From 9ca210ff4357dceba2e54b3a21f163f3d3af855e Mon Sep 17 00:00:00 2001 From: David Rotermund <54365609+davrot@users.noreply.github.com> Date: Tue, 19 Dec 2023 15:15:42 +0100 Subject: [PATCH] Add files via upload Signed-off-by: David Rotermund <54365609+davrot@users.noreply.github.com> --- scikit-learn/pca/image1.png | Bin 0 -> 20320 bytes scikit-learn/pca/image2.png | Bin 0 -> 21842 bytes 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 scikit-learn/pca/image1.png create mode 100644 scikit-learn/pca/image2.png diff --git a/scikit-learn/pca/image1.png b/scikit-learn/pca/image1.png new file mode 100644 index 0000000000000000000000000000000000000000..69a63b7a38b233bf0317a2360e91a31966288ccd GIT binary patch literal 20320 zcmd43byQVdye_=y?h@%umk3Cwu<3G3cXx+?G*X)m0Y!RaAR*Eq-64GJTv~0wh9scU3>@xLZqe&dkle~^FSbI`MB8N zH_|jl8{i)aKP4kST~7zU0Baw6h?cdVmz$@bo3jnGzrByIv!{pfJ@I=&e9TUMeqO$k z0s`*;*A4ePeH;atuWx(7Ab4J?#=Z~;i8bmkTB+PSX9z_5vl{H7USQt-Qh1==biUl- zc^eHbf`j?@l$x^JCYt%e^l#IzTDpu=<}K6NNdLZJe^I=4yy25gQUNC_Xz9xrm* zZ7xeW#*QwI=N(HFvf{B|BETOv)v*8!)DNTgAF)88&;^?!1sDw0&?g^*x|$e?Pew*I zM~y)RuGR2k^MGr1ri6On+F*n7j~28Yd`xulus`Bs5?l1D8JP#0q-132SPHm#l27o3 z9Y!Pga?f)qLyCO}ih<&B#47RF*K-R_b3@#DuoFT~eG))8?`k%Jew3;ute?4457%>LI0jZ4aSS}g?h z^gjpaB1+}$WgbcR@7>83uuM^V&SAaSfbfoqr(%7DCPX?Y&8y<~G z9jq>_+=_B&=iOO+S6@%1BYlKf5O(F>F~VC@+{lBFEvdlONF1;I`dM_y z?f%Lwk?uR~zSQtPwu^xq$#ZUuWcF%0Iy(1NCogZpPR`D{*Sx;J*N5pLYUWFR{~i&r z{k7O^)Zj+@Rx{_>$h{Uq(*`%Z<-Y@Rw`4arH%2vfYKIL83HW?QA0g)E=CND!jEwyg z6OVe8VQ1?;&CDa|OackWqEDYBb@-u3g{*1$A0*)y7^0rbgfB*7%v=1|W=uW%W;<@5 zNMG;OLLzQ&!yuhs-|MobG}y zeqmuQR{^H>Jem}0%E=_`K)5-UpV$_Bj_rAUHQSMLbA4V?UQQ5v{;O}jFVPzanr5M_ zOw;)3tR;zB#z)(Ml$XB5BqX+hf#Mg}|H_u2xH#hX@851RU{NE>%C`6Sm7Y8iiK2ui z+<)*OIw2t;diJ1VvlNWOKw}x=-Rn+c?nh=3w8IYRtaF}%Krk>c$RdY3J0bVlP9FF8 zW@lv;S5)vx5pf`se8lMqA0fE-jTx?tTLT4&nPlm`7Y@Sz28-uwLriS;!SjcSmVcmu zf5B8N!f&4NnbdLRYOzA0Nc6O6#;lfucDfgqVG@i_zmu7T-<)p$`lYO*f+Hy@34vs= zt$k?u)!o>B%HL#mZ!}MWV&$S=?7nS3p;^GvlR3A$Kvk(CDzJHuH$V5JhMllhn72@` z{Mi%}^xf11BC^t@CALJlxYd6Bt0#^r3=tcPohSX2+|bM$>-J{lF9TSr&kj>SwM!v( zA~~Wo6&xEVoe4E+3-hgH`ac+e|6Qm4Us{g;|2=4*R91Ev)b>bUWJQYw3GD*rPpEt2 zsB^~;+0a0({f>e$m2*W4ii9%bvB28t(o>3yS@iVuth~HPfqlC4Acm_w)~5pZManY= z<|4VacXy+D)&^}y5Q85oEIQ^&6kyJ~J3H~Xk0G50=OvAeVklj)LA~e8=D#|``9F2& zKYs5eJ~26orUZvLJyZ`4mWm5SaJi4dS&&I^eX6#$w$cwD9MTkE-o|ZVsl(Q}h|)m` zdSYxYSSFnQ>c83Y(%w>@)l(O_c*I^xBt9JPC=l|FqO@{4tR|3;Y>okg3Q1mECa;K5 zG;2?Q8PTtNRzaHH28=8ZnT$*^v(nZ%1|Opa%)ehgrWDp>Ca-s7#D(9vUJbKzlpxS! z3_XFXW<FKO}2QpgT_4k4X8P17KtnmnZJ%ib+x%N=0<-iT1y_F8R&30hTl4ymoDL6C{ zO`$)(zTZAL5R=(DJiH$p7Z=q*LPTU=(FXIb+QcdtE#{nxm1{e+GfCy7EE%fF9$)w0 zdRGa9eX2Muy$F$Ae7cn%_^WyAzW?60r2NJ=Z?LGSsJbd^YJ_aJIE3=gYtM86X+2$N+T#ZwO6MKZyzWp-;IHnC|i#g$ONv(bKZCP%B7hvN%c;r zuz%<|Cu<7bojWKCra9i?zi&cFOpGm7IR2vYo%|cFD;HuX!~Gb7M5tlkKK9jB-CBNo z`=eAmS0D)HY6{!$pX5CG`IVbq!iR0WA^gukc<0(b35X7ktMZdV1K?r%(F}ak5Hpt|PGs6ms50P`93(_7S7K zFY|vB(2VaNsH$Jzy0&f2Qu0m%mWgLjwPHL1mjDrh*AV*)*rI6IpFkj2+<`3%`~5QK zi&4JgGBiN@nl@6TJ~~Z8M;_wCXF?7i+NGi2*(#$9v{4C6nw~5sI={H7s8)cTrBB<< z!$jTZF^#iPQzaxJDf#e$SV!hmPc|3!S}pS_{!32(uhUe$RLflbKX<2Ws(=1`7Kjhi zL$47%dCp6JRa|itXw!11J6NODqH;$4K^0Bu`ypdt-SoXjslbiw>_m?Icos!QNM;`~ zy(>0*#Uf;z{j`jCwa+(0t>83J+DkIOw6Zd0YA5;~Zbm|UsTYX35(d^Lf>e@%$nXP? z=*tDO%gUUboaC+8%J4AJo!s1_ho6qXGFd?Y^!QC#XABLxx%p<>JyCm+{+~NLc-Y*M z9V@98W2PKPdg~&E%!I?!2J)sqB!0z3F5DL*^5V0W-eEG<8iFeqc%?Tboe3Rp z<`-dDD@LR#h?*EhIoQrbVn@uDGbXwT6hTC#Rw)VPVaY4d%)FId}0Bb~gE66e;ltM4jy)y{Q zr2cTK2vZ}d#4bXX4JS^Q2SBe{G?_`|4Gj$oOjKcSVr#Sia5f*Q9ax&kAGE8CsywQ~0zG|~n)r?1Q5{D^- zRG5Db_){?gMO_%|$SX()E*dCZ+)HXa1H~$lXHzN1__QQ%o_|X9-25Jmov|{r+o&p> zQZMdFPia{~K>;HOq=@mz;4>e=noRjfmkjX4DH1#m3L+QlTk|R^DZv<46-z>LIeB`L zV6*X+>%f}3$**8Jo2M?v5y>7^?}wiH`WZ+)?S5aDu)J)cXK08MMX9g9<|km8JH*pdZ0%m$vCTlaF3;3ifXn>`hD zNyyS>ELW=mN*fv)3W6CBgV@%aK!@*wq{%+F%%w~1;#(rpNrqqISIi^*WA0(i40fbh zP0)=40~OLO@db0n2BfppEwRi+E95}tn9UfxAX5M+_^>G582Xo(RMjP~D1r>i>vXTx z&PeIHB!ntT1Qsed5Z}e;M1zKfRwGDL`}Z0hKHvRtqzHS8x=KS{xl6HJ57)=4Fv&WN zus^V%ij1IT6S~N*PjG2b+$MiWCFL+u@6n{ zCxUyM`rq`4g&8_5ff7Q8Ot*54;t)5a&!sZ^A(~u-1sDED`$W2NxxcLsb&WU*5k9Fv zFWYy98kD=#@oS^Vvqr>tBUk2(88i!<|NI^?2DiAelt-#-Xb^0E&W-aOlfcn^tJ(Er z);z8!jznee7$kAU@89D+=g{h&b1Y1Lqw&JV%8EJnGqi@OkxtwP)5$|SIJpQ`Tl`sl zRlsx;SC(?*J4L#=UA@r$mh8C%Dr0*o=E*2~dttj6{`V$ux3cjNWRF&VE{-4(rk-t7 zayL6VN29{yMMxxi<4TwmP|5I{*>K|^LW8$&o)sG!_%^TOFdYpKn0!BS>X8Wx=UR?0 zaC%+F6BHZ_H#c{`8(}mThv1?D{#Am%`0sM?f%R}E_qSR{k`JGL@_?`a<U(A{5Az81N|{kwMrJ${8&uOOtBt+R07X_*2i=T0rwp&I zGDB7ueaEpN^wNQ(j$?UU8SEO*u15=G==AmV-#(!Ofsx>Y2b9%hb0)~W89u>WB8CO& zjp>ZzrfZ+C3@ns0D3ky8k&Zn{vJjF=zNdJw^M*kxjsy2h++Zz{I$p{33@CVzY=9{yH zqha2v&fQaGw(nZGqD220P@OUT8&DCBgE_>4loF9VI8*WA^ttL?Mb)()sVnE`?MQxCRig$R>`h1-gFr%fBnH7@zngur1bs!_@+=0iW^niU_q>=-fE@U z(`vl9*9QV*RK??~u8w`JG3?C#LF?26#4iBDw84ph`X?VD3vJfO`Sp#ei0WkO!T!EI zC`(DCPf7C3buv=%@K{u3bLArVFs{$gjyGwSD`&H%uHC2zXe3LXQPIA~=7t38A-IIy zj8$R~n3@~#i3$POE)Jrzu9)@XR$c-HCN9|5!KVm@yAy%C1eCXJ8(WV6rr(c zY<(-^c0sk1gOem-tNpJ;QWY{z3NlsD__WH5Q4)ztF+O~_*Hmi;e}Sl}=)`CD-j3s1 zLC!)R>+kol2F2<$353%IuEo5}O;$KtXGLx!KlxNUW zhq5C5=8(~{WX7vrcf!kaWX%cWkr+w!u8I%wiQ;>(a}&t=7AchouQ0OH5f!oD@D7T2ouz7 zAcmga(Utbwkkvaw^-nM^C?o#jSn)+HkjsXEc`*jAqJhF1GRRIj;?@(J8eNXcLSkZ*$LAX75*G~F7LK%Yimy2uA6fT+Wom)&MsM4HU)?1D3w__I zQ^;>Uq!btPgjq?6OSNloythjy&|B;u|1U8WhwuSOe7bqG0QuW8`Ovl>%alu8m=p1I zUYOb;L|0b~GOADN?LcC1x;xwRKMNSSRRju|ndl~YReC^R2Z^N%9<7NQW8dx+)^QIz zU);gJC(o3EHc|HVEp-KKBZ-OU?&LvB3h}}$B{v8779L9FHz!ksk0Dl+e@c}F+GEYP z(8cG&dN|VJ%==Ugjs7pZ(sbP}q43#i(KN_iyfq zHxQaFUj2XWEX@piRo5&NR<|L_#Ts9mPb+=x-ni5mLRB;7lyw-w+u3*dPqq+}c<)W& zTS(mx%$}7+o(NCJ?|as%6r#L{!A$cwBYZFK_Q#-LJxF|_)GaAB^~*e+wB^^4g;7pg zo~m2R%c{rEG8nq6k4ZHm`Ns^)KvXps(}TumN`1*MFjS<(ETjrY3q+$IRmH$aLsF~j zQL-D=XRFKeD2n?t*>D&AI|pdXWXBH?F-~(8cIl);`P@u1f+7)&&l&bubfRt%LgX;- z&xPdAf07c%8F6VabK&KcSVH9ls+jEfd{a_p#^T zIt;2Wpe$K%b*ZQyaLV%HF$PcS4Svb1$qV8)5k^<|gWuK`(X%G6r9~7)DU~P&d;asm znqQokc&`FCN=j9nwT=B*M2kg3$Je7s&K&<#C<)A-DvriFogLs9RH}!*`Zz~QY*lr| zrRRtG?(|8e;(Dsm@>;(@pAlM<^HE_saRv$6=29kd2Hc#_H92xjAoOZ;?w+i*gIrIm z6eD}+si0B>OtUxHoow zY22yu)u&J2f9FthZv3qP>XsEtVatt)it4#SNE0dn`Qv6??F z$I^0|-EJJ)b)bWybi^t5uN_T_2H#Lh9v&bj_<0t*N*#YbkzV(YozR)%Mt=A(TFIFC zWQgO11M*eb^mkqTY5be%S{ki4f?7^v-5kIJ_5;6^p~(UEQ27&imxP-On+nPY=TF~Pqo?bDNmN0 zo*vr-8@u(N^|zYZZTje3PwawF>Im<93Ft*6CPMBq3Ry0~HykhQX;o6_ zxs$ku9ZuyWr6TD(ABp$@@V>P(fauStmP1H@Z5d1MQy8Kk&gX0n_|?s3wxi!N zC%*LJkP7p1ERmohtC?)KX+i5yO7(P*N`mf7i;#wan>*I8HW~{j8SY6@3@3%RyQR^p z8A<%6lK7lCGZlf$TXH0=zt#6{^Yc5AO4;Nu(AZwc-(?8wCwM&iEM?o*?Hgn?e?&eK zpZK|RJbwP%VGjt@Hq0pTI^72?($FiS*%%(0n?GY_XR22mWgK6dxVJf(^o&xTF81jk z@7)m^BQ0i;yU!Bda+ws_iSpU{rHHuRdHo1(i!zoD61evE5F20kiA?RR5)YbDoO~zQ z-%oiz-E#Dz=y>C6hDKpz=z)8JyIAKH9BHrg>1LQz4wQ@=My0n`HR*UBf_>f_<}()D zLvF`rKVQc>l&+zDZS{T6{HSWgz;OhI!*1{_*UoV(x=^>O$VHzSV&<#0ev_fbEJ7fC zzE42)NaI0Xe~zf$GgMOwMj5wINp+Z@-Jkh-bt2lrQSxP@X zm7edD{JGyk*qLY?=A@S41^PjQ9mj#f#&*WJ+$A{1lkt@fYHzH&jK0iN;mlOlw*UR~ zq_ZT|h32oFD!JE*lTV}qhr^K9TOuknj;YPG|I%*4s#}ivr)(W#XrF0QIvAFQ?$o#3 zUhnVj#O1KjKS4Uu9n<-uoiY^iQNuKJyR8jd=AJ_v<4#DNI)^G+#NTT<_w657yU(Sx zaVyU`XmgB|UhUEANl8h>+q})m z+nej7a?2ZhLyM>Eo9t8Wh1?ud?ow!rX(b%0kQ4%Yk`{P zV{-y;3@eO4bg;Dna+bb7m&esMeF>T4_R5}Hw>M=+Y zp?1d96S6H>kYXoN*KPBXANI3f1{I})*0TNrRAkc_gqoDYL9%<1mw~OuK936 zvNydyPje#^;sa?Kwi732DotaMTwToUS5PMrkRh>KsT+K9S3j#hIpaJw3z22}S`=Ob8CE!$RxR`S7>5g)L8Oy&u_p%-=rg z|KpvveUk8ZevQI7u!S^>5Szyt5nwG$U=<=;2+9$$G#!3H0_!pspSm=V5MGMz1p&3k zhYIYDe- z=|b3AWXNZ*gFW&0W^2jQ*sLkx^v&%OYt@cL2=yVFNpJF-#vyGgbiQ8s7V^R8`onODGrTq605(e2n5Jm6n z>-G1R+e|A=XL+C)&wIP@8cWaBo+XBVXiQ~^XKLub&1X0`i%(@y+2>7+V8e;Ztg94rEuHv?`g@? zB#OM(IrVaru8qNsM)fopF!`1aQVjOq2e^GZQSFRIgT3N048yx-Cl|2$WOgLUk6i=RYy=}}H=-<=f(K&b{rF=%TvK8cnmNr+7 zZUXU<4e8z`I<=~+$74~OzqiFIbl=(S!GVagYa-EOJBhCgHf;gDLF1bDj)xFF?~Bm0 z4nTO=z2lbvS{;Jnw;@MYyH%#Lq6@WQNQ^|Y?@yu=!&(~}8Y)7ZXmO|#(vbaI&u=CO zJv-Rcx@;-h{7oB`wLdtyCo`R}Js~67HD7Z`)lzViXT`9QVV3puDx5r8>)34;x;jig z6Qg9HzrZZof+}G%y1S=et7l9e74wG(rDwHfF-RpbEo@&avy4r!)*!9Wv-TGn69sMi z5eK0M!Rz~tE7Yf_r#9Wuc%Yoq`Q>PiP;b;uxT_?QEhbH>@!5ej6mcEsA5JxLMx&B})9o)YSBO(0E)&RmIsKQhVJlOrGPdaT+Zx zt*(`uunwU2u};p;)qWwe=u}dwoJK-->BM&7lXB6g;=S97!a0ojhXdJcg-#wb@AzGr z3YM1onUG6MvSd=nO5`XPZPrugn)k!R0kMZ3ZI!k(^7sZUN^X5G>de+*Sbum}M z#bjz2rT4XA$Cdt3j6g`&;mcInE7kvKIyvsdXK*Zk3k=jrKI>`|`5AWet&;VebGC%y z@>?-UkXl9zn|rd8?nzu}cJG}av$oLueA%Nx*8FE^IAX_IBu$~v+ZDCeVkKk9F4jjy z$ddP27M52c?v1+!nGBPIOcaUiHWllWKbVBRh{|)jS6HkL2R95-qaDm_tkcYhsWuJ6 zhnPGADGU^lUeF?B^{}jW$$BXl-o7SCB6E_qMwcC#AQJDu?^Ns1s*oMpMIux=!0sPn zncaqLS-9df-L6g!Qc-9VL*N(H`R}A2P(&C)+S4%?zO4?0T+=-t_Dyr-A*71)PHLSiLU$Qyz-f_*l96?q=Q+UQ8idBUkg6md<4 zN2Or8vPhENHkNbY19*llwXBEAm3qE8q+zX$7`_^TL{C;v^RNQ+_X zMrsY=tn z!TYX(VOpk|baiZJ-?Ljj`lhOvJ#l(G-prk{9x}(6&5I~zVyUy6U-0aZxoBBApxG)6 zmwoPB%NL@Ytp6TUd=1)Cpr|O4@w)eWX>{Sr)>QwbVti7unD(~fSd;1BtKGIP(Sel) zj?gv1`CH=ncVB#JcW3gxuXH*TW3{fSH61k`=8@MX`UM1h57rH@@(;-6_oIC(n0ziP zQsw^j?qqC3!*_wbwN&1bc|Q-{By}>o-_SxAhF4#GJrYX9E$=-We1@mj;JI>dczC#1 zcwCxw`RNt|sBANHXuf2=y1wRT7?)>ne2nMSohmZoix+xFr9kdaPq&k+$Bf+fq+sWn z%0%hL%Vu(R6PH~2t@bQd&Ry)NtnLN7^pGl(?RDZk&8F}ZA(E?=fYu^~4y#=AKMDsV zg%E!L2Vv+k_ESF4J$AmWnK*7wa-lZPpQEt|=g3KHSzgvde+_%g`##Nu1b#%hHDX8Q zAdE#(ip$dbTt}80G^l!k8R`WwSzmkTH6PQ6{F{$#Q@pk(*48Io#o>cDODlb2_z7Ym zl+ElPrjYUk3X)`W9|sY9OYPHEOuV@klUb449~#Sb#g$u{de&FQhqHLKf?>$0gze5= zr#Zq(J$X0JA~rQ{{lw+EA-YBfI1=4=Ck$hJMoBj7_-#=7y|?Qjd+;G{@w&vaw)ou{nR!_S-P{E}YjkfS#r z7kb8PsR#{xTHbsqK}QRW;Un-KU|7OCuby?I-!4kJFs8ya&`C0%y;~P(_!4(bJC=P8 z(?>TI-BJ^5*1WreJ?!MazNW(c9w2y z%XimAiykzWdIDdXEgarF5`4rBZ&r;M&iVMEID#)xuHLxt@tr?jN0;lfn>v}5xm}-! zz0xPCmp5!E55HOG7OsYcKGeE_vW?V~R+@9NafiIT=dDm1=I!Z9Fs||iJ%2kwdbzKA z7)vndp;pP(*QKTW$7vZ{Y4=UrmbNcpRXha;IUGQGbk3oce7aE@Xc$@K`VVAycFtK{ zb)O||K4@%kInFN(;^9O~FrG;NDbbC=C`CxLBcm9s^(^U-!0|+hE2zQnq9PSW6X5Qj zK)wC?_x=)iT?kXjYM0wfhs)nT$Yhus7kxDF6}e{wz6I&P9UUFjEQ=EDUA#Wwvm4nK zJ?^f_hh$Og_!0g1_=3&SG_Z3jdGVx1l{Ixb=^N&1LPE=IG^8XGMAA-zi`Fh%*N#@TZID$52)P43LHbZX~+sKL9p-;AWAnttBLfd zhaVXly8hTANGU_tcC-t1SDJLW+SLJAi@S^W48OZi4p8wJW4E7)SdG!IMv-*S5=?{~ zB|Z{pg5)bIHqCAfx#+S%OpEySAWku}!H_2ZU(p+TwXC-jdiqMBo?2F3ZmZtP$@_e3 zm^yVJs=r_P;^x-MIk<5l|3ZG4t74lk@M8) z-SblVhIpUBHLeMW(mR1)Q{PJYZ;QF)gM+u#o=VFrM)|LSY}|4~DSprK)MfP%J#qePQHNV#-ZBAtfk(xe{8bn)Y0g?OIxiuw z72_f{2kSHFiBx($42hbFBICZ>`4Ob=HR_FYGH@S~3BQDkzkx^QfYc)=Dh2G7f(}EKL%892e&bZi`ufth7aJF6jbaaR zpKqnbnnI*)?FT;RMrQE}-(JA%itYAGZS>994lbeivZ^81XP_=pL(BKQVoWq?VWl?wZ_CNOf zE9T}VUK!gG+wMG_=nrzmJo`a`JNxK32<@xUlEktb2NcP*2QMB)i1jGHa7j(XTX6NK`Zs?9+lkf3doY+Qw~U=eK%V3j8Q_+^7UwFk{@&L$+RcA2QQ zv!r%P{4eVycpL>X@E_;8q4PHUHbGSs>Y3)kA3OBL}* zB9vp69F7gZ970pPkI~zx{AXuoVy}O-2<#s(l33jgcE~{PLNJSxDFT>>Sc>(6W)Y=q zUNa=dFXHJ_(DV6q`SkSreomJQ`+Ojp2!iWHKch_g<3``SB!n9G73kT$(u;jOC>j(L zl=glME>~B~$V~YhG=d}NmbZt|@}fn|@1+bGB4^&yd2ic4>pJe#?x60W;M zw5Gl=2QmX79ZGSdsk!xpeA+Eneey{7IhEvWhwJr?a8nRpKzpxLwQ0%Y4*;K!4K_3O zDi2POJ6;!MeK}A}sMm*VmXX4T@06x_E1B?cU4uR{k=SB{K*$;at;C9o^68z)OXAv?kC~ZwJga8qZ#Wf^y0pyOLmGQOx${I@7_-Wu+{1mabfDlcojTm zqhOH}1=^j0!hh$#VR|?YdwTO^bxaf|>@}Yvj=?(oDT9@WDq0=nB9<;YFob$c^-yUY?$uFq1B^W@kT&_<4@uyX8_6VIknPdRg#Qj&FV;vWy3HyE;&Rvv=?0 z-AY1#?Yb67R? zC6epgM{C7bR4(Xu?NaMqb<2%@V+^<-v+>E;lL0^k&9`LWs^ZVNVjB$$9vVm629RK~TeM5NWpV^b zwir)9F#*=aI~BhZ3qPKV8`RtrMuA3xF(k~<;qNDv#TJ-n#+&IUIym88_ zb4?f}6X?JvME`?k{CMZJ>cq_14#q0>M}p2|hzDd9le7#f71r9dHpDg)3lPW2bj^>& z$c$0=VpTT7$CePMXVgWdkh>A9>O*MTF)NVO9ugwrfaX!(M-{jzfHKE4Ia~qt0nsBr z)N3Yk8PoPar*zU;IK1YScK2%&XiWszrF1WG`lj>c;OElAB<^>(u1e%1`3!Tb;B!;9 z1$^Ziln;i4p1Z_zv49?t(szKd(e$Zg!s>)V7+C+#c)G@sdY27wl)XoCb&d#NkjR#P zrWAT?IgSrNlBB35CU1LGd`8`YVN#{`053uoV}OXidWJxz%K#zn%+}(cb6z?qbl4|= zK5Ib`a-6%VR?EPkS;~%#M(rVk*q>W!r$|*uX9xNP4>VZwr}A%OQH6}Wrfn!m-8{F* zglj2;!A_cA!?_Cb{Jt~D=eQO1NvcB|s`8QQnBmnXSxFEev z-W!MUIw9zwhC!+g$P3jgxt{Iuyj88_0NSr)Z_jRGYFazZhC~+s!+iN#n%G)~etOCi zAu{1`1~K{g8^h_z<5r_4uuHC_3IuG?xT^sju8@y%o8E-aos-{k;Gly({(5VclL8=u z3^6Fe*x6kphl>^CP%M?@zFq*Dhl-c7}W_z+wV?2gr`qn~BGGroRFDo=E_f8Duy3yFxqtty0$+}D09 zGOUyS<9k%5Q(2jQt33$;Sqz25*ZFxKhp{}`KR55+6_5iIG-XduPuGG$l?6WlxY%Fj zfg%ce1b`loI+@1r4Q?Id8E0eF{US$`=SqNv$gT|DD5z%WK+>KorzC>&e^DzF|!S-?P>P=qQ)~}oJgd@=~ey|eO6c3!@S^M z&0Q-kpFVj_>l<2+z7*_Q0N568;nQsMmWemv+0TzKasWRI`kMSXw}n}4 z?HapCzevCM^Y1yFk}K}3;h{+RXF+bnIFEEoZZsd5(@v1PpUwlhtE)#VH=x~W{dk9- zELm0Zk#Vg95t~{<3xlK|*ZNB!S8Kk7*Yp4q8ViEdy1T9a3$T3V5`nLFa$*Z2{pDq1 z6+LKt58CLf(}(x1McE*$N9p0?QScke(3w;=G)`@!y>DLPbvykDk3o+a;I99L zIX}@%BX8Hy*U##L#^BePa9?@z)U6e`L<67*8-F@1yZ%mZg@THCv z9ly$tZ`HN{iS(GuD}A36_pPiBzx{WX3y|5(&+}YK1r#k$h3~r>+~sDSRFn@oKxB2YN^kZ3 zQS-(ZhR3UYQt2z3wFo8x92Kyr$(Nh&0+bB(^j5dz{z|-h_3FOk7=2#A^3y=jaz*(b zU<$G@LFx$jNC1JOnt{o}7EKcoeEiw`rI-$#iMKe^7DL9KZB9F#xptXMf12FU{NAn% z$J)T&Jk=|P%&&ozWK=b;ef9QGFoX1eI+sZ~{q)-ZbS`s^wtGRNZ?A3en2a*|6WY|6FjB^D2@7VYFLc7k>gU^DW+>)ZZ5IdCVm@XJ66 z%4Cb&Q&-iqL*1PCq0OdOeHg*+@Z_;a6PlM~vf(39Nshbk?o(ue1`AB7zjS68#K!2x z#M2shnDf=HhABbNb*d=gas^kvB(^u%uQgy;$zZlhJgqbMtMd9;_$&&ikL_r`HIlp( z6Ihn8IkwaticeMz6135C?BjyR>b{Imi2Vl&fFxf%MX#@~Zqy)0IdhA0_$_Z*e=nUr z)~8Q(EKKEU)n&t-(WR;&l1DP@Pk(us^hGvl9kb--H2vka^N5;GE8YQjy1l!#LR+3J zSr%dWtmkGaX%?i7I2T@qfD4M1n9ayDE4t!*TAKedn(;dSu>HCY#0v;Q08!_8Tvpb- zd#b>oruU?!K97>S>`~?9ciIv&1LLuY`AC4gG^V(FOQt|zAgcW0iW3SjDteh9VgTew z7gtvRi(aG6L6`PqoS46hFFwjKen-FiU|Y3KG7Pi!{Xn^4?E_h|J}UsvPZuoHEH^|h z)sK+DRrYVMBTsiX@<*D;!%QwK%kcH|X=%JQ>V}2LsEAN==PDVl3+rGqH*W)oYKZi2 z)jwo3B}h+anrFV^b(r%`e5=YZY}6J;9)?hYdlQiI2$$=mrV5ic>=PV!qt;!9VC*Q^ zZ)D<_%3Qsxp{D)(*_pptSTid}I`u@5QAR=YbG*-=JJVTBn7_=@n5NlpD7&ZlxmP}Y z9}49O0+wA3ansOy20~lC&LjhM4^Pk39kqCwdk=gE{NFP>l=FLjvx?$MK=}M4TFgFg?A%oc zfB3Ky8oA}-leaUbu{ray$R0va!ArL!4~)GRVBFun#RhC3p$b)3HaL%}Me~wL-Pgqm zES~*+(Vbr`NHg11upJ07jKNaJzTN5AVB}DZsH^xvK8>=5_yV#e4j~jN1BT*QCS+!9 z(7_Tkp%|oIl7VGv{1crSE1A^N%1;uI4A(SRS^N4nn7X9H+4_X8VeE0J08P~%J8gjo zQ~*+CutCbhvpF_Be7Nvzl6EIhj2=0J?B}c=W-Aq&td|IgI=s8T=k< zjp4;+`ZP#6eDbU{PUtWd&{%e!%<`X*2{h(rp+5jF+X>!E{%)%*g{f-2hollU*qagX z2GmZ9$0-(SZrqteAoijFo8y1sLjwu>ZxrMIN{6Jv(Z_1F*yjXN3tp*rA(>HIj z|8C&<0W}#s7U&nU8zA}=quRTXXSLPoGQ2RQXMllC)i5D6!4lTda1R24Ce*Xv6h`FZ z00nQlFg^iLHK06h#r8$@D^yrcp0hOfp-A)rCA@gtva;l&CNr#{(14c6Pm=CU?>>E! zFT^CHwFX-n&-)5b80GGJm}5!@QL1g7cV7|a4=5I;(cayJfM%!tPb<$XXy;8D8(zod zXHV!aV3ftYe`Fcj0Bl2PMFq^&)%D&h7;H6~7FyGhhsgsf5=;)GFUfpSOxyo+;Fk!j zy|ngA7HG@JRYjqpWhj;0-^=l%FB$@C(}tGGO$W_e1wA`c?~d9ILP>1z@NO!
Y z-Mag0YGoz$z3w~Z#kYT#S5`a&H38tChll5xslC0u1D!T3hGm*tLrIt^xAXxULn(0G z*cohnOT-M4(VT@L9EwZ4-VWxl{x;X6yLMbQ(Ru2vHJ}izhuxfmA889(z#W@; zFiK1KTkmb%?Cz*6m~QqumYC9UH!0PN*BDuV>}Lxw{CMZVfCYG1=^4sj0s(pazUvGhDngojOO}q7%K0^(d1RiCsZnaB zau^ai{MfdH+RZ4ZCR5!DkUQ7`5%wNqDabxhsYg}#jVnr0AQ2#_8hs@~05(TTyIUdoHQZWJ_bst$Z5*n)XHL|E|NXz(lpiNXR60wNDPn_Nj zu%KbDC@t+A55M(&AR=NtmM0;8(0Y6bD%CzNLh#tkUe&ms^u_1g7nk2)Z`d6{;ML7Y z1@(P@R!V8FO+Yr6@GljQ$L76W!H+$2Xbr^~%H5Sa)3c{fDZm;Ykpe%QNoO!6t`2<{ zgTTiJ#4RpFIX6Z65=tSNKfKk1`S%nvK@&RXT3~jZz^rj8*St|f{L2peZ~CvKtKYdh z9Yzkf0EPyNKk%g$)&Nk~2-SB$uN6ywnll$w){PcWAzJ}S4)!|H@YM^%Z=)&p*37OLBo*DQWU=ApI=bB-5 zVyKxRYJKAeJ%A;GlR9pZ|Hmhcjj=;p)++w_1aRX&pMZ_JZ0@xk_y2gz!~bs9>|pw6 zRWEpj$bW!R0~G1RNV4h&LXvqMz>(&M@)(1OAiCf4025%MEJ+HvOE*`mkcoOLqWkm& z)YS4VN*K2hGpVsSB^@#?5n!CmHs%d-{32dQzE7 z3Ee%Ks3+Tcut}hlsj>&WFH7EN1||wnZk?u(=?LDWj>%a|3THvZA5ife zu&rdk>5+F0@qt4Rzz1dFYCEtX6?%>3VC>P)jS;02C<`b^jDtZ5<)H_~7}QZ1!!AX? zQE3JNHD4!4t?zrU!%#$fvU4VxAj(-YU!pO|T|UhmA*^zP%I*QC@Vw6)fPoK38=9XO z*AQrnzPbvM{yoTwNjTDvYW`CAFV5RXPL2 z!l)tA!C?neoHrm8_wK@?Sp@{S!ZrUEqVuPyqa-fJ!x;xsnFhcS3TO}=xtj+lJwwIx zz}!`z7%2id0}2CZIKv|&!e{hggSmnM2fbG4&$9v%)$LubAS4iE3xX*M-60f`pbA~>?5_J|U7Y6x})zTQlQ zF@{>kxivW~ovIUMvfL^Qf zvBKwZ0Uvf(0=PIqK_L7#SY+Lj4NxWFQe>fs0#Oq}IOy_W5e418Al{ zGBC*2tc?f98_2U$m1_Q*oM|_$yk-+-_0s;TW1_U}l*8SH=0{DZt_c|sx z8w33xBl*a}f{|<$xO(``@bJm^-@kn-%$mtjH5c%eAjF-VnZbsjPSb#_{w%NR@1wCy z0%aK5%F0R0N)A-n^6RS;Msyzg+P?x zs1;sCou7eJO1uvU(2G7J{1=;I9XXZ%2wUWkIzyJ(U3&W7XgrG5<4YsJcmW>>wye0O zhMZHU0H&lAvlE8Z!LzNg8xwvvLyl1fzD8v1!;zNNZ5S&b6V5I&vlwSZ}JT{Io2vKiY6H(>ve{}kp z@!yxV?44avhX7_iIK)B#nCSnTP)Z#eaJM%=#1O-#cJbLWjKcf>Q0O|I8btpxJB!n} zkPKM;HmLJldO2ky!Mkw*eJkZ#YL)xX+f&QGR5WH@Xdv-T#3J|~m7Hl%Q)d*0(W0`r zfeI7^u^rqXLBOVwU5Zi-n9;YKu+X;CsZ zvPKArAZpAefh2?^J=f`wF(DgkS z9&d?~JQ`U4PB(CEX^(cBdtD7>66nJL2@Yv}^Z!^f+bJ7Axw5ofjHuud=aq8K=j24g zQU~`2f4nR61cb=r6&`s71qH6njnQkJztMxiSfNmupc1wJEYRXheTKq;~ z6CcfTlaE)Pw|Znjp{Fx60>-ZJa7+K|_#ebIYp%N`%~pUxQ8g=kOupBd1L^xipaK%a z?8TI*L;Oo$nTzz1q5ToS2%u~qME0ZoWJ7;;q*kK_BWzEt`^;@BM>$d>f|9BSpeqjN zWGCozZ|^2dmBmYhlr#(I#4Q!EM@BAeypgaFRVb8nlDE#o3ZzBxy1Foy6SCu^5-evM zB3L&tW2vgB1)lQ&b6Gwn2SZpc039yyc)anby9e%>G(|l9?JI&|7@2&xbbDNcBpzwK zO@mRb6Q@oYXhd>VH_#Wn2?T;wSnyi7!}U5;xIex1S@^{FH=(uCjA}`SYF-r2Sf%3) z{%GXd!9f2qXPZOV613!Da_66NsV-vrKE19%TsV3~0HS2SQKx%)`qFTI%`Gj9C@%0@ zn`~`YflD+Qd(Dh#b!FRst~pu9_Zg0X8216OU|gIWwJ&Z?b`oud5{m8g$2Rmj7TX=n zsIRYgZLPz@vHe0%31tS}In-soOaa`=>7d|X=}apqtUlx%KPFiZ-tizD0pvl6NE&WD zUg~(<0Ne4-@$_(`O@elvR^cO)%YEnwKo?+=WJe#7xOmHEW3MA1nj!aNZGfIbZVyOH z^QiGJGmoKZK&aCOI3adm4wX(^3aDyma7eHqa-PqNwHo{RR0faSGl+46c!SV3HL*XO zN5J0K{cg4mAMwP@w{+`z5)m02IL$>YDRk-L(9lql=p~s3BT2j!L-a%^I9ER_9LYv) zt3>VGp!8i6YoT6B!3eJ@BYn^1FUSL)MK{|y&_R~KwfT_ILORYyA+$qV>yTC+1ab~5 zMHGjMDV#Y>KaZ_qLjOnta(EP?S9xa7UWqcfeY(#@3Vze0uqRQT@qY&31cj{DBj3j= zQ5Vf}=H}*sL}FoWd8#wl@1nyN?y{e0N#agZ+x>Oa4pz45VJgTi>O+peWc{t`?mku_ zUEQF!DB)jS%Is&B`q%n#Sb85THd3-H%L|X5`nR# zODV@inL{T&AKHMslBcHxWkX$=OJev;{p2}z`SP(>a+S1~s4?cMMez;fK`hdGveZ4r z8H*_RR1WsR>(A)2-w8Ti<<&qOf)CC`m#3#MK+Ejy%+;?oxEvf*2>B(7P~fJNnu#WSn`sW&I2WM+0L#0lQ z0epwkRoo&7dML7UKXr(FQ{wsPD)DBn1|{F1+VGv@8>s_tLxyO)8YKK%dck;_bvE$O=0)N zzZ!YN2=)L4K+0GN+?AEk%T%5T?YciR5VjN2or0yEXHgk!t%{*F6g9<8?g9RU4LaQq zjz((}Oz3L5Szzp=NHx0REk{R3NzZTXB|)06s;%{LmA{DN*ERJSdnmeAWT;$0*3p?? z)HIu$06DrF8nw1?=CE1wzJxK+{L|7PN9LwLBQL5}Bi4S94pb;$rVvSxJ@c7nKU~-t z#lbCj7;T8&L4dpR=B+z-j6vj$&=FpU;@(+`rb_W+!8LvH;D%k7^<{$G0+AN``nV;Pob_ON8)d!XIv?B40`UGH@y F;}7kNj!pmo literal 0 HcmV?d00001 diff --git a/scikit-learn/pca/image2.png b/scikit-learn/pca/image2.png new file mode 100644 index 0000000000000000000000000000000000000000..3eeeca4d89f92c0a01413f569ca6a88da809ca96 GIT binary patch literal 21842 zcma&OWl)?=)Ga!=1ef6M1a}A!WPsod?ykX|-~<~yxCR*rA-G%6;0__UOMu{nV8QM) z?|05U=g+OWR8dgR%(U$8-h21jYfX%XngTW^IVK1M!d83>)&zkN*+C$LPw1$?6LAv# z9pI0smz=(rmaDCouZ4#VNY%p2&B@iv$-$D=$Hv3c!PSMION5J$gVx^5%gs}ao7?&S zeFK-PhaETV{Zl{C2!`8R15XeL*8={FQ1<4F0|=zutq7LZ_RBk23klSo`}F2%p_3$L z)RkDe&AQ*VylK8E9aL22(3oiQZLK+WQHT9VAcowC=)=cDh2>zwFyt*q=Q*tS14H8Q zH5ZbVU;`uD-#!@3mQ~#^g&ZidUNHOk3gYYD@!kYJwYH_+x!dhcp1saqxV&gh;^Fr_ z%`;~9-0+;d??_^dz@w$7r}v<3Tf~O{qZAQ_iI0yj`Vxs4{+I)m9SjEV>SJj`q0r$v z(lR`J{A4R$4Lab(Al`N2AO6(dX@Or&8dKj+cEoeVK zfXiCcy<2evjXfHdW^g>4KW+^Rc*Cd^4{1bsIR*{)os`Y@2nNyv)Tz@+uMV@)>^BMq^uYMbfK)C|2_8i zm;XSd#ftp*`sEi1u=YQ|LXgSUwNT2-uP|0A9Ub>&S@7p1pzB}p<%p66_<5kgscWB| zV0xGej|LqqFK!${M?Wgxi=?%D=k(l&CZKW zjwCoVlJPacR~3==1j+pAx2vYivjmXpUlJOk9=qr+U3a!l%Z(UXr79R3Z$w1UyEl@s zDTE5Et8p?-e8`%emOiX~^R=4Fm$-9znS2@lp{>&=#X-5X4+@Q?JquIP(ju(>b}D8Z zbTtRLIa~Wi!lIT3ZGZm$f*WjO!zA|lH6iucVx1K!IeF|dR6Y_iO_j`^-Q52=9$JPz zxO=&2)Z#KwQPUNBdV1PA^zZ(j*XLMYC0|_h@X2Aew5YrL%@*%Mr9t>v@Xfb27k0=+ z_8NY2uM)=O$(27s(h#(!yj=c68kkC+8rKd5A7c6b2!eqcuHWv(mj8Z_EYJV&tLSSN zW#t#BXlQ*#Jf!1GbuqE*&97xL!kQeF|FBn=OF27x%_>Mo-KQ#-tqi&51FDMCGGk9dzO&81qMSTWKoL; zW{6!wqThh}k#VQI%i~uW8I1+62>mD+Xt|=g9n-br0@XC&r0HBJ;M!?5@N!}+q`+g8 z?RLU7m@s(q>G9tEd{g@8&!4*$2H?q3hn{jBhRXm#rk@$+^6YWF_z>nl8O3}S-;s?2 zF9skt2^7LOcKPpZZ-Z+V;%vq;w&M9Gd-`JtFW}7y3JPWkyP9_8$n83f3@Xs`Yff0> z8VFTCnYwPR$$v? z>>_i;Szu-r3O)W9!E>LbJUcy&$E=zY(c3G%S22CCc|*~wz$(BeX?dN6j5xTut{)bf z+)Vq$CEsLyUDvV#+^nu(tIvgpOU%)~7r?oT#uwECf2-3!Jm`6apiT zp(8;LO+Vkb7{h=z{hArZqgdylp0 z*=6(cRkW3qtl!nMH3v%KL)sUMWwhTB5Qlqa5#$zv!8mZI;lVYt9FwEF>VpsYZ2|WT zLl{cnv{&$Rzb_&k1NDdu!-TNS3KSn#^bKnJ9E0eU6-W74Sn(mY@ZqsX+g9Y!Yi7UHg0g19KSYnFfW%R#3~uX}iYz1g z%3kZ|{x_&)bvw(x=Sc9SHxA&ZOkL}Yz~IkH1oT3`su~wfm~-s4X9O6+ggkB)An|2A zbiJ7P5I&!p4Y<|ha3q z*}wvraC_O5kAfnh@`5;z|J&iiK6oA&#)5aHfa#YNQnqK%*LF{|r`^ zxBGsaX>QBlOCt0KV8Ak{fT}DlUZ^gVD^fhEZBbPG=qF%mV4B1+8)wmDzhq2IsEoNt z9vo0{98g5xQ+w70_|1Q1fO)}(fT#*=v}sV#?P&Fp7&!%n^G#(5)h@h;Pko*?HuOqp zfH~<8e*eZmV=L8QjWDGMla-fN%O5iSA<z7Aj9y=CHw{Q%;TgA%?+w-InxK_i&-L@fL%`lKPB7rW51_z zg>ge3c4&%D7a?hty7QWJFyo!S)-Zxn2XbRBJ?+nia**jSM;Z*zjl=^`%EeA;Fi!99 z5wH!dh3Mnr8I9cJJ5^ntOeiZEurHZ7fQMORQUl}fY@C5}j|vQwAj55B#4gr-JjcggSrgpF_6q? zyQCxxm5fX}<$qR&KjRw$_V8-!n$&S6EoiZox5||GTf_VD*e0Ce6DAk|a6;{gW(Bar zq(Fw&pp@{7EH6DJ+W|xRQQ%y_AcI(H^EGBPTvcZtZJSBQe}+B8nN!nKbcoBUY}7IF zKeNddbdeq1vQ%JN6ZihzRtn)|c%iyMh61;Z+c5vBi}}@*+mP zu%UtQa&JQUy~;dmf~vBqRw9%Y|J%aZ2i;OCN=jr< zp8FsfC=?!if%w(>@35lp-q>#|vaGUFg|v+FwGY-%BGroxYI5>X&x#nO@V3(=oupVS z^OJHNws0cAOU%w9wX8V5Dun2uvVzmhP?SsOys3OQf`ldSm!`J2kQUol*}?wFfh)^g_D4Gj$edyuYw=rvC?e5?Hr*rNZg zkENwjrZF~Y5VEYkwd3j6S)wd+yj+TzaK&KR@bR@HR%OJL|F1cnk5a#YBkD-a96d|`1JW+lQb@;zORFOC8CzHJxOhn98x64bz#*@X8n6@1NqyxKiFPUc%7U zGwLYi9pCX$K%)qLQ){cb-OP@uq16Y(XU!d01h^Os%YGgAk~6kEE``TkXeP{?3aWqo zJ?)*YI;_jkU{3=Ve+h78_Gz`4QYv+E1YAbV933?_+fIyet7+C+@if7UV!{KBE+&Qy zZ^3EYOq$-nEo+7qzgoqynuwHv2y<&Ing*B@re2w|i;Mima??2o9R$5^RhoWGw%1j+ zV>zFe9a(96m%j6cBu2iQpuBw;@V*fFSphE}AIlk-9Q5H*C_sZgI@;P`P}qwq*Ic_c z9f1R>mMBy#Kq!MOuvs4`j)VL;xvb{D*XU^y(n1a_vYs00?Vj zIy!Z3TQb0X#i4{N7G}OwZ{se?(O%sb4duHB%_Ef|Z-)FLHa|7)u?(WsK?#)HX_ye{ znz`T$>FN|pq|oE*oYbbLKSG3H#xV-=oI zn2n!m9%dVidr791lvw(oLj+z*VUB&v=7s4HvIPCl5 z(qbX!2%x4=eAP-Lv`XV_zV?Gt)V*=VKo$Otmf?bA?eDPlh1#+gC9DTWM{$NmiI%sI z@~DB0X}B_9czb)hwHf>QJ^pL_Km;PSdy-vH_&{{&^PwrEydvyX zO`~K!2hvzZx^@k}sLJa7zpdyhlApU2?4mUbw?262q;IHJkp`%N0Q7dY@zyoF9?N8b z{|r)>eaK1x>)L@5nxmTwU`NQt2t67P_E=kG3JP8v**1+*pdZd4P z(c}Neqr(kf#6W0|XlUNP4r0bM|H+qJdUSi>BBr&YRD)gj%+X|_j>AKGV(Y4sv?QJy zNI1zOIRdn!x^1>U`PQC{u+(u3Y!_64bb+1x!}4ce(g|W6=`4`M)?1*E``vo+kxav~shd-46q# z+lov?d>_)54N=*w&3@c8mBX5wGo(jZ`{6U^@bIs{LvXpO62K=5#g%f(Su+zu^t-HF zKDUgB`J+idt%r(3Y5q}$f!^*9Bc{-J&|nfxQn5l({Y^L|UZSh!^^on^bsh_W;F+4ZBV{=2H=6>dFbuf($QPEP?5D@2TYbUX-tt zVL;ZKUHh+AT@S`%$DRlR*%njyS|QmMzrLy?AZhtbKtPe!*whrcu!ayX#*&bbfDxdZ zGO?>@S0MgiIp{Cq?LDY2KPT5m2~3fo&CiJ0S|9CILC?ENDVmH;wzoX~X8HY9t=Q_N z;y6@X!l|N@LxR>on)2>l)P6M674JW+qRs0#p!Iz+kz( zD}UatTX&B3%gOls5YbSRmp6Kw#qjKxAe6}uGYN)KQz*7|!HCg%F?g_&D9hDtrsE7u}$NxOe&;Qidf~g7G^rw_}`Xr3eV|Q_; zm_)Kt@CrFP9JAL2=Exr7p)g-%l)1*ETIVUd>SClUuVDcIH0=C`4|nH^DJOy~DHc85bx3_|TA)c%bhA z_d14d8p9xoW{fZ!1M2b@=(wlov?rA5`YI^H1%Y!6BL=6?Sr1u(3206mt&VAJA|^i5 z-jz(yoef7?N#z^lMEM7!56MpVa!ymMZ z@RfFTc}0=Sa)h^!F22e(dMHRLW2^8$d}=K)fO%`p2bs>80ixtLGOU+eBbb&bEKs%He0R;BE0@1^qLx#6SkI z6m5$C-NH-p{p4v_Pq#vu0$8}cU2N>0!7;03l&!8Ir7ppY`4T>bG!($j$($0;*RG-% znxVIr|E%z2(i8st%gb;Y7K-jaomQ*QBY6II)s{`1rrL$!Da(oo4c5cY5xZnl1E~zZ}UClvh`7^Zf)d z%qo@vPYYnDr>75J@6ZY<$VEp4%)~}d=lyAOc9!xyT%+VO}9aBv_Q!y=KSSpQeA1*Rpw!GA($s?3Hd5`v`}CEbm$|SZgU&zHfM<< z^%`%DCF7LzQ#rYbjqOK7x8F`m>Q5}Rzev8Y5ZW;NkUM#LdJbx(RS7xxwbzU4yhr_@ z_=R;NIG}FoE%^s&I-gUlsjq6HoFcZ*jiy6+>#sY!6;nPkvOP7mw;y*#4e<6|_CiM|@8kpVV=Yf4s&?VELdMTCxglGbTts&TQ<9AbjX9j8@6a|IJyg^`0kcO<0@ffw<7Hy$B$+Wi>TP1vwP&d)22Yil`+p zH?{}1R&mIBB=k%oeSrl;Gj>+bm)=&^_7PKatHUwMF>>|^ z%6cCe>Dt?4eYq?>RmPnG^Uky}>)uhBn9#E-Zoiijz~N@WdyhqiR~70<&7h2vm5T^9 zcXa%NiW*M8ID@|+FS`9u`bmKRi(Hi6_*-af|LIjO5KG8j0IvgyM@$wk$)@WbPo2-* zdE|0O=vZi0d~@qj#o90P`o~Yet%M9mvXa2Us-;ZOSIG6Hv?9Ul32QAyf?SFG)=kDw zoU~)jh*4#m1Pmji?$S!I)GP;0ZU{Ai5GIY3kVHY{(R6eY*lNS1RzD72PRi^uhU+OaYY4|EQUCafFJ7z%{0F&MWH!l| z&m~fkamyBh%6@oTl`#)+pP+2cc>hH#lNonQf`O(a(0=~Zrx`k<8OgMuB4nrIxRnRH zzZiA^v0DVLP1S%xmu~}*1~s`eEHTrUI0J2)HqF|p{WcK-pP!%14)AGm3F=>~-ypOq zWo)fCpuO|<-lnR0dB>mqo;e0F$>}9J<0#?FKnD7IO9GAn>o$;dETaB6vXYpiplx|g z$Vkf1$SHV1V!9!~S63Pn6nGY}5r?T6dK}&+2s-qls(yc&LgLb(w2Km&K%vF*#kN6; z7Lp84Tja4aUoQ+MggdTxRB|83u!7#Xy$X(IDLzx5=QW=>+L2Ld^Ocj{XqZB5ur1mj z#*cr#s&TiTAa9KXF^(*Dqtm?CL%gMmpZlB&AwmfX3YwRYUHThas}M;E1=6xKNgb4T zjzzk9efyWc8cSmpQEOjHfz*dob=1g72L58|t1e(i%J})s&}&a-hXYP}{QbG~PmC}n z&=f{k&7R2HWT#^Wq+5*mD~}xBKShq-wtaHjmDXBu5#B0g5%BR7{LAgWqv*KZjuU-T z-8Q|}U_UsT#0pTz`{ zJ?HcxIy%46$d|-3S%(0y3T!YVfZhG@i~G{!81V2{d`|sdUVX-cZm0sr)R?r3U&%fn z>s5y88aV8hjOU_pm}0SF3V^;LaAXO-I&2;IH_wFBN;M#}A~EdS3<5U&$d z$Wh$cDRHGV+}CMJh63-c?5&7IHk894eQAmqMLtR9h0MWF-uYt%-PQ}d+h-SKA;c}V zo+FTP>5CT#BCP?RiW4NK`9P8(XK8MK+`k7xA{F(apvp*ZhoxCEwJJ&X6L>mgu z8dU8%Jwt1D6)q**@HO+Yte6_wB84HtjcD(Pq+2cUt~NR@!++I2!{*_+J#mBRTNn;q zAL;gmB_rE>C0+n(s643z8z#p~%%9#2bhoG95>{F^Ci`{iDS#%@WSrFd?B8?F{=4ew zydjsyF^<}lWxbbS?1iz2*^E=US?=0U%z8={RmI}1;Kxr(;gyvQ=7 zTd$>KuhWG7w+!X+nVDS>K=0GQbeRe&Ip`%JWb$6Ey_dlpa`)-Dl-LBr-=UkBM z79jF7VTZirVx8v2?HSAN?kHx;F{BLW7X56P&bYbRTlV}hJWjW;-YRI7H-b@?Kr8}g z{w#4q+WnIvm^^d6$iwbG$d)xs=H;bIb9~&_CSv_M`lqL?&#v2GQ#{qZNcRoNVub-E zPDJ!VoKW7Y=C!99Exu~hb4QB%Y*|rLkW32g05bcTm!n8PBL2^8HJRQJ*R%dt-x9YI zqs#G#-raTth;tAr_lvQE4cK@8u*PJ#$9SD}UP#OB{t!-2m!~BZjW2Y#kj6A$b+HHK z8`TuO3~R-#15G0d%X}S~L)a%P$zx0XxV?2C+$%cAo}Y8pH?mdE z3M5c8do4TtpXY9WL>VGS;s<5*z5C|7zt^b~UnB#Qu_}~F3te&kD-Kp_H#bc*8yg)> zmr_8RUUPn^tf6V!#IQi-aOO0^ETQZ~WY;|7pa5CS_^JO|O};-U8l+{`38M ztU&?($UHwIyA6QsGBM2IDO6{V6$=QFlVo~jC@7{8rW`j_cT+DmbKbdoQ|ULdUP)eE z&A(?UC7a%qmGvu=2}|@5u*6*N6RYe`ot^<%MUB}roBz#v`<6OB`^z6jA^{i`nm6&M zPdx^92mv>Vj0`j%VrBP?3-D?^zu<=s;#^RQ-~|OL@~s<%&d8=5J`${G*jd zZqI40K!FQE3JVA4X`D04dhNxkB%rq&1Rta(g=+fG4ud2g6J{} z8LC`sVjL5i6;=p}_{eCb?45680Htt&cAZ60RBq60JT*Vw+)jR)uOUI-{kNu`_6Eq4 z64AAT{}$6=WR5WbuwZ|lsAvBecem4h8Of@CK z@9FM48k6pdlUIx?DaKoCDJSw^w=YPD(K0Rsj2CvrdsQL`a<`x&tT&|~7?q}oRLnzn zV?edljp~&oZ;SPr`?nCn?2aMAPE)Q#S)#Aji0M^EEwOc0L$NIReli_b^G2|)E>oa- zYk-A?wdgO2ls-dekfd1env@+JT6$PiC*}f+lhw<7j7!pLe(xt)y#Pk-*OXe_3f-hD zSivU60E6T}xdT|p1L^2cit`RU9{(&v(%%m41Yz-$p0Jz9H7OPY+>yPB!F$}kGucZC zr@02Z7Lp%_L1yFYDz8t9f9UXqjRK|sYiViS`mhoa0K|i8{RZ2Fs(pS9wxF+FRLuSz zRh$jD)7CX4SeP@b;vRG{;x4ez-(hI6G=7XLwzRA+J(n>2q*$PPU_EX{s5$+6G~!RX zwo*MncxF-!QYz{rzyKA&-J)tzF-MTPZ)?5ZQ!vee1eV$pzZv3nGNhu4kTPt_{q+8atJ z3?yuQ`{oj-isXK)Q4`z9X>K1qD1__+pI(c_-?&)g#(r8)8>UXtroa58*-1ipHO+|m zHa}$jpNQ~!mdW%-m+9o1Ei?A&6m)GIDltY76e#&CtaV!sVDj2cQjYCcnszS#35SL$ z{Z_K;knm__`GmW@xYKXSp~<9>Gn9apWi8ri94X@}f7bIBNti*5dSNgN z&HGXoHfmt^2}KUV!^4B;{oK<7DpfCVxyy@<#RO<7yzh#CkdT4?UVS#b?00dq`uv6E z={sG7cdwv9vt%`1Po=@vxW*;6?Tle3uN@bs9w#p&$zY2356&%xIA@kPPcP!m`Cb;G z@?QwI;wtb+QhpT2qD^qLQH*&rfEgTqk4GN7%ShA+Bir8s!K1dxofmL>K(@R zCI7&1A=Kd)+VG6Etc-QucV%DNNWE)mvyk21|3WBWP2gpHd6SR(OB;U?zuPg)-;W@N z-!8HBsQTOY7TKbYS-e)LsSYClfLjQcY0fkCWMw9K?Y^~QY<&Yju$^P_9k2ZN9BosI2}C27m*1Ve&wl9K zHxy;M+PnAVjG-i^i~l`BOia8z!csuw+WpuJKxKHTEb1>GA0M0Zr=%kJlAYe!9iv&4 zXA_y23=RyGn?_|vINDV{3pwFTiOg{Nh+r6SDCCw6sLenXBBc&Tl{k?b~=D#A5T%hu?YGh&k3| zjk0}h!RvM$L1vdhzZhmnf&w@)oWKG1Hgub)xnn-*0*#1C`Mk{RhL=EV?55=yjG zjI~SrHbwt&Vl#Y=m=Zsio;k7rc;ysa@YI75Rs4ZeU2QGjkYs13W7+k#gT$9eqGxqH%)UR5vxzsK7{} z*19NGgq_Vg2YN-Qb_ii>Gk61zOmouNS&Wc;-9WZCmGmZ`5g{aHZEJVR`T=ANI*bbW zhhUsy{anz~`XjSlkB9IDKBZ~4h$Nd(YRNCv+|a{!R?JJW#8P&4ht~7fig~&i1ug42 z;s^q3jDL*XzGIQIG|~~ODIZR-C_GlT#U;dsOR#_bOr&f+6ny0D*l_x<`5wFf(8!C2 zwclc@>Y|NpZf@(Mq)_f`*#3aCu0io5*!oG)x=7-Za^2tYaQ&leU|*TD<<*n&U(S#n z`Fo7=y?a_8{4q^SWmnXZv=k7ue{H=WPWoGhTbrzKQ zs$EY75}%(qbDOXfh%2Ap?csz(oOE*Jdumnk-4X!fS(ob8uu2uOHl%QTKOaac)$P`2 z$NfNo?(rQ;C^iO>Ct)P9Tm>*+=lYBBYbo6sNkYC_Bw>mw(Sm-?8Elvt8J+JfrcUS` zFP;`RIfgAYB=o-5K@q@S9?w2N*hJkvEck~YVE$L{qv}w5deYWXFnCTt-WoF72XMszpd0EaF}rgEt*0 zDbVrc|Fiw|6>0VaKglGf=9B*@kwT!xL3`rhpuGJrjg~y<_q_8vSsNIs7H>leWBU)F z-kykKPelcZGq+z`Ll^&xHy$7W3fn3uU4!C+!TmvMWO3SIv#@NQpu{Xa^t} zOOQH)zaN_0Q*9!nqJCGPXa<)FrXXxgc~+p+nCk#TcPaJbGp%w8Bc-?>-fMtACAv_L zRWN1e_!bJy>-!&cguIe#9y3%;@w>R9k{>>rd^`6if)c0IR(!yB4Zf=B_~2O6`7+bg zpY4B$B*espV8iFX@Z9n5iMMnU5S%M@$O{|xlE%f%<JyYY}@ykLE2* zg8VZbP-?v`x+k|K+2&vZd%-*&R>7b`Tq*M%d4NS=lQxy?v{nqi10Ye822TWP5TQ8E zSN0||DAf9#7_#;$PG+N;g0;y-{>mcjFWjIN&MjEA;3*QCql8Xk5V|cb*{uY(%>gXQ zxTl*CcmIIb%UZ|xuN1$x7#YGFIB2KtGOsagVz*Hnrv}aSwdlx&`S)RyO<@SLNM|b} zgFTATFulq^LKch`BAFP?S65eC8wMFRl}0T%4R%v%Ia+YW=SZV=j=%(I9M7vx+W?L@ z%*H2;;cF}^j2j@DD+*e<)ap{y4?FkXF^b>L%> z1|Wc*7u=*b6QNN^Zqj5=CxWB~96O+KS(nKeMn&jDt0f{Q#KDS>Gr_dYbZr`jSd}3U zl&m^YIY}{eWk!6}<2c5)Ov8uc>dDfwh~%X0>{t@1CB%M=oj;!KcTjh{&kA`MO1{UD zmO~1(S6~>VjUeOU)0g=;jT5$#{3sgps5XFX2>a7RNzBffBScUFTz&=z4?0r33>eM+ z(mtAo;>91N}n8fSoL{9C;jm?%-SIav)pA0{hzvC!P+lgzN zJ496PiMyPRHbmw@Gtr0QfC#z}HVZud9ilQ%6QrYEmuWcEH9RFwSkV1%RtL8Cnwa@O z?75W-DI{?B)zV0dzV+$lnA!4U!uRoP4qF`gpdg9U?&qfn2~?m6Po2bKbCMcZYxoU= z$6pr*dkU32iD9d#&}{$qide1}pvI=|6cZ#90%((xa`~0-LomZeN%iFI?;9iP!Lysb zUmisO^%W?>K81yq4e5|J*raVOXcD1RIXkoEX0m@&6kw2t5Zwk!Qi`~N0NxK84rR{{ z5ES`tHFN~q(LPI!_b*%X*9UCMqw_t0g0prOa3f{(yMsF~LNYg>vj7Z}c{ZiN;41O< zkwHtHJ{3&JH~_2RelS*@tqr(w2|RH$i>q-ehZCnLiBJsfSo|40Bwe~6eHvT7iLd8Jopof-K#Io{VI*N!$wM|7P`sRCrbIm`+eUdUudDS<&?_(Y6gN?M#jt4kmpAczw=FaCpH=Nb@#+W3Dm8iMg$SiW(H-G zEa<@R-)~B)1ZZCDNaLW3O1Ke1*FY7(Oeuko*Iw1XBH%h zcrJspT)!1bQmZ{Xdioq%mIqWI?D#L`o#14WRezp(j$(k%v+ee7nM4p^NM$n`RqH?q zi360a#S{B&%AAmo`?Q^D+;o6c1sJ%{AZ=Vvhd3AD3sS5r zdf_YkR4(oqrdMz;#1+q#89P?+Qd$piJiKH>-sA_JqPj7TUB?If{>+gi1y&ohHe@GD z#;8hRw7C283t(hB821!97>;gzTHMtyn9AfE>YsEUi)oAf^Qs2)N{{)>q7D1${6i#5 zQ6c_`eyE+B7~<_~>r8WC^+X(xbX)hQ_McxsFzSFxVWA9@^sK;`7^_csy!MbKXX3cN z>ZFo2s(^M8NoU!2Qt?FE;E$?tj z-Nm;Ly7|;PDDzdyHwG^K!GCwlU7SUy2IfFF86mIgVI38VEx| zn_gYbyTYObsNFz4*=ezs?vyw9mAblT1Mkt0WO1b=&qD~h`TLhOu3UB+rww&b`B$jy zyQ~)*O$jfu@2CuPbbtbW5s)1m#nuARf9rdsd#3;}h%Vw+q19YHmKY_-9rn&AvYwux z*%GcmXl{f5a+*p+gpOS`77Ff6v0jS~u!T5Bu@`_sFhz@SDac z)W3&f<yQw;NON7Te-(-=??2QB9e70`_1UfKu}4pSl$$V8AN8aKTo{!&CJ zN^}H-1pbPcU*-ukquo-VvI^xhQAnJHBRQNxON2;AD&f!q0%{8E&9+r(Uj1AFJU`|^ z?;IUx#mVu1ksp#pH4-k z#M-!eH|cp#xQ9C!KWO6xH|S>LO<>;{T22m(dI3}k;t`%`9|LLlaNzf?r_89Hi{#9`WjJFDLl|9BM%+zxE8_s8QV2d|LqrT)Emsgx1{ zz;cMDHJN96^k_h;D_6%(Q84Kj1iNzACryCYJBK;mBE;`wKXCca&|?2aVM{)9qC=%5Foy;!n4PDkk9nxq+vMSPr3-6FNC~64pukD-P5SI+pgTuhLQA-KYV7 zjtNsD;~g8c)0|0p>(>a&gn>#feJnnDNwE z!e4I{Is$PhE;_d+8{Jj3Zn>HzJRH9SZ2DnfnYCb?ZS=P$k(KBdk${`1 z=idWw*&f581zV}HjEa?N%G%$viZxO7D--^3LV}g}VlBsSW5yg+>xeEfK}WMrW{!@p z$}1|ek=1r-fy$%>y!YK3B(r-%|EacpYOCg?U%R=Ckp==F+|MggAWlwBEKR5q5wH(? zES=N1_dcq(qiis%y!~UI@|{ECZHT)}XqYI3&8qN!`ed3dZ``=g=WVyjX8$Zt5)#gV zM2$;3=EiUroq@Hv0-dt3Fjv!V2ZksQ4AGrTa#qj4--<}UB zQr_OT&Cd(n@_pPPWcl?R2=*vE6jH<>;!v}cX;ww_-~J*zcFDr@b{16W1fKyOy}$pa z&o@tMl`^>Wz+mf{)cmk#xN_G;-)!Xyp;nfjs!{l z4fcUp2S^+w7VTRVhMx!igNcyDSkzLCq$4O8xIvg++kyR<$)V1 ztHU`FfL8r8xTgC_jH~;>1FjXy67^&@G%~uJV;tHcvScULZDXs)dYFAfMr?m`%=;n5 zt^kFr4SBJX0w_p4iPSssN{C)>w&RFjY5$D-3VMm-8Y6?JvjBPR%^pq!Bgkx_P7k`j z2B@ZuEiJ|6<(P23@Zr&s``-gdrJ1V=7bQ9QcfkeYa6tb=p7iEPWZiEEd(~&f8Q>`M zk@K;QYJ3OO6Tpw3Ph$0vy^~YK(9RYbr)Z*%OKdfg*+0!c+b(q(oDB!6BR-?7d{I_`WXyG&$+30L4*80Y@?&_VP3ST}T=JZsH|JrsHb@lfg0a$*V(lFZ zRyzGJ=20iWPujn_g4PoQp#KbA1jh@Dzh6pPyuC_9{Ag*xKt+NC;6*Gi%jeTvbkNf7 zW=$o?JeUwBHv#n@qlL4^?(#~*Cd?E@rnT#n6_Tqw*=U@tWyhKUAjJddeFbv*HriQ~ zl$2Pmz2-a>I|gjJOnUzlw~-OU-1zvCQ@^si%^S2Svek+EIal!tiq=OnX?pTc&)Ha? z`gnoRa1kda1`+e9sHW-3=fiJxvJB7@hwpw&LJZ)D1BXG1SHb1fn>P<*vqK)ukiBQrwA86ra!=+>4VBG)<_w#?Ee{31@9cE4Tx~-0E6~Z9V+bf$mQs*<#-8 zTpj1%OLDV4Jr1Vne$LNt!%5>AoJQLoJn!DUJ73v&dI>20&^K;=D06Rpc)`_^#->&O zFvmBfR1Ln)W@GwYlENB$K?wr*DuD}WiIg!@^MWtxu;Owh&|Aa;<@ot=ay^f*1GNtKrRF70d_T7ZP4SSUdlKyL5@^YE3-eiA-CZGgb`L& zR))uKJC5hLP_268eayUr2YEVPb@;SGj;?=3le*6iq9Yn;ee-o9H-Tz`rJpg+i0S)S zJqM#A=5wy%A$ZapC?q!lWOqj)vDYv_BNuN`aqsBp+@bGUGs9`+?gpqX0k|tdhK@BB z(PRPtj+bSO@A`Nt{2hM{Q|TloK5-O4f!0%JhE)z^Nb)Y+DtfI66S^_5#ZJi7?>QAB zqb21@+yLBr`s;65)kj&ceXAj|zz1WmJSM@~DgY}NmZvzgggz6V|{GyWrT53{*P#cW9XuYoMax z+&+VJpa?IjPBvRWiF*O3Z75~xc*KjYvBH{_e0_!YCO=UKVwHdnWXBK3;0iR-Yd{h^ zV{b@)1*uQAC);oHEcVw00$82Hokx}&0gzpi;%JVqXK2R=g0+eM8|kHDg-_KflwKsFA0%}E~(9Vca|$o}4U`3WFrk(*auGK}#B zO48`jvv|+~6bnc%Al7p-czA3FI9-IV!PYN-B&A)eSk#aJ*LZS9who#4|8e8Cycs19 zZUICO zGWlM-2VnnDQO%21=sF@fFQ?h$JF4SqgCuFYOh;#m@xNX5r~hm@^roY?`%e@$b3l;G z_|1i?)>7^v*t7z+$M zHGI@z6rA`SSR%mWj7tG$DDyQf>u)|ag=z8)+!~ z^3wFPRRkyFu8#VCxjv?+w>r$gT1^0yES-T|84QANmO9|J)GUO?rL;P4E1UP$FTXkpWr%pC7&i5i3`q8#M+s)G4ZM(lj38e_H^rBp^LAB+=dfRLP;9>wMfUB}_~{TD=2EWEsN-@Q<3x?bagl1PckhEV3IoqWU`1ZHLPfAXGjj z%2Ixt3u6T&ZXTp?srP#SZf#Vg3`%7Mfuc?r)oc0D{ZYOSNgDB>po5bWIUOD1a3cC> zxV-f}VQL>a^O#(D1%c5{NNa$?$x%3v4@IEjL)Za*0<0ru!~)x>rTT3{*ng_`)TK^Y za3Y|BgZ>$$k0!3FlK+$rtBuX0)Dp^sR>JN4XY>f3GTpA7g`&I&Jv^ir8jQ~aTu?sI zP}&3&4E*0j?j9j+73X*Ho1g7FOnY|RHI|I&mE;MSO!=2j`DVb{emS;3Rby0MK!~g| z+}Qfj0D9<`FK8|;xeZ}ZkMaNDBXFAV=e%!+H}_i}Z5n!dXqjUuA-xqp@$q}$gDcba z)DwiKQb>QdSd|yNs}aE3jBqo%TG~B|2>R;G3cw>ZEs$~$;%KTEBSFhV06-o5{@34C z9RM#ol>oLiAo8J3LaXOcKza4w8{i)D{TDz$UUdm5&}GFzt*Cg(vH({OI;vYwM_se< zB59~kFccaa4;BM&;!m(CFbU{qqFqXnv^!P}Xk1Q20yz_5Z+;aDp#A1#rLsl~FF;&xM5{3kDdL8=#?v zQCb=V!M5RFVPFl2B&2$7W0G@TCF|=Jus*{-Kk(-s0iI^@2mgDlY?IMu1mJ!8SRk!) zBM==gW|cCdDJ%z`r!iClQ%j4<&p)6=0m;x=-R*DrzrxahVn)lp0fUoQU1*s}P+}2z zNFvKv;qA(4>h$dMe<19+U0QcpRR_aa_w?-Os{HagtEU95djXxHLsnQf+B)e{;W6^u z@My4ZpaOIMk4{Kdf=5gSKWnd4k;uvA|7dwr**jrnve3~h#ln4@PQ9W482lB$wO}3F zjO71`LxDG|!RTO4M2s4uK+T1#^RMRHl!yh>0M5fYK>0W(a)o z0Y34^1xF$u?EfR4hS7$NcHXSV0g6cB(leI^ly3HTsCSzgaz|2W)-8Ej_kU;9>cM|f0eM>Pd6jF>3ko5pVc!NQv~r*_ zM+H0p2;^+c%|Sq&06_S@xC6gK66;G#F|Vpy5dm5V_Qw8&Uv0>9aL3JhK*o?bFeRWO z2@|4+sw=WO}1(Yi2xzW0DZ8iNfSV!WC36 zfBCK>*RoXaB7~s5nz1p(uHvNF4R$xhNG9Sv8ZIe{Zm^IXiwrUdM{{~7qj8Jdt5=pL zqd_=I+6*^WD{e&(q6YyCJuj~oFc{IGvL2*bTkv2iXI_~;9Sj%HINL zFozUE0DY8n$lPgF(83YmH`bFB8{0A_N;tul@^`IgP~|R+Vp|~FdE@meR#YMObo>EE8ilC=YoD2{@S9y({Su= z@9E)-U$2d~hoL|`@7^uVl$n{C$OyojK(`<-P()bgP;Jgm5#dy1rzQ27#=Sr7hm?!o z4!owV5_y?9FKoF9-8R3W2s3o z?vJc(6M6Wp5|GXNGpdC~VuTxgSrJv}WLu2lPGobKX*oO_H-6{I`~E;%&)+k}XdA#n z$TdA~FTW#fCH(v2r||g3*N-0zZWXpVc5%49&sDo9?B68Gqp}R~(PN^ubj+jc~#5bQ&Al>V`)AnNCyeZT4{MA^e_mm;PzJ zHIHm>LQxTobQF0p`@uFLVJ2^LG}cNDS?6?@d8}L$l0;IiRb_4lrR8kL@*NsBxu=B! zg!5$P_vaze{G-7Za?#Q%brq`7@Ns)tw#OFuyCY;AvRa|Pp|4_Nhc?mTA?XO`k3*Rs1Fmf%Y=rAJIEW2ZCetsQm`miJ?6WVtZ z6B9pPI+}OwhykA!+vtpoyF1@41@pSWL0Kp<9A}ThflB}CRBqV|cPT>2vs5i!!t%%DY-t>kD~kv?=^>xTv=`VV4`FI99SS&E=J2!A zHr<3GP}cHHE@(a)BZLmdz*IcEx(P}_u5(i$vxl)OL9m&PoW6>w7Tw9gal*<03mvAY z-rQis{5f&JASGU}9HFCYSQ&xR)zF`>8~^PDXBt%d{AfjfbKKKrxA$$taOZ|8F3hIH zxn{z0I22;uUfu+Dxx(=CHP zSTn%g1OEkl54X#~hnZ~;Y$qG%kDKU=W0s+7FeH}lK<(1(07Zg85(Zw-VQ=qU%dF7l zb(pq+0U5D-7^nkHPFfP#;L=XJyDOgi4mO}&>E}adU+3F`0%+`s&p@@WA8mnCA%yhV zY87lPuQ$cK&>@0GjQw8X%e1{IdpwR3Z|nHG+BL$}a;zUzQZJ(RQSlj*SHUf~6;kDN zi!LTCPOVl!S5i=ING7Z?qY%wGryFw_rpa*|y3rrs0jeef0w$W3GA!gn zXI{#IfOAbt=(BBXY@Ak>mmt08!3+X-07SW99@k(xJ39y0;pTYygJ&JngFn5&gu!se zdc^nP_jR_lvAIK|$z`~TAPiMg^UMes{Gm_pd>TKzF3|KJHG{Db=)CY?#MMsnVV;hr zdHS{+N}Qe=YH;`VHUvpLw5me@?4*fB04>a=!t7UFT~{?-o;$%?=D5#ymm*dQqG34)cy4W zQ-{l%1zQQD`~jRuEF484UrrgzAW0-SKxJN9%s#1XvCJHHWJJbGoVcvj=%1{US;6Km zo-M+%)a)(EO6ogiVqsn9L23GhC6=i5qm|W_*9FH)uAjR4r%PHqSVbeZJmBr_GtQL% zh#sTH!qH+tr723@ggEiIn({ny1)W#_C5=PzXk3OTG?1^$ zuLsyf;M~E?ih3BJjYO>*hz%8xr67H<&Z>hcpG_er`L3*!CSq9W{(|TQgvI)7+6rh`i zrW$1$OKX-UxCiw@yD~$UFF{1Jq2Smr&k-%zV_u%{XY(_Brz|vj=)lzUTK7;r9f?Xl~RzTS0T#%7lQLz;)=+lv# zrZf(#tmG5ab{QpEORC6HEq*vwQ}@oNCO%sFG9SW-O?JF}OO{#YMiUpO8mB%stGo0* z_2Uxt=3vm7|K0J!+5PIF^QL~#wI+Wl=GH(A_>7|e`F*x?6IE#laAAxEyP}gyY7p_s zJ?fl?6ttnxzND`7(sJR;)ZNB#`$YLf8*KN3C6o7hc8NZ;z0Uw@ml&oV79NQ;KzObp zh#Q6By9i89%dAYvz_2}=t!lShiV0R2`%|d{iYSMgRDKaPO;!^#;P&n)fk^J5Q*C%8 zWxQMsB3d=b0_tX~;J>2LXa;(-z5Y?|&YOd5jLNQD;ept2cq}*TIsB8JCBj%u(bFOR zYf`%VNLjGmsOAn^Bvzca1F?eK(*2C)_O%i!hZ`v_ll@hzfRou5#n({bKO-Z<(97Oq zGhk4{xC>tJvbNt4zH=VRt^!u}_AjP&3IR3J?HK6Tsk4U2xj7FO*X`F#{jCBLYV`nL ziMI^>+|l#M!+H*8-R4^Xyg@k-hmn*g0i^KbEuuT2=9}6I-H=p zniZi`A?!x0`p!iu7{@;h*phI06O&TtkuYu;OV_TGA%!I+B{}bZW5v#_IT9@>Rfk#` zQ34VmE2uuQE4RJq59rDXb`CYtNh9XIY4T92TV`!uZsrO0C{@(4dn&b+^etpJvIm#O zEVJ+4;x9G>29 zoz?(cxqR~5%GIj6j(4ebkA7&*SH*XkWO;`KmU<$}0?4%EU$&_?pxcoM`!j`#;`#Yk zC$kO)A4rhFCCm|P5fnx1d_or-7T+7=>Ht+jnC?>XoQ)nS3Po?_~vhC-nO&T|VDJ!& zsTWYMlnn=2inF}r3?Ks;tjCWYQG>PUCLMbi7b_af_xH(LWa>%IYPV)R*6|;Wso<2W zkaR`)VyKzn05<0tMF_MrJ5rONISe|tm2LaS zSr9--0Dea#PC{KAqM)3f@_+*ErI`-HprD|sEg!IHIkEZq%6_kHkF7WFsMnpW6zMku z%Lbes(77nr-?BWY)E~0o-QLzFt6-U_3dq2?zCDd)aK`E(1FNrD92R92X}BmVZv!>zRZcwZL0D=;qcd16wBsx5yB3t_|l!mg3hG z&F>2xE1qa?ypXcX;Rzom$w3}m4n^-{4DgIZ;f@gVAN^H0=o4G%;;n5;?Ll6^u3-ct zRE{5ncw{B(oR|(voFj>;LWt#0@xXiCsq;_nfzDGyg9JepZ9#+u(y^*o?yeLkjX21n3fue@*m|QHFsK@J%r$ Mh8FlD1E=tR0JWUzDF6Tf literal 0 HcmV?d00001