From 9b70ab1a1b81b54cb33bb87a94dc61fd03d2ea9e Mon Sep 17 00:00:00 2001 From: rezayaghobi-dev Date: Sat, 11 Jul 2026 22:23:36 +0330 Subject: [PATCH] Add concept reference guides (PDF) for each project --- .../classification_guide.pdf | 231 ++++++++++++++++++ housing-price-regression/housing_ml_guide.pdf | 225 +++++++++++++++++ linear-models/linear_models_guide.pdf | 231 ++++++++++++++++++ 3 files changed, 687 insertions(+) create mode 100644 classification-project/classification_guide.pdf create mode 100644 housing-price-regression/housing_ml_guide.pdf create mode 100644 linear-models/linear_models_guide.pdf diff --git a/classification-project/classification_guide.pdf b/classification-project/classification_guide.pdf new file mode 100644 index 0000000..67f86fe --- /dev/null +++ b/classification-project/classification_guide.pdf @@ -0,0 +1,231 @@ +%PDF-1.4 +%東京 ReportLab Generated PDF document (opensource) +1 0 obj +<< +/F1 2 0 R /F2 3 0 R /F3 5 0 R /F4 6 0 R /F5 8 0 R /F6 10 0 R +>> +endobj +2 0 obj +<< +/BaseFont /Helvetica /Encoding /WinAnsiEncoding /Name /F1 /Subtype /Type1 /Type /Font +>> +endobj +3 0 obj +<< +/BaseFont /Helvetica-Bold /Encoding /WinAnsiEncoding /Name /F2 /Subtype /Type1 /Type /Font +>> +endobj +4 0 obj +<< +/Contents 19 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 18 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +5 0 obj +<< +/BaseFont /Helvetica-Oblique /Encoding /WinAnsiEncoding /Name /F3 /Subtype /Type1 /Type /Font +>> +endobj +6 0 obj +<< +/BaseFont /Courier /Encoding /WinAnsiEncoding /Name /F4 /Subtype /Type1 /Type /Font +>> +endobj +7 0 obj +<< +/Contents 20 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 18 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +8 0 obj +<< +/BaseFont /ZapfDingbats /Name /F5 /Subtype /Type1 /Type /Font +>> +endobj +9 0 obj +<< +/Contents 21 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 18 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +10 0 obj +<< +/BaseFont /Symbol /Name /F6 /Subtype /Type1 /Type /Font +>> +endobj +11 0 obj +<< +/Contents 22 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 18 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +12 0 obj +<< +/Contents 23 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 18 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +13 0 obj +<< +/Contents 24 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 18 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +14 0 obj +<< +/Contents 25 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 18 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +15 0 obj +<< +/Contents 26 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 18 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +16 0 obj +<< +/PageMode /UseNone /Pages 18 0 R /Type /Catalog +>> +endobj +17 0 obj +<< +/Author (Claude) /CreationDate (D:20260622095847+00'00') /Creator (\(unspecified\)) /Keywords () /ModDate (D:20260622095847+00'00') /Producer (ReportLab PDF Library - \(opensource\)) + /Subject (\(unspecified\)) /Title (MNIST Classification Guide) /Trapped /False +>> +endobj +18 0 obj +<< +/Count 8 /Kids [ 4 0 R 7 0 R 9 0 R 11 0 R 12 0 R 13 0 R 14 0 R 15 0 R ] /Type /Pages +>> +endobj +19 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 1355 +>> +stream +Gat=*gN)"=&:N^lqJ"-BJjD2]Mj29?i8%,efKf6]<@K(#Nj?5-?,5=#hj+DV3$9hB)*F@Z53I%^[$lSt+'O-*+i&j:N2I@e0G-QEnoiT"D:CI!*0g`h@(dKZOA@Od#i\\Ve1JF*bu:pn-C!MK]]V*Gkr>i;e7%:sNMSd,k!@oS&Q#%=B>0Ig+[L=Nne;0k[+4YrjD`dZsen4Un2$dJ0>*MTr.$&]@C0OVQ_@2ah18gWFi(AeIMDSFp+4^YuME736Cq6#qWEV(V0I_t(bN4QHRrn%fh0VH'fciH$3?tp$2b]\al!DTMLD:k/jJOj3PaH&"`Q=6HkjJ9-#G>n8=-?8,3FdBnHf'C_c^X7"eqjq[BG!HNl<6![?iBq5DEl9J-_RVFT%7F/UHQ,OW7?W7&-DLpDY_eNikaN*3j/toscEfu3a'Gh.nVs9S)?m#dWf`b;C-3F'WZ&!_0jpfo40Vq/3GI350%jk(>9QF\Edl_[*Kilq)d7A4\ogaVepA+HGg7;'E>q"tW"Q24cPfV`\/gAY!ck&*iNVjTe5FnB2D/<^jX!S@2Gsk*1%Z;?FJ=Ek"F08@S_I9;W)g57PNn'5Q*=fBK^cMsL6\'=KfcH^l;.[2o:bVNgWu2l]rrXRrMRr~>endstream +endobj +20 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2682 +>> +stream +Gb!#\CN%tM&cM-)0lTuh^9AJ-h[EmtjQ2<,pYI+!RbOPdN4$$U)"F;]PSJW2Dss*"P*0Y'P)Oc:N7];a4#8sZ1M9aMN?=jD%l9rhIH;n<.)i7.kRmaBC_<6.0Je=aLP2iW`%7SegYO9f/6DHrPuX*.PG,(A,,\XF0BO)#s%<6^=OAMoI+,hpD4WTL:24u#h7^VoO)r:+d;EU(n[>W\mS=SJZC3p2mtoU<()pGd6p!8L>gBA5:Mue50K$5<&JnPOtf7?*&'GjGK6p4aeN#F]XnbaWnBo62Nq!f5r()%kaHp)^')RpqA.S"jO>(jm&$*jT+AJgMpbNp_uVP'=OAmn"jW9m+='9Ai['1@,C,-PFg(G!]\&%rFP[\9@S?(b7@(&Z3*#'KT=dG0>?Rp^aT4$0$^>%e-i)i-P?spH_tSEW=Q?\V9p[,\_aQ#0/!;>k$*$&h!^QX-Ys8.0+b*;`#pn"$W>pEI@-5.dVIb#Kn>FG8:L(AS)i#S54Emq=C"=j%i^s,);5cRb]82S_f+s<9ai-]-jBR+&cPaBs=K3##6V2Ffif$J%\+t%Pe@%%Ln^SHopgmjcXN^"?"0lT;`Zk+dSQo\91/GGuY%@.?h6@B'P[:Ot(G:S53G5\Y6K(FtZd^%jAM1k5-lB:J*E4panskXl:*d@YAtI,K02MklpL+dWGKW#>Bp0Psn\YI?A5!1:*eu*^8`Y?Hqg#nM@'**1/J:prCXHN"2AV?Pc6h1CP#>-BoD]C9!#pT+?u>Qn,Z4f`qPiY[esmg*"FVli9+h3P9&5:-H[?+`$-u]W)>LXcU_")f/h6P;K,C-tY`.RcjQ9fA35N7OA[@M6&W1Hd]JrC@c1I',s/C:8^Ulk&8sZ8'@1I#Z@rYYJ?!4F5QR%'%?>4C!PgVt$Uokr@KuJ',:6.:h:(l)"a9g]o&piA@(32ahen=YEB-*(P;s29E'>V$LTP_ds7r](b74Rc4/[7og!uJWHM<,nH-/j:NRMlW\2O`5[hFhk$YE2GOSZs%)GV+EX?nP0ZeXhnE+'@B-n.0H[L"X_P.>N(\uRBN>m\pu/p14Ag*LS@:lICaCCK72(4C`1OKqdUl\T*:Yo/D%^8&Rg!P)eqd;:jC[o@G7\E=bj,%2J3gZSF1n]/**$F/iAk6T\CF5r*1H)@U#cZFDD9$Nk!-Sn3(Y@)9YD:'HhLaA'\olac!ScD./^+T'e!UhJekb;dig='Q>1^u[$XA$o!&t3O=e@*cR+tpd0,fTlfTB!5u5da2*8mLiG*G6tki1+^+dd/0`OS@bTjb&21gHG+gLA,5?6Gj_$mj.KIJ7R6*#+V^rF?6V^QLDUfueaC]5GXL0!)jC9-f%Rgk[!m-V0-RaNgIgILa`(1I51eB2Nej/$7jI/B6X.1Ain>7AR_@$[^`fKi57m':`n[7.hO,jju,XSi_%P)G_ul#G?5c`.QU/ffG^"Da0=%bd_@IaD"/VDZ+-oNK5II$*6;Hot=tSL72tmD"O4_>^86V*g00ji%j;D/"gh)V^H]JNWqs`o"@2nUj@'=8-1ur:Ob%N\Si8\tO,u)]F7?$'N#YBcfBU:?3>6l&1r&U%rNe)`mjendstream +endobj +21 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2397 +>> +stream +Gb!#]D/\/e&H88.EQEpcku*eBhP^LpYVjPL@8#)#=>:p`_:Z,s7[?/.Y*XXQj,7HiOW<$p[_Zf#MA1?KHg[K;$O),(Wddd0!'cJ%jV7sA?p"PV3?F-/L!0#.T-r-koU+[f.#9#<,KC6"`V9#3qW.73'N_gdplmb^%2can5qZU>r.O8SE(P0Xd>+qr7tffi9q-(J>#H0V9>*WuI=F)qZ_I6m<@"2<\X^['ndNNF@/O9sr#S)Wh'jS/bC+iX+n&;8G5F6l@3otCEtP67?%'dI/*L?+gB?`-*T5':#I6[W"#i"f7SC<[%EQY0s9_D:T8-2U0al*oeb^3;4j;[#BotBNikNO5njpDKr@A<\g?]l5;IY("H-)`=lBO(W#KtDJFNh5Dt:Ds-R),'cJ]B-craWe)Mp!Q&/H,/MC*?jfb.R7c^$Q*bbd-]du)S($13[%oGCr#42<'*G_^u]Ur5SkDA`g*/jUa%nPJG?$a[6-b:H"GC_dXHYhB[JK8h9e+`Su9QO\rjE<5iQUK/qb4`1h3V),)9KfcHgV1b[5#Yg2B+JU3rf.Je729\HL7;#\JJSC(XPf\Q?,t:nm=h'UClQWaiJr&#jHf#QaK"u6VQ/GRD05AAqn_4LDaLsVOq9<=.*u^+-&`3n7/[Ta,/53qaGDNWL&r[p2r\q4ermpIe^!I49^KUs9!p1SUD+;+@9bH*D;lWQYK0B`d9(/S.W?\!lr3r%5*Zqts2>'qtCNg:f$TS5+YQ57)X?IogF],3=+%%S['`5D%o#:ur__K?kP*C,GuQ$4i_':G9R"/oE)Zq2]*-5O_f/%Eksi;L;'"qHQiqi-C'*t[ED#8?WgRKT7G]iNJl-]IZ)KPNRaAc,QFm:^lqHhOh0N]?5p,_^o@XGH78=#YJ$3[Q_aPVk^'LMq(KD^amcOJ34L8/n@uVK')6L?CAVl&A(67o(B_-NC'sFltuKD7ioDj)#GSo_ui5NqR$LonG#RN9YKh<"82909,aEZp-Nr//fQL.E89`U*Jhk7*#=Ee;`79UY],8bC35SbChKhO4j:T_<__i=f?XV:P9#Fb'er"qV+RJ)6E5'[4kH\>k`BRc=4aGRe<"GdEKI_3Wn=99C?`)(EqCdZ]2J?;1WPTH*HBNY@!Cp7h9&t-FP.gFVI^L0348bb[jm4!^NGW*>h"qUS]#U)+WS\WeS;kisdWoe1'tWSt_,Ru&!?S$KU<:.W.9CJ>=<1`2\X3urXn,ei%T?%[J_3_h?R=dA:tHn`ITjf,hI<>]!$&o-&qA6fq4dfGo]`[)FcV[.YN;K^Y!A>GS2hWR##[@sSMQ4bHL!%e[7faUQE(eFSq]o"I$D+'^l\>]1UNj4A]47E[*8VC.gHK_6nF4[`A-q_`@;L@JuMoG5'eL#WDfY]XnQfISS"n$Mir3CZV<`s]iJ\e]ZNK14)lB11D'+F#""nhJ'.#)P,!KqO-,rDB#ATVB%i,7Qc`,CW/GHo99DC\!iF%`'2_L?6Ptlq`sCACGS.d1aU]r_=cmplm^bu6XV^]P8:0Sr$Z\ebYu3aI2u=u$5!gb\(sOPFT?t#aLo(d,!Qtm`EB5+*?X,O?#p2K@/EgQH6\m/g[s?'o6"MGN%1WWE<>2TEa6VFX:)@\hT&A[Ji(Gic~>endstream +endobj +22 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2931 +>> +stream +Gau`UD/\1M&cV3*0lT?V\_7IYmgKaAQTD[SBS,=3p'O4(@4eW-`["XI;HEGYqs5q,Og6OQ1dthT(:h&`o01KZ)7fNNk&XQ9]t'l(mhdd?Y3*Y(-_RNTe(^peJ"NrgBAbcn9;@_\Q9'K]17Z7fPGXH]-fh(sQNiD=3-"oHUO$oXiER@!aBZdW,EL.?:^``lFQ+4-f[='kRVTSuQSM%8]a$W%cZ=p@,ro;qKjdMR)e,L)\g-;j(.UZK_?iLGDtoargj0b$6C^fAn2@C@X]hjeri56GH\a']1C?YV!$o`32%nF'^7\]\mq3B^0jtnXck*OjUi"fNOM;2'["/+GOSn_i0_b-*"`p,rD1:GV_.Z.`#oAVXJF^Y_eVfF=%_,KKPq+=5)$[7erO^RR7iD2^Qf<*H1NkRoOpf@99dLORns^N[rgci't_>U4`&YWaZLDMXHh(c]aY>6G@n'86/HlSo7*W7^pWY?ftoToDe,l'("j>OG=]]Bd+@,"&,ureE8obpdfVRL@1VQnYH!8?bn":Q>A4"].5V6)n+k(J@q5&7DbZ5c$?+-:+'T<7;Y=@VoKQoe`e(L)Qp.[[4>,brO0pmp;'YKRmtn.J`FD7#pf.:OY2O!5_qs85XG1V&ET$NmiVo,jl8+qcJ]1gF,*'Z%YHJ&UHM:B#$X3nh;T\F1@Sd$Fjn8bFQh)-XreXpqU+d[VSor!p/DRSL3,pnE]HLtXE/Zj)OV[,@@4>*LpQR^F_fpd\@o?^NI9nQ%tHB.@?>+-K0"30h3aqf",7/r6]d95re87TCJqKBLe>:!,BaX^IT8Pk-4A*?f#fd>IfMGbYfp^V)+QEK:>UCeU-h2lJ\F%J[Wi,/GZZQi[SP?g7s+$o:M/d1`CggicO63)7<8TVo_NsT/Npgm=Ja?:rhbd`Rt4>:3*'6eW<7hiU1q1AW3kbo/[ZobU>,1ZCgE_LTar7&?XD,/^7dpA3;f!ZY&5<3o$R>:Gj*#&2EBN^g^!U@njg4\e)gHT;&sd*WZ%Z,F6FKQ8CnS3"j.OMDehIU.%]$;B#Ssk_\WfZS@0.lr#KcuG'CK[afma2>.&:S5O,?d]cIN('0ik.+7R\WMUoR:5\EGr531jE/c!QkqZ[,:0uBXo55+kVtdK;`uhDWA,$:r[hLH:3\hee$7ZQbYOdh)Vn_(;_Ki#>]K[3\F0LgH@XE"3ImhC&Tm2ADMFpEUc:M0g>4=N%"`mo+r#)0IP(OA,?/Ol8#A"2ei,].1I]G\)s@/mg(2kk=L8MbB8UqBQ<1M(0r%f7-:c`k:oV@B^IX2]9bnp9'T;4B"ug'14F]M>q:c.64N8DsJO=Utq!LO.I7=HdlA>'mSCqYC:ag;+f"TP#g>Nu25K;!:2udH+aOLQCocrG^CbLJL[C*[Sk4C!^MAcqm8-RWLn1bSQgFhQ8:a_6f>D+iK6j&CPcEENe]4_:8/IL;<[pW9^X>d;#;[\f'fL^G'YMs0/0Z.5aZD9b&FnhnU]hNdRJ(Vrm`G>MdSR?7p`V]fN@D8QLROrD/4g4[ub6@;r;\_RiJe9-=:E+9te;E>S5rI&"SKeB#UDedX-al#.'+H?)1V%0fT9QuDT!JK=H6(0iBXAL6l>2AU:CTRDa*2m6e,!Ninfp`*1JGb+)VJ:3k"]:tce]l0OpXS&pWkH1@N-S;FTn[f1c=u>QV;NI6qNXXS#Pr+G_aOdc#+@^K3J]@?0+AQaGGo^_s]Jng"4euS(hr0TG&gqKIm\BH,cY?MbH0>hu2\oJQbW-g,Q[etje>V;4gok'hJPGJ+#85>!TiP">n5@ng8f<]cEpc#?pN98Z3r'<5Qs$H~>endstream +endobj +23 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2282 +>> +stream +Gau`TCN%rc'`FV1ER=ige(L`l]fWSdf;:ojU.mf>!R*nrbI"BP&m[Z[Ge\]oUa/T^`G&3Ykp)E`lLOH"HO`W_`#k`Q%248a8+>js!CC3O"(E3-N8DIkkj7UQWI!:JE(Jmki:tg+4Hn\_Hu4,*j80N!M`Q"]L1rY)YT]L.V)XDH!Y-poC:P#_e:ik!m-0oM"Kq"b?j*bk!Q4M'/"lP`i]F8>ZDE>E.MV5K7r,,Tel_)%u-TKUN?tSVEBh.8>Ipie$+qKUh)=?R@7d\<(?ZiJ%CcRJ;B*k[)lATJ>c3;/X^O,E.i=3p4.H?HIP*]N3cr9,)1HsVkWlNO=;H=Q6M>N;bCC>"H2nee)@Y'II1:o(F2b0pFLiA:DL;Xfb,@!W??6_:MAram-D_n$p"0kY21O8ML%.19C0qP8YSbkNmq]\rYhORbCn!J&!R!K`0?mKA,/^4/&2$Gq#2L(>@r[q`biM]K7N2F:dl\Zjeljb6Z^o2JN$ZPqMo/PQ1LX>NX/A5E_q=ar$"O"V[k70HYlo/$:JMpXhnDh>@?]]k.$Lfj#ZckE>h%73WPuY0)U@:o5KOl<=ZTbHZ#pCX1,-EpoKktB^O(X4o]ig:7\/iL`0cO6[LqdL[<)pbdCcWp5W1pAnDF52uo&QP!3N4K0`kRfOAl5+_(Hf!j1]VqY5>Ng$qNZ1;sW_/h#kIF-KkmAX3a-fFDR%u7cOqRouSXnP.f6Th%9"1>s$On3RY7gS[VkA-h=dH^j;A(NdS8;l=BaBG:GX0(>BQ=VP^;U5*D%W!iK+bsW`))as$^-RsuQ'k-10mDeCjV]RFKdK@&($A6SrO;&&$T!q.^_II/jlOl8k&AT)Z>ghP@a_C=[md/h&DJK<=Fo+[$_/D5Mg\L-N=k]Af3Ko2*j"c>0mJhr>@^924MfQWQK&Th`i4#VV.`\*Fl9bn*\iWSd5,'V`[5`)mJ0r1Xnl<%C!5]a\t5U\Xu[][i6)?tl7@uWa;dbgSDLR5"t?NUl]pW%!j\6![JIXWq2Z\+YbasqX.1J/gm((MaoeZ$n/+)//edJ??GIl\P?qpMhQJ"7r>9V$D\$&ZWP+I%Y(QNHGot*lprQF5'9;!0/1e#o.3@hl,)ENi(>KBYr<>DJH?a'oX.BijaqBVX'EVJkis6Hu&kgm_%(/g$ER.TPO[X"0Y%SQmF<\kLMY/H//'[/h$46CMrIq&]#,8PI=s9#TBXKL8XLmBQ;"44(0RX99Re)7XAprP=4XBpd&73OHhM:(1fD8SD!FGa(H3\tQ:6o)?nVTpFIB\U?,=CMJjUcW87=P-2&^PqtKqsatFa_W%QDH+.NiJ7B2)B/BHR3C6I!$`S,EYS,OfM#`4P=03IZ(_,8h/(t5cLO'VR4.^./Y916OqqrR'O*gD5"phO@AbpeGh("f.@AH[KuHh_])F5.Q/#Nc>dBLKLs\$&fQKK'C!0I&&WBm]1O4-W=A'G_WJorZ!uBc`A'[$MI[:iRIkkE$C%-0j2i*2%`!X((D/Ft>%"A!80ladWALE^UgK8#7gmgFa_B4%m>K=fGe"-U0:3In5q/fC+,qsPB%f*;\i:Gu@as7G`&ddV]d\!E(,R,Iendstream +endobj +24 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2676 +>> +stream +Gatm=D0+Gi')q<+Z'1TFF'=La4,Ma'1-*tSjee#C>>;kWjp%\*M)@`#"=_l.qV1H>p`_3=HS\DJK)c\!Mqr$AUZTla*Au-SRJ\sfD;&!5@A38G!Bl%lP=TJtEj90e4O_/BCQK(B,+2.M%-?O]dHU[O"QAXPIn98\hRn`(`U(VPqM4B$S0]e^1Rhe@Fe_9XHtKo_nU:cl[*J]58]`;FQWrU0+<4l+o@-1&IgpGDgGppS^dYeGF=K!)eai&6q*/*P]pL92ukX0][aM])M!f'78JXPT'Z'0K"N<"MjJMJ&03$.hpPcodZj+BFPA05*B--&i;68S(X1=jjU;q':<\EQ0@>0nMNV2tuin5*c.Ibq7q9=]uNFBW\b'$L*LF`!%H-2Qo_hLK(BDHTEGj=,QY3$U1l)hkf);.WehN*=uf(`?f,$'<]q%]2o45C4T?lER`G'SROKU*&[?0D&4T'1aeED@a5?L43TR[/nH'r6>_VSs5O(IgB.9Oa"o6CAK0I3OokT<4Z"E<06qWD%Op[k^%S:8^Qc!!!+ZLj6dIY%(V\,OX$T)S&_kT/f"IJFAsk[C1>^fgt?-D9?m9<8ugLuN&%S&MgscS,jbW8.T\gF(VI:QUKW)`A]F_\"VA(CG?ea*QsLDg0%(C'TLIU#e<`,pu7`9paG@351ejLa%p8`Rmgs>:/grF-Img^9:=i]8.ksPbXZJti&S8c9a,SBX25O#Oj&/f#Sc+O=DGM(tG-eK-B2R33=ST)B*;N?(Sm*IpU6$YrWn(7D\_:O/`,0PLo26_]Oc>XBjp[dQD%mpec$!9VW8Msd=hChc\.LleH8en@>;Jr\,J];_)l(Yb*JuL^qABLe,PYI-j]n3/;#8PP7_Te@P0*k,&YGlM#!OV2f@+7pO,C:(@[1e))h?6=@"Cnk6[0l.VeImi';Vq4<;Brm]Mj&#K@ntNq<24+%2Qa*1S3GT*;n/K1*f]p;V#cI:\GhIl[3e\h:'qT:M8";`,FKe+=j/a0M)#G0='aYlbrH+`JHs%/b\m:/bKc7miVB):o=%gR@FQ11!YgmbKKd8ZcJ(,r7!BBd>O\@NO].1d6ISkO>h!=3Pn`%F?+K$KB.*0c,Pp<]?GPJ:se,/2RpF(=rdqS])E'p1[Pc6qd9S"j0fVH;M)9]9/=>W`=AKR,tBfO":a@p[A7Ho@AqJSu&nY4$;8_LA!9*EY6`J((8>g7da*L?5*3Wt^ba"'UWCL&XXqFk'U:id#lk\.K3YNd&VH=0"t``=aD[ZH)Q:6E]1nDBR-Zn_M0$/d;\@\2E`hDATcDjEGLrI>ehU3bMQf*1PG`7Bs"42!8SHF1ALD?g[A3CZ:$`ZJ=/Nc_6<^2$;B3DI+V4`@9[/:`.%QiW_79Sj9up,i(p7l^5"l?LrBEB(2[@Ct9bSsXK!gBgs;NjmThGlE`[V%\W9;S,NHFp#1NZZ5@$gO4Y41*=^*HM-A,I!3_26hQpY6=T7>GbW9%WNkZrK$WWVndut"+[kZ5V;l\%4p9<%1bSnB_PA)HD85Y?X)"QM\B8d-HI:0uRW)PV&SHh`F&I(ABGRtTU30,%Wqfm8Ac6AN4!`uH&`<,t9'\fUkb&r7j[gV"/blq?WCKS-/u/h:j*rKUaTcKMBE&4sY7km~>endstream +endobj +25 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2391 +>> +stream +Gb!#\gMZ&m&Ug:TW$hqQ=_P>)>tj/ZRn<^=J&QX_>I#UPL#MGSPtDuE$>NTe8=+'s8Q&j-`.:>gUqG$Be?jf\rmVjRItNO8.H@.-QUZJ,Fd(m:(fT0tDW4H',JQA2U)fr(^L790>EVpfZ^La64g-^![QakMql4#o@b&t"L<,DJZd.sC]_;u!b"2CG/*/sR#aa]t$=#hogObTO,aSp*__b,(]"`8C<@aIgb*Ru:Ht@4,X@,&FA8P&jcE74X[3Y/o?%e8qu"9S=Roh+GNR?`bTTS"AH)]eF"L_;:e0fP(,j>K^8EWr8>%EKDJ4@(j&YNY\;!]\?Rf[u9eUNhJmk\>B-E7r.YoO`7G6eq/OT6,a'd_nr.\>a;j->gcXi,ItJ'3SeO\^c3]C2LQ1E)[0rMk5QNc.kHGs)h15U-i@IXbFt7[cra"j??IuV6&n@8VA_unG0%K`(BfQ/WQUac"aNV(RP8T$FuGs#4V&Wr`4SF9(*V7^iomt>Yedm4kZKj!aH7\VbtB6^TMSs7CCW8/6fMVIFPk.I,&DEASt)p1EmeUJc:)FTA:lUc_h>jXs!BW8cjd,Lh9uK6R,9W(_C=j_gE:U3%Qo[G@K7\bIa-ZM$p%l7B,LSF;*R(eW:l)"ch(%*`$IUho`nTXTMSi:DD1C/PT"Ofq!>0KnF.+j`g_b>W3g=nn7eD]!^12R8eA?-3-cegNbu=@J2h4,7*;<@QL/pdju?)CO(8*F!&$)mU_d(f2t0F_nL9-L=K=DRGGZ0$/nk>Bu>I6A9KMFdEt0gZb5NCd-R!_h"m"`'Or.pM;imqWZW'Z:+^?6`a4._,Fqh]rT7FdaBraV":`qV/V"U;$)aSQqVrsSBVhX.V1&Fg_]X;T3:]4g[W)*./?u>m'oN1dZ$SKV3k.qNaPoOm9k`.#A3eJO]\&nV)8D[s(^lck'4OR:'t"3Wn&r10skJB[#alTm5:U?WEaAiTNWI/NKu'A8gFL>.o8]k[&`$0Ooanf2ERqj9Z)U.p]qfR\/tWIGkt9(f6$)u?:t>pTk+kWuN'mMjILILmBXS.dVP5:Fq&;K*E$-V*jdL)s[<@m:?L/*A:eP$$iYJMB8LYrK>je5&:76Jp$'#RS)Or/0'Wb>;\V9:-3g";n\,.'-9pE"e_r.*CuKR)suoXL@s,$0UFFYIHSIYGh"6Tg8gRrCub`4\N&Am,7jEgCpUM9,iIL(SO'SNg::'K\CM9_HVnp)CGA#?5dq=f$Vs;N>U'4K\Sfdh\RJOg$cnF_i]Nbpr;g0uYi./tJ3sod8iP`;rT26hHM8Aj#P!K~>endstream +endobj +26 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2402 +>> +stream +Gat=,qiBdG&cR4YMEq)jAl>6\$6[J"*8D;f]T3J\D"q+V/CrVY%k[DO3I:fF5V-C^>=PFOhO7UVS1LsnQ+4Hij$LkMBgcmQ%(dmXXTS\K/2UF_kl+aa9=_YG;/n'GIr]l`rg1-uI6S8T$((WeVVOAq5qAiscQXs%.'bD3CG1RTg;'!rVVOr6%8n1r^RHj9u((ZONsXE+uqY`pWTT5'sRe7`DZ@sl;2!s\9BIa9.V`3gp%"8qiocc0m&Yj%j=mkPO."NM#]bP!LV9L+l]HXhc8u:9K:+q"Pno&06XL$@JMa,qaMi2&Wk>he:2I6maC'SL/9!!)^g\WS`BZa13%f[7*k?Y=8D6lm1[@:Ej.MDX;e+BJm2=;tP>:XF;");8oYqE3g'oV#!/NB94PUSjdf5niDPB+(RE#AdlaQ_\$o"gd!;aFs'5r@7>N'8^"Rrs!5?SDl:7,S8.JNm^TS7"2U-!ptmj_s1b-ToD;`pXRiK?jbs5D3I1oC+a+?MYVfs"+W&`qnIeP`t8miM`g`,$siOP2Q_1.\P^f/9g,n.Dchh"Wf+[YrV`YG/#)2!q=iH"7^FCiS@L[C']Ng27=oJ+>^%R1(78d\=0Zm5aYPbV>pIRWsE(AILojC.)XEn(7u]3^Ju6ltW7Z[bI.l>SKhr7-BEaZHnKpWN&p;giXSVEk[5O<+n\UF6l;7T;e9/W]%F).B+eUYlNc68utquYclA/9hK]-#*3+Vre<"r$$n3;9$rl^,7qUkEl50[0"#7HQ&Y[0-r;QI!DNt$M#&Sr"Zp5GVk*!"\n8Z:Y0B,i>L5IPh%X^^(L'#a0sfuA-pZu[qgA>;0Y'B09qOW#jPV).ps7"P'Q;W6L'g=dO3c;DBb0R_1A&jYe5m1RmMOfF`3Lk`@m7eZgMe8"*ZQ,;_gGRES=6\rh5_(cokA%rN_uYBn\=7Dhgdmj,qk*%26Q]'LI8=9f>]"&2.eF^-VMQcTT`HIcKgk@*1Ou#k&saiJ9B*D>Kdc!SK$jj.OeqrE:g?#dF77Brb4/OU"iBN2f//@.$luiBCKV?Dq`tYeVRQRf%@o^;FiYe2j;4[6i6`0U+,DWs+7TSHMB.(:b5![3qlg>LR7CbeQal&%la2G61"FNU3WH-ZknEDM;=DgoYmCcOlM>);jg]hFQ%;>[m_)G`km9"2WWuU#L(XrA\<`>'Q6aG9"L-XA8PnPdmp_#[0r(S^EoN^7]7?!S&+;'fO).f!7K$^*;7mkoK$mendstream +endobj +xref +0 27 +0000000000 65535 f +0000000061 00000 n +0000000143 00000 n +0000000250 00000 n +0000000362 00000 n +0000000567 00000 n +0000000682 00000 n +0000000787 00000 n +0000000992 00000 n +0000001075 00000 n +0000001280 00000 n +0000001358 00000 n +0000001564 00000 n +0000001770 00000 n +0000001976 00000 n +0000002182 00000 n +0000002388 00000 n +0000002458 00000 n +0000002745 00000 n +0000002852 00000 n +0000004299 00000 n +0000007073 00000 n +0000009562 00000 n +0000012585 00000 n +0000014959 00000 n +0000017727 00000 n +0000020210 00000 n +trailer +<< +/ID +[<1581cb9e4f7b0b384ff7ccba3b354e18><1581cb9e4f7b0b384ff7ccba3b354e18>] +% ReportLab generated PDF document -- digest (opensource) + +/Info 17 0 R +/Root 16 0 R +/Size 27 +>> +startxref +22704 +%%EOF diff --git a/housing-price-regression/housing_ml_guide.pdf b/housing-price-regression/housing_ml_guide.pdf new file mode 100644 index 0000000..117a91c --- /dev/null +++ b/housing-price-regression/housing_ml_guide.pdf @@ -0,0 +1,225 @@ +%PDF-1.4 +%東京 ReportLab Generated PDF document (opensource) +1 0 obj +<< +/F1 2 0 R /F2 3 0 R /F3 5 0 R /F4 6 0 R /F5 9 0 R +>> +endobj +2 0 obj +<< +/BaseFont /Helvetica /Encoding /WinAnsiEncoding /Name /F1 /Subtype /Type1 /Type /Font +>> +endobj +3 0 obj +<< +/BaseFont /Helvetica-Bold /Encoding /WinAnsiEncoding /Name /F2 /Subtype /Type1 /Type /Font +>> +endobj +4 0 obj +<< +/Contents 18 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 17 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +5 0 obj +<< +/BaseFont /Helvetica-Oblique /Encoding /WinAnsiEncoding /Name /F3 /Subtype /Type1 /Type /Font +>> +endobj +6 0 obj +<< +/BaseFont /Symbol /Name /F4 /Subtype /Type1 /Type /Font +>> +endobj +7 0 obj +<< +/Contents 19 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 17 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +8 0 obj +<< +/Contents 20 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 17 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +9 0 obj +<< +/BaseFont /Courier /Encoding /WinAnsiEncoding /Name /F5 /Subtype /Type1 /Type /Font +>> +endobj +10 0 obj +<< +/Contents 21 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 17 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +11 0 obj +<< +/Contents 22 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 17 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +12 0 obj +<< +/Contents 23 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 17 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +13 0 obj +<< +/Contents 24 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 17 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +14 0 obj +<< +/Contents 25 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 17 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +15 0 obj +<< +/PageMode /UseNone /Pages 17 0 R /Type /Catalog +>> +endobj +16 0 obj +<< +/Author (Claude) /CreationDate (D:20260617221019+00'00') /Creator (\(unspecified\)) /Keywords () /ModDate (D:20260617221019+00'00') /Producer (ReportLab PDF Library - \(opensource\)) + /Subject (\(unspecified\)) /Title (Housing ML Workflow Guide) /Trapped /False +>> +endobj +17 0 obj +<< +/Count 8 /Kids [ 4 0 R 7 0 R 8 0 R 10 0 R 11 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages +>> +endobj +18 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 1536 +>> +stream +Gat=+>Ap!'&:XAWR$Uc9Q*Xnc]D@cSg+&5R(aV4@V5#oLD,Oc`!_N"PcRd]c'#uq6#*3DaR;Zt):b_B+lYDjhHk5/rOof2+9S$BcK&?hcK#.&//gN$0f[P+mE*\ZpY!MTg_-L,m/HfnED?ZU:7h[V81FW&E&YMNo6C>^e+KM,,_57EFVSeKd29'&.Q"RP=5ghD&Wm5LK:1:BGT^r!M-887^*Q>D*pY(^7dDCY?=O0P_]#6#=Q>jp)J,Y@U_PfaN>/3#$TP;&kn,bl31O$%f@"gm:MAmX"ET?;R]mU1`9.`[PtbiAlgO)\B'/'Ar:B_ZJiMSqjQs$j1*L+D*=?]n&\Qr_+"$$GSs1.$:mrs$fp^rTXHRke)/RjP]du*o9_I:fdk2cCU+TsCAWZeAg(Zge.1`oS1\S6ET##'!])Gfo:%Sb$*FTR=pO0g_6rWT$LGO,m``@%=FtqSEMCS=f5"o)RUukdR'2Sg&oWON0f2b>P8Nc>f[K_DNC%E!>3jX)]F?e(rci8K^hh#u:VR6ZS\EEOc1q!t:/^Ki"X$jpe5*SDbnC!25:<<,^Z500$d6=DY@*#cYMH@>hpti+7W@I$*Ag-A:*TAe2+gNk/R/TnY%*g6fjJ:#t[%rqe!L%'fpFj)e3=2UT-8Y%/r<@OH7&)#9BliK!r&tSZ`R1rplA=g^)lnYe\/EsPggB#e#/%BKBBMEWP6m3"^S%b/2EHF1O\Z\UXgQ'pABVj?[*(eAA`6,4AKfa4E:*"tODJ(,kCt=M/?e5j[rT@Mq;A>ZY^.?m.gHpW@pLde7@WXY+'N+kMWR&'#6+d>EQH-~>endstream +endobj +19 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2669 +>> +stream +Gb!ku968iI'#+6EoOT@Aeu&6i[C;PLhO<9E.oC-nl`CjH66aDp5QdZjm9tMA1dFp4*g@rt[?iJ39g\n"k\g%E?ai.:n].tcB-k?S'=baI_"1ti#;:0cR!aGYPH2_SDnRpuS]Dbj@nj6)VL:/PIGKo^54!2,f^2AG]!_-jkG=3,>+@sNI!ksG^37Eg#pf%tLSI,96-@`hlNS3`Dr->Z!J+$Q&D64h=2qC1,^^iNp3+7mh*j*M8sMs+?R1QA!M;9E>k::QL"LX`cjNuM8SE4C$`Ao'N=MU9':f@;G]qg1+FG'FtO)6H*2]*Q6B=n0LbbP:ADa416jpWnG`lp:j[?B?'Oi5#"_L+3n"47"!0pK_@9RH6'+(MN4'[UgQ1MS+qOQ%=CD?U-h$t)N*_+sD?@75C0C@;-etA=!ei7@tp+[2MYrb_:&>*q\qapZ##5CiCj*6+00RQa#IoN>P0d&cAUW.U!Z,\)']Tk2IRGprcHJRW#4t778K4KJWM$Bh#'3+YmOMEhh,^2+/OR2@*cK:/08OZuMpAj.oWNIO;E#G(5J)+H.qpu;44P"?B!/g`1_CVUkLD-+&h@RpKT8Smu[S^pmr3o]Ei!9Rd)Ai=+f0t6Oem.5?R9im8NN9&l)G6lkaUK$$(g!/FKUNQ8LZ9O=B2m,$S'pp#*jE[hUYn"oPjiHb3l?Fb^FdS!m:/kd7N>D^(D>pFPq1d88L9k.?%51F1t)GAF+j&[&O/e9!?9fKWAO)K[i8+PimFeGHX1&+l?,9?0^hpBl`s))-hN?%W;3VuBYIRJG+M6%dkArT43t[.mrg)C@nlc8[8(,LPr#0!6D,8hdDk[!ral8\#P/NFNH9#IiPcGIki*^M,eFf2mS0[*4])'$$tR#a9AEP.^TSC]e/jBr(Mj_\kO)m=nBA8q9s88U0n4@Tls?4>r]q"V;J_I?jcQ:E!JOq7J&0M[a*@HLFh1H6"li6Yk9Qr`S/%3j*9lWMrU\k23-6_j*,nKelLriiUDkeUjbI)@$VcL3;jp9$b!Y^?KJf>rE$V?@b_B9/8];m+8[SNjh5%G^6V2bN^L5'(@$78r:2+=Nk*2Tt4>X'\9':q;C.T74=oAaB%hn]l4GqS.$SSouQsh'3;G$E&8jq62;'cd"elE&[.s,1_^d)\1=HNOX"*3O_(((J9+f@8%BM'R_AL.bE.Vj][ZiIt5a>Ogd2;=X8h.)F%d.Kf!!P5353d1gDbj[`fgFV[l](LG(P(\:3)G,OOb3f5(U-B,YiMJ077=A+qO'EcBZ)S@uBRr"[`a5E"Bi@&F0I`,2G=j@Y7mC"5#N`j[]o\]IC(h..GBPGbl?ORUb1$plk(@ItebiS#-dgPIf-9euGBUZr"CuSoqVuEkFQ@ducWH%!dD]*H.#*a?AAgGsUk"[n#.Q^]b/8Xmo7QZg][gV,99AnjJ;.=0V-_R%GUQLu@/%1PG&^N"#)G+:lr!X1-Xu"6AnSkXh6P&HBjo1=QD3?Gi!N"HrmYgGKb&H=8on1E,oFMtn1Vo1D=N9)$h63gFqI\%PbCt5o\Dp.F)TH#*R,N0.eVaT,L;ttHG)$#eL.9t)!o7__>(7N;Jm73ZiNL6`mNiK"sL:7&4hU>-;T?jk*jni3^0V\&^^[WT6UnYL*g["I``]Q)YM_p5`DG.tFHnGMp#Z.?->2a+5/PJdR75#IXZ6l/c'_gkJt=hS)_;^'@&2pIrn`8NSMjS@=4.N7_T-hc<^dCkkl:st:7re4ba;US:[5tf$1<,(quA&`+_P(8oe/o!hE`+Ha'BW5dW-e;(F4ncIY!S<1K#eXe,endstream +endobj +20 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2515 +>> +stream +Gb"/(gN)=4&q0LUoYXFhB?FflhNaG0=msRPZJ!oiXkM9*\]P))(](J2'6>Pu"mn]2uk7^N!aklZa(N?;d3Nsh\s:$K:9N0lu]3AJkNB_iBjRU5o8_7H&+A,0pR9ITP#jb>\2Eu;>0GN,iWXGK)sC_*.('K@79Mi/4oq%!5E[N%5FkSb8&T_X?NgXsH/ITbDVlb$C8"0U*)`)mk$+hdeiXUG^C"P8Q+X6*D7mo^K*+d.eN&#jB0G^/4n,:HJ)oArjq`,#4-Dqe@%D:?1N=5]>4RM2miCsM(0C.XIQ/1E*KaNDGI:X`ZbqE]K+'gGo/#B/etNT@,%3@1)nX":Cgh-YX,o^S7HF7\YVQRhpkm\c+QrdOm=@TaDX9IS.$WMjKea[4BAa@4(7Bbp;&J)9;ZO8/YgY!tZHOnnD[@BiEFA1oEFj(c&/\%i<-f]m\cr\%fY5Po'+tEn@Pl\dN_u`8AAd]9ubD&N-3B!iSG3i]LH5??Nbs"'g-=#ID8qMY,fAQtJF$'h:s3UT%'Ih(A6"I[0?Kp]j[+49!-N^tGgdnH`t,l41P:eD_ESIn?8(C&`;*!LJ9VXek^]::.G,0nj2.fPD:g=l479^l?``7@,*qOGV%MBKk?3Ld78jTuuF'nBq?^b!j>Rq2.Beb,'Jb1_Y"k.]ZLNV^'0l]JQ/rm_GBX.hGH!X%^?CSI4AQ>)>i\2/!p6r[IG,0-M9fJngi;-#-Uo:T.S::M$NoiAW:F+3?Mp75^DHMEMa/gSRq:k_Yri2,6g1:pOJYWr36NZW+!G>k"c#9U$W`aAG?n/1hOh#Q;4EC*undHPJSS+Mck^ES%Ubhb4#hXa*(jL4$%cG]%eNrN4)!5cG"jucQpM/55%5EA0Nf@)r4*@!SphQ-J">L;li/hJ*5G?>br`@pVM;O$LA?<,Y3USeG"CJc27a[D=%:l/d2)B-n)A:ScEN?$*Y-.,FrgINk+52J'QBg8o`SG#%2m=B+!Y1ceC?#s)-K'eq:%ofl&5d.qf%eF0RG1YW)R5/aeXd"=U&nlDVKb0-$3rJSj`6FQUNA!#>n+7oTmXRa^>-6qX24Bi=m[hN]7:XTi)TRQ5YPS<%2[g]K34C4W9tqFK?708L_&F:)=*kYI>5/U!Fpm1:1Z7_]JKPd6^sO)'\EX;a`Z#"TYG!>-2HtL$rpO892Mp-Qld=[c)]f`??>/frrgr;f=nf[HnX-!umW\cj6g0n0=?ut^$D;'SM`oknh+=j0eFq%^`Oj3t*sJgu<:/]2<]7)qkjjKh4j/R`^4Cl7g.al&Cq%RP<3*@.\?M1FGe>fX("d=g\&E?QLpAoWYUL5_?0h=lR*/Z+^FdE;YmGKaaG<'o=1d;j]ADI3<7[:5:k5[Hlh>GEdNW2D`7_fW&E23>DR=o`93O/c^L]!M1(r(J:qPTW9Q(\4;G10W7htH1.oTA`d%\Qo8t]WE5HP-&ruoJTXF^M6Ts;!hn%ps*au2,\6F':d\>epMn)(kga-@-$$#QS$9jSBL"7ss\(6NJ=PZNd?5[#b.VGR0b`rQU%P#obKp^l/i:^Wo8m_'BU>%YN,igRng1nTt>O:^"d.fRa4&j97efUc>CESc>?C7-]9Q_2@.isZDcM8d/L/`WOqWQ!Nt3#1=[Olr02bQoPDhi`u8T71CKM*o0@cXmoI^.>&s%6_be:8QGd&+*5GB#%d.Ln.UlQ$.;`2:p3HjZIu[hu393:6#=kbtcB@Cq+;2_e&^,S`BSPlA/16J#'I?8BIXQi7nNpI4>gJ+f\g7IlmaJj@lbL^nT`rc]is.<6DlF=KFYLicp=Uk8Z+5*&!"P@-]%BPgh9locBfsi)V;mrZFd6A0K@RZI0`Ue@OW)^WZn6[g,j_OFiH.l?].u;QM:4GuKrB]9J;.kg$,9^,-&dHA2guB1"B+!hJS3I`/l$MNP0Q;iJ2S7#-jEFtPN]Z_KHNSEmame<9<\-rm%rK0O$0BI"is6K'@fp>A@W5@0aol:WAN;OJmJI;Hs2H=Z0]KM'BR*sH]K'sm-tZM@a)XY`Ei+?(:ZMGGQO2^qLaKqnI>pp3uI^h'-pp!1M_QIka'^S#$FC*ZcrFiKiHeiXZrRi8X~>endstream +endobj +21 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2696 +>> +stream +Gb!#]>Ar7U(4OT53%ooo7A>[h]n8MUfZ@rQgN8m10Na8=!@'D/-BdRbEnp$!rq?.Y=c*pN]ie_T['iNjSATFD^-e?ONB_%SO#*L@6[EgiLiF?i&T]OjL*,ZXiQ8PB[Tr';b@?YV;8<:W$#G@jbd@@"-7:fSq*')J[^b@=3p3"?8U%@6XO)e`o>umV.(!9-qOu5fjsAVbpJOd>7b92rNFc5?(iLARq24D;\P[3\pD)8j^nG1K,XbE0#),rXGr(Z'buDq\q20oVddXX[quqRG_ATg7-hP8cFB#7Ql&F(YDoh.1WcVK`<5s?(0c%')Pl7?!Ue2[RNB!G8c:"0f+gbjeUf`lsAZFCqc[bN9TfR,R\FsDUW^Q7Ji=RPS+#]#7`f2*p6F$^2Mf37"<7kLV?U,I^#C(:,_&^EH"JLJPt"K@&Eg@,>j^B>X4:9k[Xb]Y%037\^!9o^GD:8CDPNC1Bk!RGrN5;u6>QXcQaLL]TN2iF8eWM)!ou*V,KA@R>\T.B7XoJ4u/Rfq]Nn^=Xlc2V46N,kCKJo&n*D>7XIZJ0i`kGqTtSr"`rS8:D-7>f1VD0.U1%/k&)+QA)'fGt!>Qj?gW7369\*6^@JM%DKgUJ^!(Ke>>\'.>:mZW$-#0'5;'a`CR!nYX]j^XTJN5]CM;jkr'g,.2HodgqjC+Ri^g*:LK?G_R^*k=h4a?ta@kXNAtCqoB>R"!Qp_E.?mdfb%QWQ,tm.oK/U*8YaA*PuHg#6BkHe_0+_W5#d>E&#[K^!S_AAMG+a1CGfsK9K">guJN1H)'NP]2P!#],^MuB<"r_$A)897k],ecU)&[A]:4/2^J@FZ=I*UlqsTR>`uese#2e)LgFIpD@"%E"k8BA0BAYr/b"7`u%W>8dag_EG-F<@rhEEof9&9>r=[+@=\f\mM`&LgH=\(?k:r#h+Acdcj2Hu4G`4^[1,^iL'A_IodT?:DIXT(lIj[nSu$O+&P=XACY(!l7uYq8No]optKSk;qR[_;5`g#:&3Rln*Y^82UX7b#'B-No`sH=GiX>H$1]rc$el@F`tO7f`Yo8la59LDB+U\(:Me5o!MTH=B'mLU80=p:0eM2)9&>5'*XO&1hm*;-Q(>mEn>CW!6IZmNj5^+EbCK2U(YWq8A5lg%3?%cW6.;C8;o]4;nW0-W!m4ESroJu1BGJPJU,7j0IbVJ9$H](,<5"-&%^d+0,F2`8VV<3AHn(td+&@V3%NOKl[*dc_]C%W4i^MXO;B[Q_6AR"hI28@6Y8fD.t1O"0QKA45/&;hV8k:gDm3$?E)&?:?L-MpW42r[V#u/r"mPBcc%lc7J]q(,HhK$5f%injkj(G*8,.G_\LthqcT]A3jNs9D#%KUd,"XQbT(i_9*a7,"jT"ABRSJq2Xg2JZ[GXjpQ(I8g%8C9mgW*[6,8L9qmS##2.54J/!'amFmtAY5F$E(A\/<3Xj_9XUS*^Hp)1+kiZep[mbD%UQ3I#mgN1DO;"J:>f2f08]5TuL*;D4#CMX\ZDU=RT.$TN_Q%G[*SbOUaO%D^H,ZcID%U>\,sQ!7A?Wh$GVj,\Cp5^uIDQJ^;*k\5TN9CB#6RW7S[Op9(HqqM)%V\,M,_,6gEa]ug]:$)`!4jYU%A;,kS4bA4i$i]-[J2k0]Ek$^9`Z.idihp1-7@SUu!EX7.ZMh>`u&?mFPf$0P<*.iE]q=WeFX1t4j;eN6_RM9GgUaASg:oBX]AodP/N(ULp[]?CbV:``AdIcZb<^hFSR&VFgV_M\q]q&o+j1S]-L/[MB']ZC.0s.GK;j)VChs5jL9^A*YbRXAVg0cLlp6^%%Y=q$Fp;MK)3e4MZ32f9\,=Gn;,+GK>2nX!oh*C9a(*=57T5*,45YK_V0N/iEURk/C#Zo#LUBV9c!]o7Xh&X'W:lfF'e7CCIY*-E/4G)J#Rjra.JaL_)U.2L>%BGDM8q2/^r,f0>Fd3])d@-(]U^;Wc0[J^G8m1&J/#MkJ,h6+C9?dB6^2>BIe'qJ4`phP(ao^:/?U%\;>@B"E7i:=lTQSbrX;(BbN~>endstream +endobj +22 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2442 +>> +stream +Gb"/'gQL;L&q-CUka/A.c4%tp`@4kObaY;F)QR0ggLI$!O*OI1AN"U+Xr,erO$T7O6AHG6=bT:W"@is&o2:]HI'"8?^lSAD&f0P3!T7%=b*r_jaF\<[6j`L1`r(6p^#S:1.7mGOsdlJ8_jtT5Lm=eLGWR\0/snMnaRV2sLgp`&rqdgC@I!^Q*4:ThE@`#/@$.Su%%f5A7kSq0:T*hpV!i)ST/tId"&RZ?iYBPSlr(q5+$2W$HO$n.^R<0SX9-H^%//4rMW)ne\J96@!$a'C+cm=c1Ve29&cIgZ.:6M_t,)2`>p[q*%p!WG][r6>\7^;eUg7MAQfjO>=`=7_Bbn8ZUZq61g0:W1uP+0$7,k&?jMs1.FYdPq,"1#kLLmqQ?&[s%t3&uSqA8/qgaOpCrZQM@6.s3mQpf'*b>4hnTd]`EF)]!lZb8(HO7SlH.Qg`V7d(YEBT46l^;EEBhjf(q>@X7[F*B8(o3iUfJuSalit"*g&-,hG]I;K/9WBuac#R9\[lTEErJ5bqirfZE+@htVIH[20mjVDTE8]BoZS]=3:o#h3e6qRl"=HmHTg=g@eH.,h.4p,ejCm(b!++n`Il14U=DJ`@m]Cc^$$H#\'.o-T.ZBVS';ll>,BMQ=U,]WDj#Gp'SF+tPlh(jnT.r-OsKr59JgN#SeXe<0AO:+8N[OPk&TJ!,\%=Y887iJOsa?2sZVZ/c[n2-2KFt*Fj`++:dU[bA4/>72m'oM$K-Q.D\T%,l.eCTi6eC?H$2[\@0g6V@3&MI)52jTNgU^D[5;->C;)(QFVAJ2*e13T@Il5lkbCm"7n7.USE*40l`D7_u7UZ,oh^/Fp^euJ\g0u:EX97?5`h/b2jO-kjWUcT_gaU_G9CM8d:W@,=-$Q;LT%F2c6^6"dj!4VE"akrfH>qcTMoQ<*#ISQM5ESaq^$r>p.#QrsS2RsH<5DhJ2O)EgP"gEUPV;rn'3DEn&%38hrQ@?h\NOTm$dt72Y8Lc>@1e$1aVAY`\,qIWB4EaJD#P-tjq-DJk_Z__N5(/'g9')TBi^JmcJL%Ifn-]5+,ABC.L&j)eT7^oQ-FGFt2PrtPmdDn=P^\K0Gs+%A8oVQ1`nXRX\@oa:[4W8\fh3*p[(5dpq)u?M*7K`@KQ>b!lBIT-k&.eYJ@_?Cj^h^qo7JA-m^R=1>5)>1XR1Luq9tJS02TG(58PA]TL*>jfCQGOKQBhbXhQ^.U;&^ITiu85+g]Nj1-K?^s5a[H9,7m\4.:+d2fp2$)_@q7LmFn(+SV7o:".T*[Ams32GKAUmPZo\KhYJrf[DZ7j1QEldeUijH[?COh$X(p-TTV="S=LmH)<'`:'j)^#Mo:e53L?P~>endstream +endobj +23 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2611 +>> +stream +Gau0E>Ar7U(4OT53"MQs;C&7jlfK5[@4'aSG*-7BM35UU`Wie<>F\6K,>uf()"b<+3Ku,Mp"eXsd+T,s_o$Qo5*CJTJ'@na'ECAli;G#-b_+a`R.'gs]7Z0XMjFf0S*@sg^q*qjU,[*QOj!6<(LK*r#i0[@bD!i=I*9=q]Z:WQZP0oIlpEYA^dVD,7gF>DlJTp0#Y9Tk4/i@dm_u+;>0BfL619$]]d)(ADHYd'QW@Hr_K0E#a(:sfE.b@#7I8$">1?t3$N4Z*ZPp[A-`KuQ-53%H`T8L(2`W>mQ,pL%c#b;Q0G*AH#R*T39oUV)="+tmNJ)l!'FLgM+gk:E7SmAU3<]:Yo1Gf$WiE-WoIk^-Hg"fsnCc$0l]SQ?):r9R==[O.03&>3F=aFHYBV4L^u(Uo9Wc6Lk'Us2N@Lm;dNB:)P35`$Unh;hd5Sl4=$B'4@8rOA%(I([5A.aM_sXP>\(P_a1DUfd*rApbdFa`.;[WG\.bdRZY>[Wt2\F^o$cG;#,jdW-Q&.:@*5BcUgA2bOY-@ua"OPf9S&(j).?[cAi&#qQ4l@d_+3.UR2Ba;b?*R5VTMU,4OC\H")qdV(%9Q*h/m\t%.BIGYDqpjfp;_P3b_G-aMC:`DZ(eaP`Rn^:'aGI4G)[/-Mm:G%9.EcS,jBB`976h^]N#DOBG;m5,-WPX+)/_i5e-D6]A;\IenIl]6p*OaNpKIGN_/-aAf%;?@^;WtrZ"ki<@#>rqI"H4%X$g2[J\bK/,@DY)hVf%DiNWbDGBecJg%T[:$\HC\1tk.;L;.VYDgooR_f.gGcN_:l9e&j?6)6Z%X-'Ea(:09ubhS41%DXH9!*8jME3ln6kRe&dN;UQnf`oh26Ft*%O>=uKk/:sU3Y_OAo>-qF`W3sG(_IUfN6u/]Y_a*W6O(<="*O-dYU9IPbO!'JSRl2d%n?[lHkgRm/3\aq"jN"'K_FRb5R!Kl$l27J7j;(Oo>BJD[OS]!GsiR4g/i'MfU@5er9iq;FJ?*Qh\T^_fl+nHD%q6OJ]sV]^sL$s_#@r;Z%k_`Af`IC2tMtkErRodk]Vu!*nKu<&Ob]u@EA@F7"<'/;!34EMa'N"B0$^A$=btaof@nrg^h79V4(Xr]HR0*O3U[=G?QA!$CD[Y7\(MJ(YaDJ+[1;s$UOMGiO=?H-Pf7!_n&Ek`h!>&t];Q=5G04?Oe>HB0/Fgs3#s-RbU!VjVX`0PB)1F;3u#p42T6d"/UWGQ;bD]:]YDKSJ^\+F^S_\=$_U$eia2c:0r.q).Rc*SQ:&%\'uKHupmQ6!N`r2lqA?l`c%MfFn=m-_4'_Z%Y0I)4#QZ+/5lQ(@8X_Mu52c]>n6CI9,&-Sl/[2T\HVS1oJgk-`qQba14%YE;Kp?SB,eq[Bhj27]Kn##/3<>If9lYm8rbdi-I$pm#"-%_8nt,lW%ClQ.5;CRFb+ZR?^8Y8IP22kb0o\@*OY[$#RqVQC-[u$MS+)\S_sAnp+Bb_%uIk<;"t5q#RYfgtf-+)A0R;Z*#402WgH1g@p>tXe?%b]N&G57"+T>hX$kN[sGYui.4EYh6?-V\lMaOE&80LHF"5;[3SCVEg.`tq`n5V#d*IDRJcIs',S$i+bsS-CRAZ(dZV]Q:S-r6'th5*H\h4#EPD7%joE2Vc]NggV&EgQ;Q7(^&Ru$l!#sWE>l5+7etqg~>endstream +endobj +24 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2609 +>> +stream +Gb"/'CN%rs(B*Z.EIf=J__5BJ#I9/ZC03?7R?0[3VH$1.mR;"YQ>9!qO)^bp6_MJ:71p7nJJIBV^3g_nXFJM(3'L/7Ek7ub:If,n=?T0I#1te/7A@#%3PN#9F=@gc!ptA_0lZt>0D)P*\\d9pZ`^Q/11;'8C+#0,DdVhV$*J?D[Hhus\6XkDG.)eq_Sh1nL)=0^-qZ6l_68/a:4ZoaNjU=j4Er$@r:\==U,\2+DjrlHEZIYop>?W@77I[]E_47'$XTWUb?0c6Rh/`3p&mrp0I>$,M@WdbV^I*7#Wd_l".(a"lc06]6ng+?p&(8kKkqjMd#.]G5?Zq5g[n*h0,Ie?f\nLi!H=/6#neL?12/a>AOD&l9;+'X):H8d4tq/\AB&qL]Mq2)mO+MHTTFT&itljf:PEc.W%@jcs$9=bTgaoP^<,c&"9W3UcErT!LOl#=fR%q8[]$_dQ,[!_\9Vq`(U-.!ddN4UV,cQ2U1%9gBq`Sm453hChu`,';#7,p4>?,_!pP*W(46$DpD*%DjH?kHMU[DCfRj7N-9$l?"E'Js*^0Ee"pfR\>/J!1!)g!YV?Ld4Rte-j)O]h2;.lD!>7>Zb2ej%.ad&%;b42e\3n,5,n7ddBVD<[P6+c6Zr9Yc;F;HA:bIBPBo9ZYW8=LDXJjMN:Ql]rC2:,s/Nh`o)d,7rV&LH)mJ?;GiR,!gUo.d#J7P1VVe2LSkR^lVC+e=F_psZB`=2\(fre84RQ4DigD4iVR16LTPJ:F_sj_uK$PgUfM:'uQ5S3%`(6Tn4sd[>_'q7m&+!fip5Ce5/+b"gm&BL*&l4tpJ;Qr!HOjC7NBQd%LWtV/:mCAEJ7`AYC=d\YhhH2b:m?;\U_,RA/K9r75uXT;@X&,_]IXc/hZ:D*"*$V;n3?>(1e0$%9j4bc>[r.I.In11[SS7_Z9UIJoVm`\l&cO7Rf9_Wh9+?0d'XXT&?VJF)0DVsk]>Dab,W,7orQ8YdrWNsC2,@s82B'1+/_kEbHk(/]@JV23Nl%'C?TF.I1)1bO(6BPqHi5I).Kd^g;h?,RQ`;(3)Ra(M@@=H(uO3u[=WCuYSg!^3?]"lp68[?J25m(<<2?YNHjdk1`SHE2>]&!#NA@%^BKoL/-.I1Hs(rc^p%"3>skuj_"Rmcj/b\V$Fj3"lE:/.s:HstEL0ji:>$cidjJ:`n#RL-]D8T2GuX[%"X]/.cJV7QoL8^;5G9!ZTifb8>eq+#D4;WF?Ys.dRU;<+%HQ&_KP;$*Pe,A7qRCH9YXoQ1Q1I8;H*c`!/D/:`%ib72r0&"fN/h&Xmb4GaU5W@c^@$R!sd^`1:e_=VCeQ4p.CFT\+$J]_W2E`"a&[-/F4f?i[$S4n&$LNoMG%^]&IS%VN!7$2"SWX#d[>BSUr$+lV%.:9MNASJ)5S!0*g26>.FX#1tB;&)u*CUCBE5h]TlpJ8jjfD1n@*jhHd!L8,\*p2:BPr`jW'<(5M=(ORI&r_S];t#W"S87-fdQDT/mhi[ke>&dd(/;-.3*n2W8VMHr0$bs?]a3XR><2hP@@ahpnIA;HO?dmdk_JD/CS#8pXm`t*$odE3+BRlH':2*/'bSsT+jOL(t8B3p-fXr3Ad/$@^(/HF:3>K:<)?2oH9QR6]nIFC,b;MtlF6ar^K>tr;.mPq5M_Dmd!O92*`;RqnQRq%8giW?0=jBs_@&,s9a`R*e?cB)pf.j/\oa&&,>lbd:To@i'ngZl%.c-_F.\4<^UefAT$H#Iif*(j?q5endstream +endobj +25 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2456 +>> +stream +Gau0EgN)%.&q/A5oK6[-ak@.(hPAlZL\R=k[50VIG-_^ZE^:rr0d[21JF$s`IN#"1P.!bUXDGF`R0)$=ERo"ST?E'B#;f)uA5nI14h\M1aOX7>-FJ8Ai/6d$]!Ifr%kZCJ]Wp`9oLKET"._!=cV+/$jKA`O`pP)$<"75gI%ht+D>8dPff':'o:Q:\/D0C[/=80S3gM]gtp#1"i'EA`%A*ld)Fr5!(G#QF)f!YI>^aO.Lt"]d/Ym81#^$^7%*C'a1>)irA.Vj)[T%e9_3m1*%*mlSQ><9H'(4"cFL4RW[PbL\N/"1Su_F=nEQ2k76kN!4bMjY;%a$;i('lajhi9Yu5R"hh9>lcKN>2)Xlt^dp]Zp#U\C\aXP]^7-GnfSq>s<.V*^+6Btf16H[2.p0$!YXL*qa.hgEp6Nb7?[X"<_0pc^eGT1R9A-U?,TF]ae&[N=\Uc]=U^haOG4:uqi-AT]?n>mD8l[O(%ODQZWWTnR?/kaVi^(nqbLBaAIlRLOlH)N;^Pf`*mH_+0H[LS`iKL>r67LuFj+.!jq:WUcWJW8H4T31CV!d8p,oi/]8-<>f]7H@$L`$'HU-BV-t_/Q<%*/QPPk<8B,YA:eg@o;n:c:)FeEns]E?DF&TonU*n#P]ph-:AN)#?)JG:>:(ek<'VYOKq!K9tTM6PlO[6gI^Pu$5EH]BO']0t/^!F9m^9UNW@K=MV=/$%'OPj)OkW7JZ$%7qa1Atjdp[K1F8c]o]N6R9JTZh'b+a<3?84@S\!oOh9Ae"R/MbE.VQGH!\72f$G3M8&O/8C'Q1#h:jE/LSXBNJ+!5mhkr^$sgc7k6;UQ.X;#=rMn*YII1@FEbYWZE"L7>BJ3VNDa_\/LX9#4SZ1PMW`IaR*uO5%>a^1&_;I?pcI9'?c/D1l2JQEUoh\049`H+b>F)4l#=<]/HoPAWIt_?*"RIIPjOL`Xk>"6`+p,)`!K/Tr-8FL..S6["_#==L=*"e&Dq_Q:%I)7;>r%Ro^\P.Y4I.=!+^ujb&<#TG$EGUq&AMR`^o,NCJW$)Pls(MKVVj_VWN+p7WJ`gO"*Wd,',hI'DIS[S9!6"3]RY)KD6cg9u(e2*-\%qjgKqheA[BD;H3LrmBQ6Y7%3nk:)bA+QG]?RN+SKrT5AlG;[>K9r6nLS"@k^c98&i,)'fkl:NQhlo1(rZ)R3;"dXM40ek]ahbF)h$FfPQTl86F-LYA0OZ0s[`gG%!=Jr6Bm]g337OpZDm!!;>(qMs#,-"a2r$S\NU2o(%9UV>U03D8eW6.baKZQ6073`$;[:E]=-P1jBiQosk@m[b@$NLt36=S1Rnj;r\;E;YS`G@fL/SD(tD+^6iXIl?Mh/.V%PUj_&+Bu+-NM[0kT8[>0!Ger,K7-5g&tq9=QjXLW>dYj^i;YnS)sK![nhN*PG_n-a;GY9".LR\]1DNE`DD!:a0BN8'V6Im[U=Tsqd4[TYI[^=-L,O>jYh[LJQgZuR.0?$K$#mlfeNL2#Fpi9>`8(Hs*8g'RMgVU%A.60P,^:F8]R*`jDUPiL56Y,$_C_'GPYL*9V[^7lZ@BOBp91k_Jjk>0_lP3Uj)O=:FMR!d,5h*)UNe5\Q)N3T>=K'Wb]du,a_V@[-\#O!rKPm(VK>.D>iKHb~>endstream +endobj +xref +0 26 +0000000000 65535 f +0000000061 00000 n +0000000132 00000 n +0000000239 00000 n +0000000351 00000 n +0000000556 00000 n +0000000671 00000 n +0000000748 00000 n +0000000953 00000 n +0000001158 00000 n +0000001263 00000 n +0000001469 00000 n +0000001675 00000 n +0000001881 00000 n +0000002087 00000 n +0000002293 00000 n +0000002363 00000 n +0000002649 00000 n +0000002756 00000 n +0000004384 00000 n +0000007145 00000 n +0000009752 00000 n +0000012540 00000 n +0000015074 00000 n +0000017777 00000 n +0000020478 00000 n +trailer +<< +/ID +[] +% ReportLab generated PDF document -- digest (opensource) + +/Info 16 0 R +/Root 15 0 R +/Size 26 +>> +startxref +23026 +%%EOF diff --git a/linear-models/linear_models_guide.pdf b/linear-models/linear_models_guide.pdf new file mode 100644 index 0000000..ab44f49 --- /dev/null +++ b/linear-models/linear_models_guide.pdf @@ -0,0 +1,231 @@ +%PDF-1.4 +%東京 ReportLab Generated PDF document (opensource) +1 0 obj +<< +/F1 2 0 R /F2 3 0 R /F3 5 0 R /F4 6 0 R /F5 7 0 R /F6 8 0 R +>> +endobj +2 0 obj +<< +/BaseFont /Helvetica /Encoding /WinAnsiEncoding /Name /F1 /Subtype /Type1 /Type /Font +>> +endobj +3 0 obj +<< +/BaseFont /Helvetica-Bold /Encoding /WinAnsiEncoding /Name /F2 /Subtype /Type1 /Type /Font +>> +endobj +4 0 obj +<< +/Contents 19 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 18 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +5 0 obj +<< +/BaseFont /ZapfDingbats /Name /F3 /Subtype /Type1 /Type /Font +>> +endobj +6 0 obj +<< +/BaseFont /Symbol /Name /F4 /Subtype /Type1 /Type /Font +>> +endobj +7 0 obj +<< +/BaseFont /Courier /Encoding /WinAnsiEncoding /Name /F5 /Subtype /Type1 /Type /Font +>> +endobj +8 0 obj +<< +/BaseFont /Helvetica-Oblique /Encoding /WinAnsiEncoding /Name /F6 /Subtype /Type1 /Type /Font +>> +endobj +9 0 obj +<< +/Contents 20 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 18 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +10 0 obj +<< +/Contents 21 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 18 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +11 0 obj +<< +/Contents 22 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 18 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +12 0 obj +<< +/Contents 23 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 18 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +13 0 obj +<< +/Contents 24 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 18 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +14 0 obj +<< +/Contents 25 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 18 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +15 0 obj +<< +/Contents 26 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 18 0 R /Resources << +/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] +>> /Rotate 0 /Trans << + +>> + /Type /Page +>> +endobj +16 0 obj +<< +/PageMode /UseNone /Pages 18 0 R /Type /Catalog +>> +endobj +17 0 obj +<< +/Author (Claude) /CreationDate (D:20260626073251+00'00') /Creator (\(unspecified\)) /Keywords () /ModDate (D:20260626073251+00'00') /Producer (ReportLab PDF Library - \(opensource\)) + /Subject (\(unspecified\)) /Title (Linear Models Deep Dive) /Trapped /False +>> +endobj +18 0 obj +<< +/Count 8 /Kids [ 4 0 R 9 0 R 10 0 R 11 0 R 12 0 R 13 0 R 14 0 R 15 0 R ] /Type /Pages +>> +endobj +19 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 691 +>> +stream +Gasal9okbt&A@Zck#A1X`q:-+*8>;@Wg%Uj/]V1&0F:a0`'Dl?YO?uTQ=P3i'p=^"cSP1L4>WZ*Z!g@"JBnOLr5*u(89/+$84Zdc9S-ci:.Q7bOMr[RXT]<*1;"E>V>u&HKV9Ffa+,k$;$M\p/OTFD7^4':8H@Y\em;hmu4X@cb\UjQ&#g7*<)#'kpoVF2jZG%OCMC9rLQ[S$!'@q@n@N%a9!`SuPo1a;1"'.GdJ@j%HefsQps$csM0B&RmnOshL"3^22uZV=BJ(&Zu^_jrSd@B1/]D3O\n+c<49Dd;fKWL]00]to%U;XIs-C=E)*[ETH*d@HtAs)BD";g5r:#4KiNCLQjJsrb7pkB@\+HYLBWTA<.r>SFI))dI"W2su8esY>Q?r42$@U=7YjsejVE9JcRY6^T05uKkCYocf!@5j"hU)mN$0J0)CBe`\LB4UYS7G3k^+SZ3,^*nj~>endstream +endobj +20 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2431 +>> +stream +Gb!#]lZ:NE&HA?:@f$Ie3o]T"c89*)#n.i/']LQ``\YiX50!^f*9j!3%"E[!:6.rSUf`;u:-sX%Z1%YYhMDGk-FfAM@6e[1!EiYMjSDE-4F(Pnl/ll8q2>[V(s[TstW2%8(T(K#*gig%[BEid)B9QNo851Ms?F0pq2Z35V"]^uFkbd55i7ad-VKCkjGLGrZtHhMNnl&g##NO9,N!CC7eM0LFI35WN=I\JD'gfWM,DV.?o1red[Y'_;hFSXgC!4F$Z3/PXeR^#>pTA-Ah&oFTfef17b"X&8@T/fp4<:@um"$rVgVTD!S]FA!Vd`"W59`NAsE?d=idVigGfh6S7@J'`FD$W=`c*N$+c%;Xr5b01VUVr[KH$1*3g0UOHm[H-$o^08FH8s:Zp"!'Ec'Ni3ogq.o,*2jZRm7-@bT&0W\q,Q>.J6?;6CAc.Au^sr,HM`eF4.]sA',;Wb*W]6B[i@%3!&T#irjNeZWJQTG,*`3Xgh0e_q(;Uj!Rn8o(YdjcG0P;)kYY@(RWE&;D=>:j>H=N'oXaaT2BN#\JpWoR>N9]._0QQ>(o>uJ_=S:g(g?Y:^4-#7clB"7k3H*V^":m"T'mE@lkh)IEuplnQ#2mmfJ_RhEf%VpXi*n'EIX%t`6ZhK55Z`b".]hcBY;S!+oR:[Ge?()([WsE_I`W\bHBnNnfDI@;bWa^O`gFg!(`H.1]1APo4g/\.]&KM3aEAQ+,KW'&GCl_AO"Z1o)=4u^[90HD-$VJhFWLg/&!)8HH#YMXSA9dPD>J'_3rcH:#MEP^5g'u*Ztk$9);jJbJ&;``2^RD5nSa"bkp+`ArWI-PI#(b287V"S+N1(7<=adnl1pEWi'JVg&DBhdCA&((Wf_NfkQB(Zn4!pD"@,/B_]O?Lo#.EF-p0LZE/E;ib6Mu^!?j7\?t^(:`7cdV=iNALsteiE*WPToM*hbn+2SJ(s0BQPZc$\RZf7=E!P:1h9^.MD&nkA*VpJ1QkaV/#.K,<<>hmT9`[SoR[/!E9u!GPD;&tjMH.t>@D0EY$?TR$Z4L9DZ%3i]FHZ0-'oK*5)!-lt!7P$>[7DSleg>HJA=Y5t^P:X]XO,c9cgKqs*X_S0u)B#FRmEQ`X,HB6?n?&3Gpo%[^.jh2fEgnLQeP!`X'B*('^fqE%fCt,tC1QoD&&Tk.f!.p85Y@E=bcKip[3'koIVfb4%)"L65K"TO@.0F$'nc@k.=NNcS+0q_H&9SnGC'h[s1&*`+U=KYSV&"?Q3U9>QNX"TcTJ'(Q0dG:qfCPY?(j4ruAoKI[s2qVq](AM)QJ;heN_9tkVBD>;U]*NQd,/u:Yti7WUL^3'YEOTki),p_*VQl[0=mj%As#+]n)np)?SRCUCNp`/=-0O"Un:4dal>"2^Le(r]2R.3^(F;cTA$fX0)B^#^Val>BWk8KCJSmLP$F>>#GSoYP,D!)T\KA%1$FD)YmX%t$/ah@5`^aY7!:Njsi#c,%"NC9#(5#YE6=_F[4VN-I1@#Q?=\/SD6@3r5l5:Ru/*AGh#\7n!Db@bL1p"9O:8u/L%4`q?oT%:=P/JPqQ"hlJ-W54mJh$[Z[(:HSH3T#[@?4GOjOY?`2Eef&B_p>q'?C"1Q4AUjIJA96f.+\OGe?s_oV=0m+*;fo[bVr#~>endstream +endobj +21 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2622 +>> +stream +GauHM>Ar9;'n5n\38KqD>DMA>@Pe8"Lm*h'7@RKEp-C>g2%mGC3=7dRWZjZV^R65k;A*Q_E/Pj)aLRl-GJ5l=aM^;9rCmWnT;H`-d3?c2l%1JFNHRmH79[CjAMelE99V?LM73uL.0_.8ui8pJ<'S$VmYVSCON7k*&VOeZd.GP#9mgQVqF7V"PtLs=Q=&P?n=*be_Wi4HhAB=4PWkHYjSSeGI-c1C,">ge4*Ua/i)WuZ(B]'Zt-r,6oqp5b`j4KDR.o$%WG):]q6"KaJB;G:(qc?V_!L=J0?4(X"DZ,iM>^7hW1+u)kPMGCgtNlfWPa.0\8BoRl.WlDcWnLaDmUTBrRZ/c^,,YS$f6le:IjOhT0773lhH'eg#O?.B%NTAh[N;!_WppI\,'3Y*jrR:bf*pfts&m0H%/!+3p438pFr2Fn8gsV@"YH0@,L?iJ7k:0rU.,?b=e=N4i9RnAe!a>qgYpdV,C#@J^GWmhh(C]oDi4X@_oHT4@#R+HP7D,!CH5Frm<4'p#5nZ49J6fk^mXT#&K.J+fo\V/;D*kongr7o*T'_u9NukelS5hX;di_i=nHjc><#[3@'-.3cf>#m'Ndeen8W'kkq<;c.R*e.f9laE0dJ,fN:rC@ljO1bWl(H10ccYVJ[#=GJNmC);%IZ6HSoGrDD8g+Z4Z!Mi`E)nkhj!ScK:VQ8Gb$Q])KVeV7,+U/bI;"Tr$ekWVbiG!rPSKjqrh]*#/2+\C^7almgh3Q'GR$.[$3#cWpF`Q0<`QdN-_^$lGH>N*0mf$i?9sU`E]3+H;AM(u6u/clV"ge;Dc[9L`imP`Ls+6,\UW$/_.E,4j*1M/!'q<&.\8#[(MI<%DNSoWCS0%+9l?We[M;)0UI1p0R!2fURI0ep&1;h(k"/O&DJd&S(kWqF[TBaC@r]KRCepj5GP%aVbpMa56XCPu=6t^ElN.6E:ef1rBWoe#f,"\Sp35%9P=Wq[iWq''sIc$DA(`VPJgaP;oI^"5)Bul8Z!4BG69dH2:&VLBH8[Q,kPBO]-Z-fG#P5NrgC\+u9R#='"2)[tAR\lb9m4D',6f2Y@F(Pb0.+>6dU1Eqjpb990#KSN$C`6)k@R">&6'iIkP4)F5($9B4Q[Q/fe7+LgHuIB+@SC^kQZEir@7A[u0Qqd[q'ZA(Lu+D$t6b:Bl0$4LDE$IL,+AP'tRN8#O,ZXWi=/0I$!Q#[5-?WQS0]DimTeLBY_fmBKfPh-5!*YK>IVF$\LHIp5Q-sZ)8mLL]?#jPcE3mB?WQagh&d$gQbmUPjFW_$dM3DGFfL>08Dc;D38f.hm)jc,d"ibE%(nhK^=si\2urmG9Y:m3_gQGBi)4In:Yc#TV`0.(D?(g.)o.XY!6a!FPUC;i_ADJEWp/dAeT./\%dVEhE*F=U>mK3)[M-'>4rV#qTkkG9(?+6#mM14FmpbY[)%Zf5RNPN?2=[p/NQ3Ri'-HVl#^#=T`p0V5^VlRCnO[`6Mp-U&qq21,4&]JQAP?"cGg%2HF*lX6Z:QH<.5X;[+%#`dj=WkR0O0YiYU#V1'-29dUM"^#E^FmLD4!mk4P_MYu+2jGQh1lTAK&C(#?OEd0([^,#MmTXYTHL_U<7@A52(gjH<_4;F=a>P&a#i#^4PI20ceZ=LrG:!&;%;(91*qnns&LCb7t3@j#.`#+m8L=WWt7U^:!?)And1%_/B_I$BA@,CN"c1o%hhc/)]s1VIM]-V!2R57uIHrS1Y;F]#QbIZUd,"EX22\\.n(&2G\n:]5;-Obu(9!C-(uc/C4Ydf*4AFStIZ(.ak6_ZK&jD7IR0P6?B'rnJbp*9V\-*M.tX-ICQ%A(9&:$Pj2AJ?`ebtAb,7\s2qdJ!F>X6=oDWV~>endstream +endobj +22 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2607 +>> +stream +Gb!#]H#MHW'*$j]@Yt5H'$)ou_g!Vl1q(dSD%-)g5_m:OOK"qa&-SR.-LXS`Rfo^%N55iiPnEIQ9ksIJAaMFUQD@d_pj4iMM.#7?!Mta^l%rWNDoHkk'_/gIem&Ost'V<-jeQhQ-qB>/kJ,)r+"tR#]ldNbChL9V52I'rSH_2,7hV'qo_Apo#*aYWkA5J/OCmdA9b&]Q@g`8JR4*E_2;5lQd%FtD`l"3lUNo*]Z7s-.l[sLQqOa5I.d#i[Wo4eH_LQ7EU2C/=jsP*l4l93.E#>j;8RBM&jID8VN,-j%X30K8OrQ6KM/n%JgSWH*]leme?I\L+bJ[9M3nk-L&"ekXr]sl"Eb1$/X=gOo>@"se?_P4g=X>fX]t/r%EY(6dP3!pNJRhsF'elSLN#uZg\,Gn0_$tT4JeNQ*6tdq`QV5oVia[SsAg:29IS@Hc/&%%ZBc-Fr;(2%IQBbLDR/K80bX+)^:!**6MFiATjL54k>2u9/140r?>Cgrbb(QgVDC,s0]I)onKn]'V4L_fQ.q[/]0pciMHJ2#pn89ho(a&O@8@kRiKF'A;b*0Bhbs2ndI8XD$6j8k3+A9)<#Ua*0Cn(;4WoV;5TlLW7lHZgutr(Q)=#eq7$_2t,\TcbJAQ&2>(%R*HjF%<2^VpNNe`OarRrAna;].8L>1'0?@n]\;K`e%n>U*Q.SFQRlh$g6$N2*PLMg,HU>8i?\5NL@]a;Un?HT5YkW$i;9]E=dZDu2?]So9^o!jhe%&QQn8"Q5D8I)=g\C\mjJ`hEN`!K)g^#=:0/CCKK7;;R2LJ!m#na[W&6*S2\bpGJfqW^^STubUg#Yue[!a4(D?\mA`q'&7?A2VT..!DPd]G3QNibr-1Gc:.ZKdt/474XhMp*Qb`BTB2NA"b;fGFq9,.=l!/11TFefI%k:c2Tp=h4`OpQ6oM'mA=uSdhmfu@hcs[dGmV"["XXf39F0c\gM#t3;J6#=tS>VqFX.$]:;)DK<:@F9Z\RU+mW8)-m8[lk`5e&#o.0(-:U*DlJj-3iJ(HF74Bu)W%rU$;jB3iWP'#.X\3DUV&V>6gF`ME#o"CVe&e)")#VSh@8Pj07!VpC/48m!99A`-I1YFrk90$s,9>VoPOQrO+:=hkdAN.pdQYTHZlk6NgK8rb^RoZMqM2Zj,D93XlIcfDkr"0A2.^qYb`uVCZ`pcH$_d=,@ZqHnqdYiWGfM,Ul5Hh[%8QU@b-V1:XhiuX)TQ[r=GYoCS]6K0-o>4%HUH[#RU'?HOKe1l>B58^&Ibl4gFbKIEX"K?ljK>#OV)^;iX8n^8*ol&a@7\;SF^DQE4V7ED.3)KTj#d9^/?!=4`uO!n*SR&$/q\_'Fn"Ng-V$!isn^ts-_0@,MruX3H[V%I!)I<_nnM,Yi`$)7C$3NJT^MaGDk*u=B&oE^S0f-@C_mo=XWMLV!@k$_3B=kdj5!IfMh&7ZG4Z2$KV]E+8G";UDkP:WK%XI"a%a5DjSlNE8r*l`iW#r!NRVB*\_EN8,1aTo^=T[I&E>s@$2jW"HTGV3\7Hj:4'++E1Qae=?f9r=sD*)R9igcV\?)T6\0L>(&>F9A4,'l_']p+#)163H0U(]oi*/"Bb&?I-eO/%H6>rQ*@]t2_Z=dCMedKa30?sF?Us6?]rCNInRE$[lNn;Or]TYDZ.(V"<[]=/8W,:#IG1IjsJ0&<3mmK4_Yr9Dqq#d636qRgP5@@(+iN4_3.S@ef,qCmtCo;*Nd,*Xd[TWO7Z(OChHh=9D9o4/"u:$goC.r'I?S]P#FdtdT"FiVkPXYodYJ/27cBsF&pg*WD]h%CT21cfB!f$YHd:WFCZW79),%/LW;XVWpQq&j(E'&[XL2a0F[!f[M[F5N&Oogj\j?f^hl+.q*t&3=gd&!?3=^%?6pFq[I>i5r3B]Vb;^]Wr9ahJ=Oqqj#uuW7%)84TPQK%bll*gjcB%06g0H>>G.(Z-FMd6@F*W>Q(.HD"EG7r"1D2->!L\m]Hn(>SOr.sJ[&RPqOrCFGQdUU4Xf5HRhd]tlWpPnIH39KkFB4@<19`HRE0^p/&@ba*Iq,>HiDThb;M<==k;.7,?[$OPI$mgo5c)V=k0ru=VC?]Ok:9]o5rJ8G[0Ym@N*g,kgW+K6p?Y=YX,.RCQ5ZUla~>endstream +endobj +23 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2321 +>> +stream +Gau`T9:+DA%c5O8^og9kUPO4Hk@Du;P;YF8Dk$OaDS4q![*;P_*E!s1q=OojLF#T:1qc(iE\\M(,RAbt5(Fd6i*TrBV?OaG$[DZ>!-)GP!ohru/De5Aio]hABib)8*KVO?+GsX_M]@?Gn2"r-SZDf,"cu"<2:_BG\\Tp?b6CXcX2$OB<*k.SM%8,a8>bki5[bumpW3Aq12HJO333<<,u0>bWNP#P%D7i5NE7@V%iJOp8BSMis@Yk`m6Pl%&3q@qp+si5Rk*5qF6#sW/;=si[N.D",PLm(.nU]M.tU\BVgbbKg,@ZmVFK>/n8\=(i2Wi-q1sdNnWF]Oao=$TWe5>G.ttfF55/=AYrCOm$D&_7i`P^9U,-@Z$]OjWMA!oTHbs#nA%`]<6us\j4+lcPY*IfI[q]#I-Y2Ulo09\%qS"E*MLTZbmlZZ?1`_6rrm_*d6'gK$WipVK^dfNDY&B.Ss>HC$NZ2`U[&D57GHDFpbB#Gf^=%YA=R?\+oF@\MF*^V].^PI92>b@pRWG3IENQSGib+nCm+Yln+V:o_Z1Z+s?;q8'rsYj/Cj4&-q*%;h0_bA!#H:mM5Xs4F:?r]01i)0e,iWLmf9EQe3P#!7tAaPl`2?pj*>/L[dX%-frs:a+):[bD(e[;RK/3R:-B_*,,I']6Uro<`0Y$a5'?1cb912Ko3$QS*Fil3c+SXVCYu\_*?C2Oq<#YJ,]?S>`pLe2lj432>8%jhf!bb:+bRMV*.Nd^J0p]1em6gUN@=)MdSiR;"?$RlUp'rjRUt4E'//hE#qET3SH^^@u?+\Pl8>tfp15l&^gM7$Ou*$/_pAIF;/,$+be4X4\'#i+e-?YZm;ZL,<98dbgi,mHtL9GHU]$"59+(/%&C:i6!#f$6K9B>jU2N\fKB!ZlaH5+28P'GhFq110AT;!Nmn+T+YfoV!PE(2?&g*-V2cqP

N%f%[$DA@j:@Eh3LLI[!>#=k)mYF5kD!m#b?GIhFXu>=-kS$Ig)*M,A.c5j&@E[_t9"`(*DEP%B9UQB"fOnN6[N@Xm;VUImU46*NVJ?B!;_VO0o)^QkD>`8-G)'%^@hXgkqK[j]#k,Kn^5b%XF\\cP]r.dc22sp(>dG791S^"dULjB8"LXB)qub^<4d?n4@8`bdD7,m6%UGE+k!T&d]lqpH0t[+MBBr];%)REM6:j;/kY^-M5q(2d5."sJ_tW71(%Bq'Un<2u(D-50F7`C<=c)MW2i+6,%WI@;YrPorSgedIW(1XH?VN)Lm@DrG\h5js3ng[)VI%X8>:"2T?\+WC%!&'RfUM0bN6-t9/Q8RgXgutS4Nf8Wp*WQbr)J6Ycsa)$&.Xl[-@C(73&h?HZ"`_-2@%%)DS=GL5@\4Z\"E1;)]E2_:)o%onLEBcVIpRUV!>]Y%FB:PTeCARFDn?,cA\&c,Z^F&/b_4tCjV%p>k_@4/I&WH-6MaNeh!Qk>"EJE$8<,BG&Dd#1pq/pr[NNRS0E-H7(uS1[-8@p0f7^ZY'$aM%EK4)J7OeaDG&ad>9M32Z0`+J=?R'k\"LYNefcoL8o-Ae#[(la3QD?1-W$3-]t"_=%0oV`Ms36#o=;TU^s-4aNSH2~>endstream +endobj +24 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2402 +>> +stream +Gb!#\?#SIU'Re<2\8Q@f7j[h>WB`1SD*#&FL:,:W(LmG^d5EpdE_/MPT[\\`Y#k!l5sns%\m\5Ms9"G8-t`2`%,@j29,!>htou4eq+2hfSu=LG=`micl\7E?@Afi]&3Y#b3knA"S?/MMN(\+QmATmMgE_:u\ukke\VU,_t%`B>gBu96RKbp9j>)9.:#t/7+!&Bk=Z0)jW`0637dpXW*pag&1E3>9;p'3XYi5_1+J#_,&0)b;>^[`L)%kT13'T*FT7j<)/7f>G9^>@(b*QnQRVS`T8Y;9=8gE'MnO(M``L6_([."QV+S9L^_X3=QTq1BVCdgHG70+Z%(2=)(D/90=j:DJA6T+3?o/)OUI34#(?sjnI3.idk>?/"<37N!m:XR.=B-l$>3tb)H;bhF.V%KO0,qgd156eX[(aR+H/e_.\HoW&cEOU5J[;j.13hCpc_!88WZY@;.qjfK51gdpjAWAddLoc*$NVmF*)0Y!HDa*V:_d97<:?4@$5;r,H^$B>nG+7kHgSD$D(rWP)QM.kJ6Q=<$Q88F.",J`2Z&t?;rS6DB:7]'9,JhroAfFIsRce;(SsM/i,Q%XjJgP%&@K_:nMW*T=$IiM/_4bY"usiX/k.:mJB,OMPtu,C]QP.-1bY12%70-;@1&(CG1pj4%;5bgD72^PgT\g'9X3!gYC[/FIO,$DpO!HDqM6&T%/G7(!Iss%"=:*;Yeb#5tn2/$(7Cj;Dqh$`*Vs4p'p)Eo3=\:gD!kY[s(V]A!F6[+#1\SMJ^-blA4aRA.77Aljs]ZHKRCt#DsX.+.;qUqi1`XEKIMqd'V+eD^CmD:"X-SVZ=_GZ[oZ/InKTPjCPnu#e2HL[uWhak)]iik).*tKde9a?Ng^mhkPkH\!,epkSHb0h-X?3g?:iS(D`[:lOtiY.&X8=e);+[8oMHZgA1DC`6)jOp(4l6OJp'T_(MGM:jn4n:@t'oI(9_JsOp#^;tDK)6:p"SRN$U5stHS^3!]QFXAh(UbMumps/6:SL[4K6^Gu73S_CCct*T\_@SRIdVB-s4Op:#]mWu?oF??C/_2e->ODq$aaW_0*`iP3-[d;GMaVt$+f?t`"q"`r=$.1g(mGmWCRRoDHdl$09VY91m<`3/*]g'RL*g<`12J*UF8BEZU0TeQY8()Rn`HXNlE6m1iEQ#)\M@8_L05LI"RK="oM+g^>s6W=WCs?-WfI%*m`->%6'c4<+o^3IGmUX1RP;N6BQ#X;-Ae>WmW.L7*c2iHe1Vt$;$o/I$ongEq'_GHV^p0aLA:6'8I/O3n6M8<(GZui8+eB$866tI0'8Ln_b$-lV4U'FH8A&FKC6S7.=](@peT9[4Un:dFA0mQ.qZaj2_XKUbHA^7E!L.*Af$=I"j+DD^BZQCdK_nX#-l\CK=]!1\3c^e.`N>ef_E]n\qPaZQIq@Om!MY^qBIprpYh>da8?g&#)udFG$fG!A0nYjfohTd(SJiOa"1Ia6aAB#Wp]jno4@Jo).H6@J(oG?5q#ZLi:u'rug>Trgt(+%u2h-pYl!o#&!r;+3!TI~>endstream +endobj +25 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2460 +>> +stream +Gb!#]CNJ7=')h6*Z2IY5X^Ha!HCB#SNRObcR3_L5+0KKE1^-L-,uOadbNdk)Ii%$1UdW@'lD>Rd,a*C'(44>u"Y&+!6d>XQ!V"nS>eHdr*Os4AHGkH*?f:53m)'^C>'^\KBcP(L`t<;YRpnU09L@Kp+pWqipg+BIG'tb35YTLEh(A?:V`&PM^k%U]J7+IeECSqIYep`;X;b(\@:[!Te+D(p1qiN]g!)FP@&)FZgKOHJR^[10eQeCSSK`?LR\$bbq+*bFnGrF^AdL,`f:_Ln$W,(lFt=n?+FV;`s#Gq,2G]Vnn<:M"qXlPWK2YUCi70&b(-g:X*YHQ8ZqMg@@dp6%/ZOul$1\&VO!o+/OZol[&`nOhf@FrK&r/m:R![/upM-C07_EkQOcZUB=;$c-THgY._73]A;sP!4qeMTKD\#M/"Q0X.UFD/^*a5npj(M;*mu%6g_.mfcPp%h-Pm*,iIJK<8DW0Oa!rNXs&o%!jnElfl2>@=r`aX`AL'k839=4[/?&E]$MoL>$kNcMarkI7p`/jd0o.O4&sZdu3&&O,*WHL-6q6f6@o`&.e-F.T%&F2)b:BTlrAu6p"JB9+835-5=4aZ\(@)dsl[2lb14GA:LtjpU>#a:3Q_KMo(gQFOENb.L.23GGm4R*aX/$O[2;5?Z^roD#*>"AhM.SmIu0(jDGT9P/2<8cqqj[p61c%2PARc]$WBmsP125UO(^g)Xk0+RV<:Vch+S]Y0])X)9i>6^ZDUkO^1IdQTMh;@liRp-@L2t_BYrS;?O:@tApU=$u.2abs>ab0N#p@G6KK*-"8]U%s:P$O+:OUKk2P-9f6m^k=,Sq#&mE"3:l+Tp<-".E$EnS"?]X[6:j&nYB1VS1QAfo'_E%o2".]FPHIZcB9KV3QWY1c&q!8Q=GtJYQ^6E7k?U.:d%Qu=t9\LA?Zh<5(t053\^@;S"RgiT\OF3/^E,OB$2b?rM.4jYCAh+gQ(!tM8B'3o)]CrF4IN6E+'n>i7mQs^Z*"o!*H!E$4lTHE'R271Qb)fV@(#8gYHAZdm"01%YoQ?CVr^hk3)(d%NjbKFkN$@i7u.WiM[`J&/KO>DV-Fg/E*'.3M8g].<>-TsO7_Z07kV0*5:d.X#l;'KAH!01QQQ#(rKsU(_Qm]0=89>sNH7[&"q8h4gfrG:gaUZD0!T)3"d'*'bP"/0qiRLfjY\D]B%]dX&g]3ZM09NfZF8E@'=)Su9S`dHO77q_tE)pe^^!ua:;]d0Y4e0WSm-K;cfoQa+s)H8c4/-WJY_6Co/M9C&^Cn<0`AR3s[7W#ZoMV?V\IoG9B6eEV]'Vn])8r(m$Pk/Uren:Z'SF6Gm7m1nOG_VI3r"'d@b"M.s\IU>PPEbbIlKtN('DsmqgV[Q%'F8osJHc-f_1T]6^?h)\,ZH*Vk4MbSR#StP\endstream +endobj +26 0 obj +<< +/Filter [ /ASCII85Decode /FlateDecode ] /Length 2274 +>> +stream +Gatm<>BAOW(4Q"]3%nLZN^XW>h7IrG\k/e?]9c'p%m-4l?kSV6Ob?&_EKo;YpE"kEc'DmCc"Lo+"EbJFaOO+4XrG80@+H%'c/`dD8V`)@7pko?HihDP#cB0VATq@YJ5NV\,.afi4HghBnZ,^he^W7U/WDFS!KQ>0nTW/Dm$02:'nQ@+WmPfGYIlG!;QWh>bnM_$.nTTfR(ca2&Vk/[I&$.K.ZO!DQE=(?(L3Zho/SIK*cq!R@53P@*sfL`C>$Dn"@pt#aH]d^#QDb[KQFI-r#/rgkV`#lU;&QDYdHM-E?3Yjo]mp4.*P.9:H-A\+2HI/-ta>3]W'&6BqM6X@qjtj[&iV_'bH9G8QCX)*R^HKFP"1LfU%.K,;deXZ]mRVo7E6-_8cjho/o<[5-]u"C+Sted*nXs=_L1Fr4I](or2D8Gn-fU@2Oeh-:NN->Zlg`,'Y_VO,8GV9.7?fIj3oSnA(Zp[k;nLimL5.S2-r!6'P#EMT&K^>8Qk%h2>6sS)$-s:R1_!;H,^5>d`=Frog60/e*r5"i%i*f:6SAiP2VaW`6Q8q82I_$g(tUg7LCV*:eG/Q/(;O(c"JsM1K=CsbBKEcJU2!SBFU:^<[OPS^q3q3p,VCM[0MEG?i7%D@5eLcM),HNYPq%QN2=;@CZE]2h)Z2CZE!,un>3:c9@#b;cntD]-.,cEHp;9d@_1:lIT&uF7*<3N&c0JlB46:JOdR0Tm\-"9f"-uf2`d;=0q.XNL6^UhU`ek4Q#C"0es-Qf1rf[,?ilAVKp%%RsO[S\ojTVKYcXNo#=goauG!6NArfH#C]Wd/Lg-j'LekP'"+QI_QlbZeI-O%/&0rk*3lS+?n'q-YPE;]9MJ!EgkO_##XZ902@%sc4sKIieo_B1%%"Eh-9a%>5mX%-cd07Q:#Mt?jN4]-P'YUHT2C\RUnL`$L#Qt-Uo8m'1L0,`A-2*^BY9Q9=+\gM"^@2SDn-q<0T4rd7Ni)M[-O-QV#'a/4#^TO?9:o'+jB:Y/moKRnds2#F@mhrJEVbXI@GkMgc2d(hZ3Zd^u]B+\s7\f$k^TbVl^HRUaVZLV6d>$'[[UK85dTh`8IH&^Lj/jpb=Fiou[!8Y`]*.+rBZXdQ$-g+LG[&M1Q=fc_r4Y-d5)?W7c%HYWZY)eMZp&)k5VH[,_6d*GT]bWDjGteRF\Cnh99`B+b1"$W?i^Jm%)hH4m7P(cRiT=HHhbpdc=.OZOaBe?4=['?N]N\P5~>endstream +endobj +xref +0 27 +0000000000 65535 f +0000000061 00000 n +0000000142 00000 n +0000000249 00000 n +0000000361 00000 n +0000000566 00000 n +0000000649 00000 n +0000000726 00000 n +0000000831 00000 n +0000000946 00000 n +0000001151 00000 n +0000001357 00000 n +0000001563 00000 n +0000001769 00000 n +0000001975 00000 n +0000002181 00000 n +0000002387 00000 n +0000002457 00000 n +0000002741 00000 n +0000002849 00000 n +0000003631 00000 n +0000006154 00000 n +0000008868 00000 n +0000011567 00000 n +0000013980 00000 n +0000016474 00000 n +0000019026 00000 n +trailer +<< +/ID +[<8fbc323dd5002e5f7e65e25dbed6d4ba><8fbc323dd5002e5f7e65e25dbed6d4ba>] +% ReportLab generated PDF document -- digest (opensource) + +/Info 17 0 R +/Root 16 0 R +/Size 27 +>> +startxref +21392 +%%EOF