)ECQ0UM@ z!2!E|PPqUFEa0dRoL?H0QU{eY9%($04qI;6D5`~>*gQv|Q`t-3Haj+LzZqs@bjW7z zKt@pP#j;&NR{{kV%hR4zNHN`>uV3lo6JP_eFI73xOM+=cM{!T_nNYV$#emqO7s{_X zWUtyX{IYLU>S$xoqYg3uO8R%s*g=O0gHX3?9leU7f3Z9e+2!=;2mw#4j08q{8_-Udo4eEuLdn$K<(uA3~?9&PuH_{x^_QR)7?n(bw$3tUPHk?$LnJ69S0z4YWOLZ(<4x*KWgoQz((fr^c}MC$@`tiL6cUYI&MJ;QegA^+1Qm z=GK{@69aleY^Qu3Gt#rzn-1p4yBxEcxba)Wypr5$WVJJ#f#Hwvo7C${(X~fror#?NE)APR!mXzJZ1TtF~Oc z_Tfp<{mDRUiAI;E^zY(@PpsXa9x)lre^6#E#D1~OEnZ5Z@kwaCq={bhe3!yTTN5ej zb`r_jzcn)3za%u=FQekLOKbHy(eJ8tJi7h%2?+O`*A7plJHPzv8SkRZwl?OoLhf9I ztnQ`3bmz90f4%+qkzKpf2>Nv5kmTZJF{F$b&wNQ*M +![1532696294043](README.assets/1532696294043.png) + + * setup the root folder for the json files containing our twitter samples * then you can set the range of files that will be loaded. Also you can setup more preprocessing steps, like top-emoji usage filtering or only load samples containing a specific set of emojis (given as string) ### create/save/load classifier - +![1532696345413](README.assets/1532696345413.png) * create a new keras pipeline including a vectorizer. you can setup the number of neurons and the activation function per layer (the last layer will be automatically adjusted to fit the label-dimension). if doc2vec is deactivated, tfidf is used. In the image above is the configuration we used for our final classifier. * you can also save a trained classifier and load it later again by a .pipeline configuration file (either by selecting them in the file selector box or by give the full path to the `clf_file` box) ### train classifier - +![1532696365808](README.assets/1532696365808.png) * if sample data and classifier are loaded, the classifier can be trained here ### Test single predictions - +![1532696382476](README.assets/1532696382476.png) * in the playground tab you can predict single sentences and get the nearest emoji in sentiment space of a given emoji set. Also you can plot the predictions of samples with given labels (as emoji) of the validation set of the currently loaded twitter data