From 14fcf89a7573df6e90555c644044e6a4f384949e Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Thu, 9 Jan 2025 14:38:34 +0000 Subject: [PATCH] =?UTF-8?q?=F0=9F=A4=96=20Hello=20human,=20trying=20to=20n?= =?UTF-8?q?ot=20break=20anything=20(833f2d7)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .hash | 2 +- year2/natural-language-processing/nlp.pdf | Bin 6298376 -> 6298384 bytes 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/.hash b/.hash index 6fc0b1b..a748994 100644 --- a/.hash +++ b/.hash @@ -15,4 +15,4 @@ year1/machine-learning-and-data-mining,79b3324 year1/statistical-and-mathematical-methods-for-ai,f79fbee year2/artificial-intelligence-in-industry,1b115b3 year2/machine-learning-for-computer-vision,d2b9dc3 -year2/natural-language-processing,420d399 +year2/natural-language-processing,833f2d7 diff --git a/year2/natural-language-processing/nlp.pdf b/year2/natural-language-processing/nlp.pdf index 2508cf1f04698c3496451c15a349df91a527a86f..7d991b4ec5d2789abfd730b8244c00f1ec3d5315 100644 GIT binary patch delta 14608 zcmchd2V4`|w*Li`UPJ^$y7Z19O*%;L9SjgS5>P-udLMxR#|i==^rF(MAiW2bD!qeX zq!XluVj%Dz&%O8E^KNmg1)LI2^`3eog5V}nl|o;zjy{rFjSMiW{W3}$wA%QPo+*auV_nh} z>h|rO&#M_Qb1@E@6Z!=Y4c=hxs(0>}Xs_iTnztE;HWehXJ@ee-KF&9M;%P?qoPJF2 z!Y=_qG@)uKS_vEIb$qLBEP3qapiB^YPcD;a(%wvr*XY|#_cQ0YX?03Z zd&KbzYoZ9H@(Dfdwn*N&%bn7Dgm<-!mdVL**v;Xsh8#YyG1@Oq57S@n~KOFlBA^(4;0HlCN_PA`qfGNpr3o zGLV8E{_3PsSD}Rb7NOahO_$ubr63G*Ru--as(D&=8+peE|Dpcpwc3nBi^=0x>BaRL#(h6S4myPagUxTV=hJMl!ok{Ig2Z@ zJul}>o+WJAB=w*m_6WRHVh(qtNkOy41PB-uDT3VObn zdQ2ByikmWL^dJl%j3C!Qm_V+BFoUpwu!69G zu!C@baDvS5DO4X5GxRC5F3!YAP^8+5IYe2I;)pZt2^9sH*ZPG-juj2KrUwB>2$}@7skPV z=eC5ngp~MA@jq{@8ySIeP?<6KjLYvgLhT1g)h9_UnBn+o?P9LRO-WdLk~ zFq4H52w87JCDfDWu5j}6`gk&%cxJ2Q58h#J36u{hq2rxSObk8Z>uiepuN;dg6OBgI zODNr7DI@u@MO6n8^SWjXZYrKky$Qh)^D`U)<%O|Jx<|=7NIEktdJP)k_EnX)c z>piPjM}`$TVd6E!)=^rP6OC{7%xR~(gv+i$Qu=CO{UmnDr=(Y?RR zqjrT`oqR3FJLzMfIY}_Q!sgdU)c#S;*Zkg7_T~~6=d#_-VGhovad!NzcZWpjV?aTw zCW}-jo>E|lJag!h=oIm+>ii)*k9v(jk>&AU&K_asrETN78iY_1daHK*S|tI0W8CW# z&;*}UaWH#7Ha+35iTk$<@Nf3}U+Bhga{pZ%;C$k=ZT&hRQ0YO4TA+M0f$wG^x1`XX_$lS52gv5|2}$Jus;FbFD< zIP1XI-%em13EmEgbqU42?&*h$Un3uKc)A?k6OLm7^dX8|m*ugLx?h^2CcQ z3u%bkJUu8&iuWkzH8`7Bhx8ORUi`wnN=EF<*H?5Ad4Ag4v4dT z3%iW#$iKIjZ`?;#312+O%p7_n+?6KWY*5y_x5&QE{K+A`s#JI#O&z{P2mvo5 zD%4=XXgf64@uDVT`PlxM=}R?yi==qD`93?=E7DW`LNMm?T1#0tCf^Zwg}%D!RL_1W zK32EEjP*jA+6`hzzEI(Qe7A7jSwvRG1!yC8E(;6R2<3Rnwj18{WVLi%S8VaS!^7Lw zJ#m}f&Pq4aU!NxE*<{gLaIxuXb6%Tfz$8^(`A9_h{#LoC`Np@|gUU;!4w*_7iKyEG zrK6jEX)T7;lMfDWf3`0GrZKldGMy{_>J7e`q$1$;79wV~F_E~ZR8dZGw7`9OY=-JI zLveXi7qAU7h95|wr`^#3dj=aHOWxHMShMg0$2;7bUeuov{mL+QXRg2w9j<+J91b$1=Z8D@@ z%7iDWQAF@jrym3LGaTt`!IeFi122lTx|ZxR|24R%7opaPUvQ%mskv|F({i)n1CyL4 z%%V6!qDsR=>I=-MO2A|Q0TpC5!!dKCOj2(0h@jvyCPS^X+Qqs6j=36WH~C!h=>ZI3 zyc?o}pRqJoGt1N9dEY(lrv_A4T61RLAA6zIQQ4SiBn?>ww5&}%JIeU0-=QEzEASys z(K!CXllZp@XN|?4+A&uv|MJWt&(5Ljiss)|6SzMO7EmlG85|Fkp}qr*mJ64|&mM9H zChuUWP(FKX+^qo>JC6OY6Oy3X4aWD+UWp&(d-ZDJEIg19S_dY8V%B_Q92i!PB09d( zwUwuY@YQ>EmL@vKOA#XBuyQ8(G&Y(Z0sdVQ8PS}*4QPX^60rsgtzonrje(@g}RGoCadcbjjpjO|;~Xu(K71o3 zKIEx!{f(qAeC9IbFB(u26%^%K@H0H>SM_s_VwU_~$KRWB!n=(5evbcz@h}lM541S% z_E<9&*v6~VWcH>7y_?^NVuKl2kE%1eN7>ILy)L!tdpR7u59l!<{7ag>x$NxwWA2sV z21>Alh4Q77ZKy#)CM{8)|p&oIH#2xz_D@RK{#~HS) z$jsjE23t0s?Q^(U@xhUy(4s_8^@}E6Y94OqQ{ns8Ft`YM2s?*dvFuTXH z4pD>+(GZCjN(k|C7wS%ryI3BPQx};#V>}#7SQsSb!%MR9mnlp7w}KT}Oj28ry=CeP z0Ien@I$%G4kBe=hB-y)SSF&Lud`J$wsLNVA)4Q7AVIQL^CZedj? zB{EZ-O0tr|zf*YABy}?EbSK0j`MWoTn^f2;k>LL9`Do{(l&@}j?glrl{3?GWQ;Jw+Le1TegfBR1KURPlO}9W&i}l_BgMpK@=SZ7Q4jW|S4mo+zTe9dW(O3oZAAsO*2b1yvW64oFgG#Q zXLl&8T*D3EpuF|f9hp>H?rZXxSZG9)7b!JS9`y#hPEl0SZS6m1fZy$Cec`I4^~H}W zbWyi%YX4_rO@$THK9Bt4W{S+0pPzNF&qi;8tE#gvcrye==es8(g2E-D+`Mt=2ZNoc zlOu>ZP@6!vvYEsjjn&BAVaqjjzUO~HuNHMxw#j1PL6y7{)vK28!H!>LP}X;3heQ>Q zss^Gy5kGJr%BwO$sKX9_EKJI{M}4m(0)-{cQ3VDVytJI293ZV@8CkeVsxD5+B^V-Q zv!HS_>Z)Y-mbfgzX{V(ZIkwHipp$Zwkenq$^^#qGi{Pw~OQf6?aNp#|$|H*N!#us} z*Hvxjui0F$u6eUM=^>w8Ar^2n)=g<1B_zMXL7VXVcO0p|0%Zpx4UDOzj4Aw#X{d%s z{qGafu?$g)43VejQq{Iw-jAjJIdQ7VU>{S|cKA;bv<#8_R4RfeG|(ir=1Spa{m=G^ zi7A^h%Z0D-S*1f&izZ}Zi-1~qo$;wl?uJD!nkn}nKut^At7k^crTfO*-Lk0brgHKy zf)vSxyx2~0fbfkt@y|(Ea5aS`%X^>|x)7wh9J&i@sWDr&^-7&jvy_8A9E1G%HH~Pg zq*-xb1I4B=3e=1+>pwj_c8f`paw?OAz9Rps0si$af9>&EaFu$xXK7BLt1pAScTZ@w zURc08E7<s4O(K;ve&cb4AOEM%DVfSx?O&77>_CAnt?U-LoA&P!nnpEKY` z5Zcb>%W^2U(EE(Q7L8@zLo!Pn>?%X1NK#LcPx!JtP9%Sg;3-?qe>Q984e52{io%G2J8a7&u9_+s~L1^$2_)p^oc=Dk|RmF`r_ z+;qV7-5!Ci?usTXBsmca+tH0e6#23`It&2@1P}Zna*krCt@BbLX#ia^4qxoxX%V+NL=FHo)FZ zbTt&q6!cK%X2&rie!P6)*MI%3$syMhOJ23zx>D@4LT?#zP|XhKw6F$35<@?8_Ps}m zOp+;zk*cS|A5HHwZoP_9M|WIDPbHkyI$kr0b_s{jXgN}TawOz+B=<+%>TegFqN=VW zIYcR?LGiq=$m z7e$X3D7*9dfNdPsWG}=+%rvoOSK%0mQd^|sawBDlXPaPg!{^t!14zlCs(g;?gl#*zPAH$C=1G>(8eU(tKUBfe+`!rL=M-HSFzCRx+0bIGr2^! zb15>0sD1|Em8||MVpvsW%61OQ4)NzdCwf`^c5eL+!;~1NsY^|c42SLZQzSm(G$)P( z4Co7gz5mGE184;jIDo1EhAWRG;u3>0`WKzp`1WN}yLuG+;jJKCz%)#PK0RiV7anm0wY40*v31*0wJ+$kSAw*>xG z4%K(gcV__6X_y@9sY61NvrdNgVcg()si{iH{ab#@nv;H{{V~;VDKZI8iYkj9Mu3Av zZj~6n^E;6q`3rx9DSwoA;bYxGaApVoc4{xx%}P4(?9s8&K%V|UqJ#p-Jol1Axk+|L zd~HOMSDLwRW%9XaF@8#_G;4i>T}wq3A<3Ypue?&57xQG^lGdGC)}PpS^bwsVKmZJ5 zma-k`L;BZ@J&<3P!=^b(#;Wv#lB(wR59G)GBj?>w4DxtzkX8yy6Zp}>_3F`7lCHmWxRrhWcppT%0 zNR=N@YQRgevEyKk7{eCj7uV6)~%z; z*le)K>=FLZ5y8+6Mf`;%@jGPd|GNhG-#*~)kGC1927Yew-SPRSM&NI^jAXnxwTgOS z@Q-EqgMTQ)+Xd`Koxi%5KlpE6BXRP3;?#8FWM=K_u+hH}2U9c@m82vNWPb@?k(_ww z5Hbf3y@K4uLuG*w>b`g18dsw|`x+mOHm&2Bt`_cfIsLFW`^G3-tcEw?f5j8}F@;4; zXkdodR#0p7sXROV#1biFw^%{=SUeiKLt^0j2h3V*!4qoy4vuN)PM7=JV%*B(aA>~yxVqV%wBnEQ z9SB*@#z8P=sD7Xo^_j)_VUJ#ACOj@lQzMhYY5V6 zx1Ih=Y5OqvJos60?HuRZeDc(3HA5BtEQVrH+Uwyw?~^Gq8A)ds=wk8!%JF-36d}r2 zletqj)Wc8(XB?p`tEf~AYWkd^RhBEG@5nxb+g3pGJ&xI1$p$YXpnX84e5I9+(E}-M zvG944?Q1wqtH80-kuhFU!0N>rf_OdoztqGeisQf27QkP`Md5}^{p%ZwjnB~V;xmm{ zHp5OzX!_5x&78xq%-Z&ED)*SZGdWD0WWSP~!GV^#{fclWISX9f>l(i^ynr@0h4v}a zzifbi-ld2z;bpup{4EzZE9W|?j+XXqwGrC?fs68j{5t7*k30(4d-?pr`KY`E@hKy) z(|s{M2;R@-#KyT#nyS^UpteFQ5%fxpZ%3xv?SX#`UEg z`^g`r;v9oHTWc~vw9vA}#20$ntRzFZF^DBEzquH z)4gmJ%;3?=$BFfY7z5LGC_k?z;pZ6kc$wEqUTK%X-uUgMk7I3nerVQdjfpm~lhL#! z;%BafKPm>IbQobH8mYb}ymm={(**vp`~S=f{Otw(-I>kLgD?Hvbw_HXnhbv_R`R#i zdZ#5d#r^41Ndqb8q6A)Y#e(SE#56`RCwnNo7A%Gi4L+T|29wrIePQB!FX=xu6;XBT z0ExxVdc?(^ctT6<=v(3rMDB3kzea_BDzz5J@CpP+{doTMG*kQrU8&GA( zjPY51Uy4qUj4p9{DihesGsjslKy}o|;vV>GMNj~RGGaeBrfX@e0=;XAw(`#K2;CvZ z&pb8noM}6-eCK)`X9jp^CudKj?9=DI))HUdnV<467~;}8{FK{9o+x2<{m5QGxOdaT zcEwF=*|%*s(S@u)4!ej@5lB*%Ggsj;@8B(rxn3B3yD*mczWEDiptW+AomAElNz3>} zUfCR`yE*jI>dfvDWkb}gLu7Ve;U43GoRf7fycl_!!cThY!BYS^E|<6=UPDX%VyF0D zQc%AoESwz}H)CwTs)*{j$1AxM61&-->C4KCeU*eH=*uiITnc9R40>*r8{DcAZy(c} zTD+;Vl-PUq)$IIgxFnxKHLrq@#RCNazTp>bd^5_lYZSVHI{w`+DnRA6D>Ypt-TDK9 z{!R{{*>`ep4QJKbb)UXAwiOxE?%d4ZwEzCuySvKs6~3rNe)6^cU<)oa9}Lx!!VY6` zZp?@HtK8%26!E3Xurk49hGtI=Ef{Gid6 z`mF&}=t_CQz5Amw*_X?aL}8;;-h%VKiTWS%A>ny#0d(f-RAXwaW9me=B3aYgfr})! zO7i8E!dXR%9~`i>ND(9!uXpfay%^ms42~w&&{y@<|3Q6!+*fTtB<&PBK{G=`R4m|Y z-FldnVUiLwB2?|Gvlec=mgqy_<7&GQbUDW1nx@0mPY$-JByIP`>X0N#X#(UHm7 zk!CYG3=l8qH#)To|D@r4=wLrz+IA1jDMm_o&h||zFkfRcS&_Mp6{o*nszs9uV{=Z8 zwOP?IT~Vw`kud7c8edWlzC955;dP_ZZfUFJ=wK&y-`YYiLb&FxtCQM$O5b(Js70Uh z%e69=slvOuBEcyHsqvSli}SRcjr!!P^dAD|hJgQVn%<(jlN!R8t7ZeM6&s52d?LY9 zRCmy58OoYhv9S-nz9W!q@1)!jCsO#R(xNyvYxc7gaBITs5_VAiT;ZRZ&&Bv%1$@SdaeB#D(8G2q|9h4`)w`bq*nZJQG}47W*FtaA8Ra%F=O24my@HWy?>CUEo=E zybhmny8 zY0O$4XhRB2AGp|L__c(_?4)Hp^v8eiLMg*g{u%)H>Gop{IXWjmXGK3b3h6_%)Ls19 zhM&jRvRAOL$5YhXBe~kZ#j2pv&N9I8Oz5?b+DqSoF9eQp3RJ5Zr9&AMRn@+t2jnDt z@HbULUg3LJ(B`fFX&F(ngYo-ztE+FP2gH`hpve!mPoI|dWiTr9+KP60tRlRJeC?6J6i8FbIt7m5nf$9jhRh|{c;F)0<4n_Y`5gahB&hK3#<|?j6l<4@x4Dfl{e6Y z!h);2u8Im5^m^CrMmu54r#dg^@0tu~C1WR4mrwWYf1tM)%41`b_5lgnrhWUN&d%Z{ zZH7-@KF49uwBuhM#ZtNm2XBi&3VQ5YPe!`1#zk8~uvlOcA617HSM_5@n$>K%42*Z) z8OPUVJUCcNUUN*?5J=ju$(mSLbFA8!7IFKQRc*ND_;lk@-^rZM=bGUA7K+OC5YIfd zw2h$qmNZo3KHq{{YE%!7VbR0;T^`T8ZFm%{I@k}Wm=Pr_JS~WFTZnQ|odkzjL!;W|*}-fdF;y$-|Kc2X{4)PO6%ibES>$|oSFg3Yyr%h$u~X($kGdlD@cZ*520 zMj)pn4YgO6(>_mjn(~{Khq1R=E%(;MzpWF@F>OeGYg(>{!A=$@VV+K6CwL1j%ROyH z>g;_?>kS1raJ3oT4IWAB-x?oOd-b`%XFp*B#sHNv?=O$^X)sBc^0@s%tMU_YTmdJ& zusHV-^(Jrpd3Rb8=6E{z8FYVg<+1bf9%g}jastf0*fbEb7t9btk}&UX1rf*fz3V@4 zLbN*mRx?yXdS6<`b{@FNNjGLC+hFb{{=fteaGhFO-YZ||8}q{J@IJu=rIwU4E(0Gr z4xS2&*yU1Sqi!QGQd_6V`Ycw*-kia<3*zKqy$44|YmUm4sLPa{q1<+Kz#Z#?kx@t+x5?Og?}G`9*#EO*TWg z$m(>9ShGO0=;~?9c9!4=C+b6{z4@c%J{?!+xLc(9*2v^}t+)u^jWCj>q?YX@3b-UV zI0PsiHEF-B3`6#w%msYpL}T^>!zQ1TPWIS97pSUIHkx!8hQjK4gLD>H7Z|s`nY0Gj z2C8J;U7&$U4Ijn#*8xh~Z+9xK+P=qr6=y+bj%^qHM;?{XCs>5)m?z2Y=h7o0A3qVg zDh|j2K7;Z2L-UTFJ<2SOyzT78&U@jVlZoZ$wcAS?sBPG*u_L}|)dNMbrkz$~U_?bX zQ|Lm8H*Vr+<{U1Qfl9B^!%Lj6+;LeDRx|@Wr|LLk&HW*O&jIVj{rfep<82zjL&~Cq6~M-WFy!@d zVC`2*08pVx?{iKz@yJ3z2lWi3+* z(B=ktOxE-XZg&q=e$#QXajboHIgF{^aGP&3!}Tj}yJyExPMk(TmRlhxu{9S$rEpR? z|4ruC@?GXTlgCuA-DVwQufOl@@H>9Oh_y?xbmMaU+O{y+X%e2AAI_TSDh{(hw;#}~ z+?T?i`1o?AguCgtN#!qGAN72(UiS$L0q)_-ZsI5Y&i^}iO%%9tXKgFZS7ud{g8yF( zm&v77rN&f5##9w=sc=o@lIeS?NWNDQa*vUoB823!-Uh}TdLqO1Zs+PzdEnl&-3EW* zjM0W8P5s!{WaV|Vv{b!;^Ws-(IT2=-geS7~lR~ATy0T$*$C0J4NyHNFwSS#lzU8_z zYlHgiNg9xOd8&s}so5y7*)R|nhNh{y!5X?8jQ(y!I!w)(^^1vm4=v~ZqujOIxwyiw zQ-Z#|PtF13icNIPr|qlGOR|#hA>lJaY|}neZ5*qP>L*K;lDEVpJ=an;$zu$WKEs?c z0j+l?eAO3D3%oEbsNxJGYDI3B9QBS0QegSjIj@oTTIQEMW4S7TZ2%cHB7VLiZ_6AV}Z86M5)|N{vAAL9Vq|*<$yzz#x zt;AzWwCfnnE2n&ICA%nw)w@=1u9qskA@>DyZ4!CNk{pd#FTuUzt2VEwvjw|m(4%Mk z86tf3ozP^-b@a39=!!GrdK*I^*0Y+NrdJN*rQ)C08TVpi?(ddys{OHboL|Me$38DF zJog?n`MbCVDNpMl``?zhq)vO^;KJCVZ%Uo6R0qpa)43i)4HYxs0#c_7tiknWFSy68 z$A0Cc`-OX-tHYU2cUj+SY0NEJZ>e3v`%Qo0EBQ8l1rEALOODg@&lPwjgSh!$um)MK zbag-TmX_E%1U{phpjCy#`l&r{^1QE$yCUg2hd)=1UC(URN!!RmPviwB>jc#*}0!kWCsKcZ?V+eAiTV_YE- z!;qzJrQq1jV$JPjpSQyyG!!)5ufh_bvw|9-ob{U zdfLbbl{uPunv#csZZqcU?u`e+28KhQp02`!r(ZmOsL1czSACrsk$tn4TfX_7n4)lo z*kJgkT9D1XfIhOBsg}^~u&NE#lXv>7@8}j$Z$6^#RheHqkvckgv8mA&&KENLZgtuH z!R93!FyYYBp^mpWq`h~ZAmhGiH{J3wjK3-GUEGqb=bT_gsDj1elSR3zS(ZWMCxv#+7}j^VDz#|LQQ$QdD-NBRpcz^ zNzEjST}vWN=bJB3)84k%l(!|&p-+A}Ey<=UPXZ#J11)#z?G2r~Jmah9c4yDI=fdi| z2B%SG?Bs*JPr8rytFYIA)Y#w}i$IJZ8afiSd(J}lZEugS3f3n7N-SjdNpO%2-9wmK z*Tcq?QPWjXg*SD{4mJkO9&2cF7IQjJ!*w*L6s_SX zBzF9Ra@G(;OI9(V9H!gA8?rR!>a99+tAYDPiURkgRD~O6_xBR3kl6~nE)9tVA1|Hd z1?=g0Zzu$nH>)SEA}-ME&t=gEr zT3d+s+#eK{K8wCJXrMPoMyWGnU@@mdsk2}JofDvZ08byOH)GoC{Bo=7q4--lkI$Mh z!26!EHm<1L*6i?O;h6UW2I+Hhlm}6!0s(C5Gwb_3Wl7ba?Ht z9?6zy%*73VHJMJi+G9FW4@ULkZ!6mz^>va<)bNDh*ju5nG;__NArtZN--{rpP>qK@z_^iD;F$v#gz3DVU zyCBvJ!0HWktJahcIN929|x_MSIhToEf2C8(K_XOAFP6ImNd6p*kc7fKL~mb2zpKl zdVUl1+!XXY6eK9U(krN1c4gkRMqyOuK(fq)0ubrKT9(~S!AHy&n^CxAj6n`u(fMr~ zWyCc*eGDz*g$!!h6A=HJog>eUGTxf0cZGHOHGvM*^WKFYF-IF^&NbJLW9MB>o&oE_ zkTTa@06GduACJh}-YApy`*UAWLBu-&Efc^lP6)%kHorD=re{a!v?>sZSL79}I zD&?+C!oh5>s+^Ra+zq}oq3q*0FW1*Vdx55q3zi}qF&d5V*{6bs%UUc^;fB2Xa;q# zODdU->+;f5C9xjjFxPkrTqy@TmQ0mk%_rik delta 14722 zcmchd1z1#FyZ0%Hp`?)x>6GpiLFw*NLII^~5VpV!qoRP+P*O?`-O>yyNJ}H-NQdOm z^^MQlb>8Qk^M2>L=J)5`i?w6+UbFTcE3WPt?sE*!AlMKb2rdKdp=nx>z@4n-(b$uEPi|PE&4>Dq$25L& zUj1sFaM7vl{%k3)M(k~=q_3_Mgx|jY(iNg;n^)m4`M)@kA@P}7MfQeL?M7G2I zsVS8t?=-bVz4MEOHN}j12N6`>)C*Rg*` z=2uyj1ZvMeACeA|^zdk^O2d0yS*JjFW}YKQaUaRc;X*0qCL2~AQ+#vzbsNVImfIx{ zs-P%WjMHB}!C-L(?hKOE z!?ATEg_(!PzDT2qx3IjvO<0~(xml&@O8mpJEP6Ptcl3jXQB73*qB4&~d@901nIU-+ z_k9g3JO)9NB`Cn`cjRSruR4V=zuig03r|!-B9ZBvVK@_s@C@0~8b5HdCSEpB6MrSw zDEFLf_Hd;29;31k=PEVh^|>k1#&;h2Z|@Wpe3K2n?)JV5U;Icswdo!X&(vFaH^X7Y zXfau>#i#vOx$-|-?N%G*Yh0b!g8RhUu8u~wkv+zapR=1TQog3nU7l|?kca8zXTIBt z0LMIF|40%nPtBl>{T7QE*s>UDP+vA;B2XUO{YvE~lHSd>d1v<0EY@3r6+n`kvxeN4 ze=2+WOngCKA;SJg>h2DTE3yPj8K-f7!<1X%>w1{0?pZZ%kVDs#*9H5!m%DvgB+#ZR z{|S!y50x&||oPfdK;}1||&57+5f{Vqn9-j)4OMCx)9CxG->I;K9I)fe!;e1_2C$7=$ng zV-Ue0is2RpF%04uBrr%~kisC1K?Z{?200A!7!)ulVo<`Mj6ns1Dh4$S>KJZg(75M92AwtKUPmTN1KTk_nagJb=(_@Y4sT7gxI(Pab(53C-58 zWzN;S-O_f+Kbu?I{8=*+AmwC8OY`FS^UZD!#B16doF!^S5l~d^5 z3WajmJq(sND%pGH^}O9UesnN|l}s=FURBOXrLOAz ztF`TJNQsR0qtb_E>_ac&je9tHTX+dU9}zb66U)$?+Yo2Xrb3wuf0n(O6syc5~xop=6_o&!%b2 zA;_q>Ru|Fy)4SJph#V|KvLK3`AbM@20yhB3?p$R1-4t9JN5bcz!f)UwqH$#8CvtG; zqAInBm3L_5Ci0I0{IkaY!#3a_FX^w(E_672U!?!AXRh-0_D=KgVZ)Fa+r<#!CQKvF zdV!qR0_y{NM+$bZ8c}#~TsfEXXLXR)sabiAc%Ge|W}`FpXB9gKu#-r4LSMru(O#<) zcU?!oBsPJ=4Koy5_xoPIUQWQZ{s8kxpEbXo+V~JhASJ3gpFQvDQVO@+7^^-c9QlL; z`tj_AZ{nXmqo6NwIQZ|?7~ZSnW5%kJI@zKc%VH!cDEs>Wrm;u@sOYE+mPl6De=88itMbm*8|%6mz9{wCW1?63pW*Y5bFG@Rdgt;IkY zuFK?&HWMG^@7*Z{TXY3_xFWC_ItC^VtH$uSJBefnPx}LQf=)wSl>KTnESL2rV!K+` zR$U%O2CP2Qb1?U>(X^z+JsoHnDi`FDwhT(QN?LMN9+TEV(mGq(j(0vjpV6p`a-hF+ zoYtB(cM=11$msC)s)q>OlLZ|dZ9U`5O9RSbBTuKXhpb^L+m8>dr3ti2Tpi^*FDhU; zt)}zYF!`kQU`ypy;h{m#awE>HR!C^GdLsnpaJT4fSZF79z%Y2D!l?IZ$Xe6n=?{d* zV}q}xd80)<8|(N~ z{QkM@DMpEqNEgqcP13X$)oSU7hkw;btxlAPquKb{C+~@(@b><~BB7pWw%HVrcMh=@*s_q@_B=pt@sT=G;NElYT9&Y`@@8#0kU zk9*DgIyn(PO2qv%>b4e+z)f`!eH`df9NCRHBFi{Z**N0hIC3f8XKK7~&`*03z-ZV0 zUL1W}hVauf6I4h&s2*S|X%SM`eayad4V9V>Sy@tie$}Ojyvn6b%6_Ugd`)d%ANnN_ zLZ$Sz+=t3UofLBiN7Zp9BACDlw~Igmp7Q&;j#fD51m3pgX_R6GJXfT;mK;4EaW7~OFO*J? zE?L&rV%h2b2^LcnP124{R%*l=c8W7a?#hChx(3RZvlNpV1x@xg#C7&nhF1(1^A2kPc4%|O5`KjBnwkciA)c} z8}l;-Sq5+JdGyAWD{`FGezf1B&9tS8$r5N56KpmVI$t71v7SMI!`@!~Ollwf>mYMz z6)Vx$YqbYuL*7Z>pPJBr6L}?%CeQ6*FJ}5Bz;B9?9R6&7b}PEve=Rw*N$7g%gV@bT zmLzm++nQr}m5bf`di)%F%Z2fSAtGysXHr~z8sYfMP4Fx)4306sl1p zBT+uQb&|m%jCDYE3s+5`0z`m{yLUC?nnz(DVs&g+45f0J9pL0&I9~uiG)z4L-f~dG ziRu;0+Vb@)7fe5sYNEYZ`_yp+)i`d3)5No1Bhi9NXu(LjA%fjeOx;k0ZURPX6?W<( z5}-(7w`-0vGm|0{usL2hLo#w9r!g z$!yr`W9Ha({6N#ra;{s8?q{<|y0-V*(m7&nn-kUv{QK^#Yo&Zi!5yVwcPnSRL-P;& zl376O;NN%;u|3VG5!gJU%ER2!0+UuTkpNY3@_qyp3`igy05%HX};>tGkz! zRC$v;&NuC{j-e1LR|vy@h$k-*PDJ)FiuNJ2e+d8Q5cb=lYqR`_MU9h3&bVq&rrTA; zOEVmZlK{u+jCd#i9z@@IQuT6)P#_U*7U6?fA}U~eePsf-h2Q<#Xs6ODK|#;A4>@gh z8qPxJHlB}7Ed|oi<5EffYWZ^v29^Z@>!qqm{>ugRWJM*u%AqHn{2Lo|Yo!!P{x57j zUl*73icDBP;NMuk*CP4LGi!2y^)z0lwE7qHG#*^5!x10}M3gWBg|IV+@baII?i9)2 zv4GXjTi3Q+cgU|twN_ukiMBkvTqETfPX|s><|sC%h)$Iv+*3`Xb*wxxga5WrV|^l_ zR=qX!5lffk@5BW6f_SJ6>jL;qe~;(3PXi6=@W zYv()*@Mn>bQh9)@mlXPviNAU<#9$udWFn>LpQ+MEI3|VWF_l)8!^iF)3T1trzlHNo z6n}v~M0dLzhgw|a7Vah)?nt|`$2Aw#tBrA{&1Y{_!f~5a>3qw34!eycSFD^3Px1$m zZJ}$!CB>Vp1P2E1RNxzI){QoaqAEnVM#zsp0a}CW1iNuqFXHgbw4$g**=UB@n8nzr zs@NEP*#6pE|KB<5{AWiicggK!IhytQF9msSO>K7@a-OkvL4Zl%X0uLoT$?U$m~COa zskL6Gcg{hq+JrscN(k~{u9tfxnVZRy$5kc?UEL~*{#7TQ4w71@^HtBAecL48W&MM< zuBHR#mnHReh>ZR6QEOlR6~=zBJHaNzwu14n-ENX#zXI#b@z+=r>;#n{Rb}vC;bq>f zZ&nN3!y1=?-}L`RE?ts*VVh1qVQgK!8D~5Ym>p#%aG9{fIHkF$kj~-J9V57M;)HUZ zf-N;mahw80D;bw*u7n%+_eM)^FoFc1a>%GM)Rjp#@Mq0jL-s6w8w!3p*WPt2_WC(z`Bx zl;uO438%llcgZJlZhmF6{3=U!!FAv`RXpr3<|TI01i$t>g%vZ$f(*q)=EVK8X7N^$ z3?31=ZLnqe@~rSieKRbKPvImG6_^gGUn=cA%R28qM{`|prUr+(WM-wVu!b8txE-f5 zgylzN6`=svU-spV6zES;f<7!|@%BNI9dX?A-)*uQLd|C$8`ce8s&1zlv)^4ZZ!3hE zX_?hgIlq1wqA^D}J-t^)x7?j-mV@X-t}q~GxOAuN=HJ1hD?UyPPXTgR0wm)9)p*bI zxI+2wi0Id?!e~t$-keh3?4}Z__y%DWBs_8g9epAq*GdOvTGQB_m+!C#UKS{*bns-s zCz9z!=r`2Nvcfo}R3%4Mgho{rB~&;kbBJ`jRK#mk1U#ao9>U000f_Kw6w4|UGxzd% zgqK#3V&cyz2Me0yF!fB|lWYSn@$!mqWm$`Es%u_6;#|}EJhl^Cm-YQDb30ZOOu#aK}*2PWoO3D7V;kEB;#OAkd?yni`@qm7?{gyUq z|J#@yZn$iJ1I~fAX8?Z1%&QT3O9lC|Blck@hhPWxuk_4sju>vL<`;!~%Z6gH@xh6G@0?h;_Idw(6Y%@G z{eSBv_uskLzr70h5ZXQuzJs>c0OU(vM)@ucRW7+A+YM3sBCF`w!d&s#-ktmqXjYqW z^R8|*ztp+f?3&u3Idrz3uppLr#a?Kq!+keWnlRiKGSS8h5sB;6OMdEkmyRI&12YmX zJf_L?Izr|-3{MMkvqDYm{WI*MIQ+G^-)4d0MFH|Js%6sJ%1?hKU*P0udu{*`U*L3M z?PFv1l?ym8-T52~2@KL!dV?GEsIi1r+jovSO_*9rggD_YGTxcGiS%-8^t-(|sqlo9#U8z&9|^4-K5N+xC9$J7A7cAL zowhiASyRutXEc}p2Tj2Lc+daEj>{%fJ5sX39>G@hfQvg24n@m@)Fo$4=AQ(WaQ z%LKO%Np1D50{BDp^{RR}|`?s7^9N}FDsFM~p zt`R#a+=|FS!cr#B{ToR}zhv$2&7x=6N%jA`+1B@~Ng6!-!af8ZcVYhketuyu12pL; zKKMimP__zfeAZ=MT6HzZ?#YTG3IjkC*0Z=DuOlnvYFs$qkBAX(CN$N$cRc5?O)rr0vpXW3s-a*r#SPa~#c_)}}XD z2}@0p=h3II5oLl4-=RMW@E7ynTbj|ujaHdk`SWzv$E*?P_OC_7!pvix6xsYS!gYl& zBe~@s=Kc;*S60yVTZK&wKI4}2a4{M4r#cNyH8myQimzWQ0ze{KSf-w-YO4|`PT6Dg zi;a~%O2I2C%5Az=LF`TH6?ve;5J+n|VZs&7;cJlQ9IalM-7&HV38f>PSSFkY8#gTR zqhg#Kf2yIj3ca?ckorhuWWk1O9()E~d1cQ6FT1j*lJnMjEO%&r@`!w!isdYG2Ty;Y z$Q1P`Ye%QD!aLs!lPbHO@WmUF?HBY9uVc9OvOOy>njh;~SLoJjt5&5jzpj%Wx8GpU ztXbG-^U#9M3IW~HhLm1Wetu6fmJkR!ORNz5V#3Nmr3cnHo+*b6Ug^o~Q=tSxpuQ(_ z(MAvfrzkVPcz_4d#&xZzbuGn9JHo4}rs!0-HGuUf%EO+PwD)Kt^ui} z0WsijKu$VD81N8>ifM>MXb6;^L;5WTS58&G_Mi9#rU%tFhHqG=zIa)gUfH*?40MpS zO5s*lFgJAMdJfH3{+h?X10>dm9lup?AY3w7y%jhJuj^zTj@c=WnRim|NAbD*wE%y& z{ombe0BOnT3_He?CHSSh@4U&(y(W4WcK7!;0e`=z0?Fq4&U2n^(W@`=3S{T{+dDUR z?Atp>RF)mZ$Pi^O!db7`cD|zgGzq&5+-3iiInKq_Z zFK79{7ZRtln-;sI>b~G4VxL~iPJM1vxK5Ggq--}Gk|kQh-PcoG6>xbERk8WRO&|W& z?WeiZC!3JnHRPBxlDSH`uq9AKhPw%6RraYY6j&BRy>5aY>Cr09c^dkIhMg?Td3o^s zNqvIKH^L0*lU)r0(bGtpJ^qcY^ZK2{&7JkR0a~Sa-?-BVrJOs5KMx-J{4i+yi9n*6 zk;rZ6yKO@II8NgW^CiW?Hnb*^)T>GG)y8&$bne{MHFh@n=F|Bv(M7<5913?zV;m3! z&PLL1!ZajDKl-ugG!iBVBi~1hu5tXInZSSObf*&n|8UtekL z^?JgKLhW2m=DeCsgqt~)@#5A}O ze6XX>b*!KZA16;HQX+9NV}>I;PQfpmPi#=`noE9dySL$9Zs}po|2#S^-rej%FHD&( zOxS(3)^&)$O#^bSSviW=sLK1P@c5}pqg6!EMW2ZqS{20&=YuUI?e^#tJ+56CaN2a| zzGH^oqK6TsK=@Lk{*bG{)TK5fW-AB|BQ9q-Fe#?Sy66hLU*$~)8Zsoi42fn?{;90M z^T;5rXTOz!5O-p2#rERAk5HiM2_UZa*E17 z+a0Vje*AQW3)RAa^4w8=l&k1$(XF7*`vkK}#xcM+p#0E9)@f?m8F1ScsNo&Cpt{g8 z#$=zJ=P$%BY9*YrSif4Y^|S`rcslc*^*FX96>Y+lMy)M-!jKaOW_49r8AbIzi5I>A z`D&?+v+{%TxgJcen(vJ6DzDA#x7vKqR-;Mgx5polq16%Q%gGmagToK!dr$+HcS|Ij;*?KEdxif1j0Y&r&{#% z=lx*cG~oo?M+l3z^v^)_D4{o&Q{*KdZBw5?;b ze@$V2tuK09qOUNYAgmN7pQA20J5mU%7A5$V@*cu%86vp&4iT!Lsq4TZDb9c3^W^KI zyuI=&W@SzO_ZNG$K=%!3Do=};HaT%9i=)ASP~Q|F8@fV4|ECA*%u=&)#vEnalL45L z!yT^uF)Xl4%{qadzan1R>}W2r1-fuB1#suNy6%aYB9d6%{d6)#9ejq3adnr}bjxLz z>`IpiU6z{_|PMvED z2k4xShHfPCjoyeK=^eQ0$;=Vh#mO5h-`HCE&vHa9x<4b{F6g`O{(eSBQo2pM zr~kI!HV$Yrzx~NC*$TEWm@U9xat_s9);U@NsKThJGA9KUx+d%rn4cagd&WmBniKa| zk*!WO@-xNH`VYQoTMLZrX#(iNWfztMEk2wun>}%fO}BSiTBfu7a3E53Kl#IwOu`rk zxfj2<1VW=IQ>3>@)&4An?K?#T}gA-okY?kYZ7gxf;v@7xFQ_!oFd(_5_Z_l>8EH60 zgU$^4;03amHyuy~5611!&WYTu4jB}tY~>$mJ=&-e-e_6nLy5@-9NDoG^v@wapiV`I zrFDt7VjjLpm zZ~OfbaM0}o|5>h1<`>{?A?t!3yVmXa0<=LbRyTVRBWOeqdI-e)I+O?uvX`u;)?IPR6zJb;jYu>Sf)Qq_Pa=tP$%QaYY%5P;g3K z#)URmfYB!r@ZER|?%r;7?=>FCu?44;XS|yqwm#=?uESZ%I8I=pKc@0%%3OE zfPb<=7~kg(c=o=?*q0Zx&5#Zxs()(N@VMzRhM~|D7?9T+>6BY)-XBp|PukbySu4eV zXc8GazL8@qdj&Y@_M8k&fursBCzhYNETL=H%WE-tYcsv8f}%RrCLg6t_QCIPA3Z~J-)@KjZwKf3o7oVzR-(luGeo}J^llaO9Xlz`kdc`O z;_~vugIkxG!5)xo(FQ6K28v+rJ0TY^%v4$?Q0`_rEV?QIy4ZF*XO>X;2+F#rKT=H2S^2 z>KRM3>3}x=c920sg62t%euIAIx9=BKY4lGGmZ!5_3xJ&p`?jC3@1jhox1-xde@?pL z_<|L$9djja{7SsF+t?0bYVT%|`a3vTHnd@%w1ZCXqNE3j2D@NCNwXYpv|AJCU9}Yt!GYX;D8*k@8jAjOU2WaLql;x}z%%<=s2HCXv84 z>v*SCVI zI;fSz7UwJk(@H)~nu#6W zc{o!Fj5UQavr%_`s30mUM8|WN@%F?CY3{~3{?~)j3fL$m&kO~SMNCo$Llra1Dyp8ALK?%Xp24y=bs72TXhZh$9=L)|`J5-4sG6fisj zbjj-r-w25@YSw*uG}T?G^YKkfnB##73O!Hc+RG1KRFlPjWy4iq$T>ei*Ls%ewZe%b zpZW#{huBLI4W64Hx0GmU&NWyDZC9(kw||~zHTv*J8?>(gn!8On#zP!qmt(DWu1Vko zkW0%Qs5`=#T<-*a(Py0H3@NKLUsUk$%VG++L+7;oI#aMI;_Jwgjo;{}w<5`sv#b6T zsPQa9cONC$)9j4!7<^&cOC;x&Y3AbU+5Vn^Y!$%L3y&P8zgm_zV;giXG0P||OI z&k(Yrp_mczNb(S6rkD|KDS4Php*U0anTkQkZ6=QB*1&cvbA1wFo)5Q7SdT99laIrV ztC+sRUDgbq86GO{bH^!~SIWZT!3u1znE}1!u49Ccl-MOO_Y}qsWO%>3m@0!sau0$y^=RM zxd+~eKYOuXM@+ZhZH^`~2h~ftiOebgzV)XVFzhxR=Zm^H?GKi&Oe`Y$EP^!m_IA&9Lo@Hzi;mfO{l( zZ!%*i8iew;pi^@hOvbPBK?Y5e`9rRodVtGLRtFrKQoDBq|fvHnqU@AXD!b7jdL z5l5{<3F8sU_EBNWYkEJEXNO1ksE{v9a0>L|j~v#Wg0=HogQC6indtIc1M<8wZ{Iq2 zT}}v?-&4&mE2e&um@rk8z9<;DemDVX+M?M~vOcb*%uJwqQv`QjyLBK(e&ABDvqg%8 z4M!FMS==8Nm-JnG!vf{(59>w__NwxyrHE|Z8&iDU8r#f0e;SN5-3PlDq$!;+x72Fu zW?fNDfJhzlHAA&k67bVS(mwtq$LWPFsdmzu>)em*hMO zaoBq{aZM*se+F;JNvbjC8!gx1g#&AEWi|EQx(*}-K3sNBYR7$Q+au>2-rOW6PM67H z(>I<+0PW?fPZbcRD?@|K_n9ZUKdkoEvTjsM{L}0-Cvd0VMkG2aH5~*=-+)>xzq8jY zP5Yo5ASON!SM2Vatzt_%VedS~Wk1Ncd`AO>sP@l~&WLbKg6F!gvbl?FS$8%pKacsU8oWt-FBi%Aqft&C41=7Ex+|6mJVpJx)C1{ z-RAJ!?SYn9S-`4;mX+}7%KH6=ETPNca0HA!yb+uei&C&YC&Gg#u$y}C241(ZzOe@* zw;3JJ0|<6m>K+!jKWFdv-ZiJRIeqZ(+hT4{*{vvvJ`H_aDw0QUqucVor`?z7qOJAs z7kxihW;r=v;JMbc>7Z3@d%6n*+!~$F2O7$R#M|?-iZ1)FPF+{wc~_I<2_N(3BQ>H< ziPoeyu{v+np_`hJ2FfAKpH!nbJ=SK(#79L;)dt{-%a`Qa1$&3=QJ})+(74i|?7c(m zI?C{#=@WO*4KvJEsYf1GQoX0608L@@>=!dRgJAhKW@S#Q!seFPQosY#!>-N;(?4Xg zhk)O6+XaDD*!*_>QpkdamqZLG%={(_O@|P(qrw&&fKnzo;k7XoV(7ixN+|^i9E9GDVO!T zY=QFmeD9$o5m$Fgzomnap83{p%$Bn|t>2PA*7@6L65Esebpa7&&3c%}nUo`7-%ZYMEu(algGqhWKGkebci%RtbN%pAwBbBTPv1k0{Yi$Fc1}zp=%64tW z(OGn;yJfo{CxULdH@8dLp&2|sGI$O!cuq2S{$TLjWbiy>z%HTaVNflln6s)?7&$r+ zFEs?Bg$mY6t!f+2*jr2sXa|oY=ZejvrD15ZNUL*G*qob5bcZ-P*;XiQ=W)x}`{YKl zbs=LR=G9?qvRc1|+&MQh?aPWeH$!cJVaU4FZLMu$y|jP5eQy?w&}D9@)Ay`J;Lgpj zm6G{?XU%FYc8`qz(wjS$A4>=f@s!j7&@gyxA`$3Ez&$jw`*H42coc#>7eM9;=9|HtFY3Ssdb;MZ-7l8cU2~CqUjUpe zhSJPi!cTV*NK0j!f#f{o`UfB3#?ylqq(+s6WsA