From f75db6650018d63ffb0dc68e7c6f53b45132d285 Mon Sep 17 00:00:00 2001
From: Raymond Chia <rqchia@janus0.ihpc.uts.edu.au>
Date: Sat, 25 Nov 2023 14:05:53 +1100
Subject: [PATCH] create_features update

---
 .regress_rr.py.swp | Bin 163840 -> 0 bytes
 create_features.py |  29 +++++------------------------
 regress_rr.py      |   7 +++++--
 3 files changed, 10 insertions(+), 26 deletions(-)
 delete mode 100644 .regress_rr.py.swp

diff --git a/.regress_rr.py.swp b/.regress_rr.py.swp
deleted file mode 100644
index b9d193d7bc45e7dcf393b69926330b16d789ca58..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 163840
zcmeF42b^40+5blY1+ma9px|Xg*x9fdb^}rZi-Z(HNr>5iz!JyF&Yj&Mvoqt&Y?4ik
z1;t*mD=5Ni$AS&?udfB$Yr%pA3s?|Ttbn4Z!2kO@<=#89Gn-9<1)cePzPq=acF#HY
z-1D6Coad|?IO~)Z!LgZv6u-Svsoy>&7wYg?PfDd~xv9}{oowTG`l3~9&R8}7<Q1#W
zJpGs>j_l}q@xsH;tcSJw;U?h2msCb4C&F^0e)y{KC5Nx7Rn8AbImy+Ex%suQUM<#g
zjbf!de>7J*ycUjesh+LXGS#V$5p-{KbD*08?Q>wVQJ8<s!&65r7#x_>b8xWlK4-Rf
z*S*@!fo=|TbD*08-5luVKsN`vInd34ZVvp%=0Kx*XzE^`?t$=t1iNy)8|>n)>3Bcb
z-JL&({||-7x%0>Ke-)(Nx!gS(HoEf%^Iu~LFL&pA@P8iM>CO-0|7v&?iBLNB1jW&C
z=MUky7cOz<599cB_>((VS^_wU2jNoc5uh~Z-1);fek_c+bA~!ni{Juxz7NNG*3Y{0
zy*XAKUvTI9axDMXx$}VI)8H@e{9uli#>E7p_#X*+=9ApH^6mgQ)t&cnto$jv^En(J
z3m3ZcLpWA=|Le}>b^(0Soj;0Wh4%+{KG&V^N5Lun{T*}M`C~YLA`H26J&V%#EO)N3
zhT*mD{6LQ7=9lhV<*bpNUCC61ud+~?9qrB!<#;JP)t!^9)FJRjcg|t=*Uf=$4s>&%
zn*-e(=;lB-2f8`X&4F$XbaSAa1OLJt$mLV1FCi@dL;^EHv1B_Pe;Ymwm%>Zo*)R#~
zVJ)nNWiSu=V1M`_LiX3;T6iD40;+HV>;r#ApuP*PgA3s#co6&$;r$1289W6Z3H!m9
z7zDTk&V+s8n+U|uhn27={GLIC-@!HTba)EPgF6{~_%3`DUJD!G7`O+4{6p|Ycp4l5
z4}#s`=L|O71Xsc(uocdPVOR}&!f%mfe*<rax4{K)2CRe=VF5f2{))_e6MPH43EzOv
z!PW2{xE$6&4vv7`;lXehLi4ZTJMba+AY2J=gEzoS;JJ{82f@vZJ^UQ5hgZRiVKHb7
z<VZLa4uC!2P6}3ICH5EatFJFsYn6@lU|~=!H&VK!U!hnE%ejd#Wlp$RZ`923eE&0N
zi)v$5c_U>`Pp{<iL9Uz+YGI>R3^#<qx?*KKS1Y5mVS>yAr<5CEty(GN8etu$Q$aXU
zZA=A?;zSrI9VVQfo}N@bECeOO%f>-um8x`MA!+H45<WCwj|-IwA?s}3y!9J%wXu5N
z!ql9=Bq^V3<ZKE_*kr97Og2WdTntULhXs{Fp&r_Yw}-({;BRLNwaSFt)f>5qYPww6
zn2pZ*g88vK!ko#ed9WtmM52%~`jhU99z5XZBR3aaj+^7vCjE8F4_D?_ELSHRk%ypB
z2}UdB4Pnhbj(N}q<<~C6`SVi>qNNbY{KYnedT{2N#gR`1U8<mlV^VF(#|N6#gJ%_2
zqmngl(#agAAWTHb%x`3BVYQSS4bzRy#d4uCq+HlsDTf(+_GNN)f6o1(#^xQ)9v_TJ
zKw~pGQJrdRHhHet%w_U`%KuNy#(FgzEf$Jl-ejdohpPMZ3~clVJpM`&sysYp#hKZ~
zXPiDv#R*1wbEBi#O}+hrIhgVXn{_ZYRjb&0=E&SMN1J=s#x<uuST>wpy>xididCmC
z?GIM1Iyt*+IHjUg6)F_Rg5pHAQfmZHK4s;SGoG9sKIL4T`IF_REL+nbC`rqP`-3Hm
z)-1{{Ic0T!aMEfnoX6)N%Gwpha&dKKbbZ)ZF<EL9H%PUs5uT-g>q=q&Hr%zl-)~b{
zU$4^5G-|nWy-=x57)7yqrkX2<rA*Dl=pP}SvR<my8qJ))x{4avm|CSvVa>UisN};^
zJ+o<SU8PcQjFxgVT`nKaKKUeFTdZp~IOiCpv~n1Qy4q@~RcgxIl}pJb<3k1RFE#rv
z=EuUOh*s;0jYf4-zr`z84lc<qpQ?tn6-r@K2<33HmMbNaux#bZgxmh$^x-utnl7xF
zEQd7{L;rbAL6wT-FjsSmcIe&tXFuIscaO$(n>tfjTqcw%V@2ND(KdeFotb>sH`IJo
z!)L8-6M8=9@1MS8(e(TE4HN$U@L4OS-(O#j9_6%^E2rPj)$-F5zG(H5PHCPjh4l>W
zU#?oLhRQS_yVGD?#;0mIpTZIq%M>7gsyRxjgzL?rzCO7^O<!1_haE#43me&u#d5x~
zG0Yo(yl(g&o+^)y*D7T~t0fB21QTw^l_u@$;M27<x)fJ*<94!9EJam(UYuBIT29u&
zY`r*E&XuzC5=OaFERXfmSQe<tg<ANu$*?>+)gMe$HgF@yXD2t-`b5RCVk1|wp~Qjs
zWaTT_Dj)emq0#yb`I$YAhqW^K8*a|ltNnC1q&Aw()f!<TH`-{))R{wCx1l=yA-5}p
z;>6@mhOmLuS85bxK3gvp^Pvhn$kl@l^^H-9nBGvmS}HbNEie~c_sU#qNpzdqsk)?I
zRJO#s+HX5p<YKm7E|QBTK-J9tfEL_T%toDJu8;FoE)sE(N>A^Lvd&KA@G?n1F40IR
zbo=SBJp${rIiNzAqYD;h!%ei?qe<U%!5V~2x3C_#XtVy>Y{PJ&W?d|Fl+07q*OzG3
z%9#oEOGl&H&L@<Hb95?OAFb3}y^Wlzl_mZXC6jo>)0S0AdA`cET(O*`58I&nkulBD
zRO#D9uZyqgt16|ba%G~JD=o8GP^VqatqV&_%cI0qn?(@A4a$m^YM5RaFMYt5bwzHI
zKRcrwF0VA&hL#UUD}2lAlwjPXuUfn)m2#i9Mp&*_YK2l|qsje(P0WP8*X^F9QtA&z
ztCJM=BtnD9;v%2WMx_!rCFB9miMw&Kihq@fb;Yu6ldO-?3XP%3+^9enD?FbSg~>86
zMIuDn&j#7&)6Dn2TB<Zk#dT<d>qtqjmKxDRsi$Y7qE6eszI$AMPC?RxprBRdeOEDY
z(MN?iLFDz&Rj19xs$L>rvga17YVN&bh2xLwQ+0n>EsjzP{TbEGrKMQSuk**}*DGaz
zT%Me$PU(@#Rey<|O`Z#S%)EWDin=?E@xX<3ennXwZsO&xyGvuGN))^~Mg&eFW~P3H
z?C3>7$^RclW<DEvTJrxP{QD`g{0BiY|G97k><-r<!@m<IVL1#!FWig_|6+I%<RAlg
zA-`V>mqP=NgNMR*kmLUcUI;IM<KR*7C*uDFd>Af*B8-F5wH~^^ZVq&Fpqm5T9O&ji
zHwU(z0|=dg8SzM)0a5e4?_RS*VE^oVNh#y`CF4z*EB}4h++*|LnTcFAU1KnT&OQVA
zlk3d#&v@`qE;knG;jTgwNS6^h`b__KVJZrP16^lSbfQ>JGjEZOf=Ngz>ApBn2Kd6}
z02G)@h4&ph*G<M3ed-wg@Q3v{lwu*6$RjW|7{@9zJX<K2H56N_HzxFdv|Jv{>mX$G
zkWn%nBFX8W8*1!b>xRh{-LzkGYMO6LV$YfZ?4kHD9ye`vtTQXON|;369%?$9(VG!^
z$>1R?{&F;vb1&&5bdOi^L(Qi%d8{yww6TUjITRhu<lJTZko!NA)6zOqLPPHVOit~H
zTed!4EHs9aC$sUyKu+X`<JgO<W7JhA%%<x|-YjU&no-pLcyvBlY7B6Xh3UcmpqzD8
zo8gyDhYj`x)Vg9&M)al5X%wo+m|a+3n>vnfgXE=Ck@lGPGd~}qe>+ITh!2ht3sqgJ
z!(seO7yB}sk#I}t1%0OG7Zv__DTUDf-7#Tzs-tnGoJIX?s*SU&n^A4tcD-z_gtM%Z
zQ7zndeVk=ooMk;sR=cP^sY1pT%4B@>$9w2l|C(x>Z|V9|lK+R0?L(0K&-8WbYaCwz
zuZIgk_s)S)I1^5V6QBnUhP^>!17CzMz}w*kFb+q-L*RDC1a5<`z*blY_b?uC9efMk
z2xq~=K;s0TW=!BUumbjk|D#Sn6PCd)@C(K)Zh`*?4LA#W;CEE}YvFzHGAP3U+{qmO
zd*C7{!eMX^bNY9~kKl*!E_e-0!U{MIPK90IW-{jI@MgFKHp9uV432?$upivc0Lu^I
z%kY2jCHMq<05tFaCO8+)fx|!pGWRkba~s?QUxW9+yWw4M3A_?C@Bef-5ANZ;z5#v&
z-vG_~KL?J3h0qTN!9MT+_?;i@NvXPY=lz53ynmDOMt9yH6_kIh`b2l$zdP@bc7@j(
z=+65yo7kQA@1#l4o%hd`rcXY0=l$(8eRtkJIhWm?_wUa8|1;+O{XDzo>5(VRMEcHL
zlcKkm%Un1+JMZrm1H4YaL~ebUFV@gDnOM(%iT5Vyw<e;N{C_?2_VLK$a-enU(*OS~
zNcZ3C{Y(Bo8<xXE;2vc9yWs}-6ucOu53n12pRlfn4}!w|9pT>$ABT^@vtbDSh+KaM
zyaS#NN5bvM_8))(%!gZ%>92*a!DTQ4L$C*YhjRD`yap!WOn5Zh;N<)%{;z_4;AUia
z>G)p*pM_Vz)8RZg5*EN9+=>kURrm^A2+xHaWMDo#9`=U6A-8`YJ_}cZ<oox7Wc=5`
zi{JuS1Si5i@C)+&7Pub13?GJzK=S=7Kr;R&SP!EhTLRMY{~TNcS3wQVhaNZ>_J!Tx
zF6z=R;XA5RT`^ypI9)Nnd5uO_%<qc%UG@I1dcSnJV_nd$dVlkhfR4)etE_=y>3eq7
z`?UmOX5IR(dcRpg)m86r1YVV2>Ki+)-mgV!UQ^#`+czot|BJ8Lg)&|O+a9(3Bj~sz
z6s7)1uip!Xi#SJsO8qHut?6mEU%g+3!;lwJceDoi4^#P<=`tiMGsWp2Oy=T{qEffF
zrecPr0WxWZBo~=H<IqaH|0&A_5M7N8y5A=<#SIO(B?NMzto%0l;Iq=XU|E6gs%U>Z
z-M?9Cp!<lSsox~-Oa4EXYWHSUJ>-A=dkymaAl!~De;a%Za<D7x0xx%R{ZE{~fd985
zyI%?C!U-@0`@mJm@E5|9U=R2Xa{F6h0*-}Wkf=AnK5#Qn^-efRPX{XPAM?03!t0?5
zt6)Fa2lj@`s6~>|p94d1JnRp*@Sr!t_dxUTAA(oHW+=iqjKK(;0Vlyi&>H-|faLSH
zz?(s``2|pdQ{fa?4#&d)%z?+k-^lz+;OVdhDliWutN(!F`aXOGJ_%RCrSMXSeqFh}
zE4Nbzy36v(gzmEZ`*vBr26kzWQ;(vN^KH(-oU6fqbmH1}EZ?X3Ha0*XneeVAOuzO^
z|6}d7_<ny%;qYlldE2EN+7J77E%WDNkeUPgk{TLZ`!k)T`)=vK&oGVV`b;!Y_=)}P
zHU}UZs~VTzD-q&+&Sigg@5HsHSY}cmP|r%4`G|yPTO@5v2`J|k`@<8ClQHe2c>x)S
zrN5BcGZB1-bNUvkhbFGcFs;)3u*9`wGPch&!CXR;Y1@Z%3T?a174#CCda-+S2(g_i
zgADGf!zJTB?W#&CpYu{eWY)m@kujile%hHj@O~cD!B0E$2j0(a9sJDJBtj3*C&S6R
zwh8CH8%I$kReA2RJ+aJAg+dRYH|>F)g8tW<Q&3ITyYhfe$@|BT!T8tE7U#@EKC?H5
z&@R;3Uh8B}V)n6j3Sp+Pnxzy2UHsH(ywm>G^v&ul%rmGCt0blB>%Gh5wkn@wGJmZ(
z6L!vw!yrLx@Zj!5oF{UwwA_=pX1}%fg}Da}VQ75e?}^aO6Zycs68?6YfRN#FeWw1l
z{o(GEdWejm>-+WB)_DB@l=<w>-c*F%=iNX8rZ4e+&h=~(JpDD3XFiS{Gbu5LAk{SA
znF#i1&eh%fbK;uh|A*0C`V7~Uj&c5dlA3xEoD9<Mmu~;dU><yv8g&hP7No<!03HYr
zfIA3W^Ze53e>c1io(AW^5pXEXg+t&mAU*#-(<l8s+z9^%Z-CcB5k^4c34_oFchN`q
z3)~7nf@|UZ@IH7iycJ#pFNWtp4i>^=VRv{iXwATl@D_M8yaFzO3S?kD^g{sq!QH&?
ze}bz(_5@{1a48%Lb742w6@J86#T76CC6M01A@B(J0bSFJ;Fa(UI1c>y#Sf_uABLC0
zX>cGs0KPz@ptS;LgT^MLN1!zVrkp6F?ys8zCI|Ep(x^#xbUYkgpJl;aDbM<@d|{-w
z9**{|&1h+4AG#1n%sb+!fq|6V&k0tC7;XxU8Af9RvN4{+h)NB!jp0-UGmb~hAFoVG
za|lB@l?j?T%(s-s%!;tEhUuxWGFg{>z#MN1zbH0hHs4`$)f{o9T+LuuEH{-NQ9_Lc
zK5J6ZE-^D>K5i8oK^k){^|c+Alxa04_N@G>H~D4Jo6?}zBJXB}TLY^x#$+Q;FNen3
z3(M}91kcxp2&K=hY?~7-wssF&EFJn_O)M@`&9MwZvhEUtHC1w0_O(K5zfu`7-9=}w
zHVk7F(;0&77=oV91RXtX+hjGTXHL@WrpW}RU@E3mvA1K&Gd9I(tZ<sp^My>lR;i}3
zJr-^nDr=2tp31<Oj0`spt*K3hwtU<z^MD!bKaN!MnPR=1OY1SHI~Y-7!X_l6de`>#
z2MgC`OpwVen-eS{s$k_JYX#KAPxbIcH`Ht#F}{Pb9@&SK3CR|#k>=9$aD3%3c0G&r
ziZvXV<|y0PJhE{9psRCpf?WRm$-2!Q>|mOZY(zX~lM%`Ec)n%}T&5g(MB~<mh+A_P
zvv^eMytluYFDQ_FhDtb^YotefR`=>{Vo`7o6Fx(O<dx2|`NG=hk_p>gwP7s5$ugOe
zGudqdSet27WZ}y%dZucd_>JK><2Eq83pvIzQ)zOdY+qs4ladr;lXao2xXM^+zR<5{
zunst|k3<aFd~uX0GF9rxfPH9tn+GGhd{*X+lsU%aSbu<lGdB7i>NSPmYd!dkh~2A(
zv-UK^92sWy>ZY0*^HFqxjLyPP?-&M{@Ncrh2T!WJ&&afBFIV)4nK5G)v&K7L(~{@R
z*by#zS(**_k>V&D$#kB}T%OtV>YB>BVlg;b<{-nmOko-uw|cYmG-{lbP+7h*Nypr$
zt!yS}pV%F@t=kw6gT#uW%DM)rA=st}WtWQQ3-q9oNnIaz+8@ZIZi|&x*FYN2?wBmj
z<1pEDo7=jmd#=@%g}AC(r8G@qe^8ic*rMhDS3Ps{htHijeC|2H+~o`Bu2?vCI5W4<
z6PSQ}X<&yeH=6>8O#_=oO-70-T@#eP4zsjc>{@-AL^3oHq<<b2Xfii^R>n@FFOKZr
zI;VR0mMqN|Y<4xj`}u-1#)q9ntk9{ErM0z<t8pLjbB;2(YBen9(?-@z#IN@yU2ql-
z^l@ZacsZ~ETN4E?019BlekgrjTbp8W?Ke?&uJ_)!a+EUEl`|MnHqExlDGW;6#${cl
z(Wp!qhgxlF4K!0IeC=l8yHTk|UfUR`R_mr{<4iCwpZTuo?K6ID1`wrOn=9UWbz95F
zi%jO)dQh2c$RM!tvR!7Iz<fn$=b)Z;xo-_E`sKDWTB}ael|zU~9YQbP3xN`P5m-`l
z6W5k-j_{B=G;z%&C~C0HS-?*p;5EF8y=(P?MkkqkLvLxpyrt#^MaVJZ<voPy$IZQx
zz?{T21*%^h76H?G>TBTMfAbl#k@EH%ySzh9aRiC*=DK(fPF%Aw*uQZ+^cmFCvc06{
zJ_u5$N%Z5}1i}}M<VC#^n=ZNv<*78Ur{+WSxCbVEaxOXepyV}|rskehJKN>S#2@Bz
zM%iq;oqC*!dM}^z$#RiTA;*1YzCww3T$>1ea3j4-a@cY1T~R4F#`%8^_AGnXuJwIa
z?~IRk%@}S^+pl_kXbT=2VedlYe{0`}8D>!Jd2Av!$^SPZhp$vlBL8cc`v=JUpNEU#
z<?u2{?g8*r&b1amb^-T+UokH50oVYi!eQ_*_%mVt9Nr1f2gT6`yTdn$^F44OtO1P&
z`~n&O`*1zH1fC0PU>KId(J&YO&TH{2xCSKqOTS<fY=jMPK0F0ZfkiL?8Uy$>RbA@|
zWHaEsa0NUEw!mp{DjW|Q2ax>#0MKaJy}X)tfOHjZfbYPE;3Y5t=fXLlJqBcJ;5KCb
zKfupGni`*hXTdY!8Bl`)oB=1p9<V!niNbjuY=VvOWH<{la1UbwpMw7d={#%ztxM>K
zpHrSUf%X}ADdb@k=7XjMeoUQ~9f1lA!(-sLRJ(V>t3i7QEC#J5z<z*gl<I9)qU=hP
z5_G!~r4=&GixJD8`mFkXuSBY@MA?-nO%>@%lwFCkD^Z#q4%C(CN|gT!iPE%0J0TUS
z<n)WBu-Qv{)~Ed&`=3FI^B!iF*u1NMh$Q9%_y4C!UH(S=K+`iMH7iGwD(Gpa4xnqU
z|N424bAn;ElVRA&cP*L*4hw-5>Al@QWIiYCxdHWsX5Vi_iPZirft%4*YmbrPq9{He
zul~2c8f~i8)=x0bh>O{LtNrbG_-80SjI{t2ZS;#qO3e6mWckov#^_<6^=ThN*>AT6
zNb|)tqsXK64R%W~_8roG0rje%t*{<#?ye7~HZmH_beFS&WyX4Z04b$srU6UiplMJI
z5zH)1cno>&M{g9${b8WZ$p6UHvcD(!e;)s?N2b39E&+`JybxXhV~~ZT;0e$R+V}6l
za3k`*Yyo@|J`eAP%RqJko&iNz0t?_Va4%y3vJ>zb_%yr~h9M2T@EF(w{!F^Q3*UkN
zgHM9?2~>JNNV+e8(?Dwtw1>bC;B)XQs6!3T0@)Ji2iXq%8E@cEK{f@x3K|EHKENyC
zxgcEtjRzbBj|bTrxCy!bEAVCb2)q$CgO~k}<M=>$9NfhVD7pXr@FI92oC#~-K#)$r
zEy(n;N$>^u5NrY29PEdO!jGv`H^K+t<xq!}umTQ+2g5I@Z|{UH;B5*X$+2`ve<v9q
zq%ZJkxD+N~DcnV?^A~tOTny`A0qg~;x7B(*J5ksB#ev#82DV#;K)G|j-gUe?jd8}`
zdo}h<i^NRe#;}&|TRSpfhn(k_ptwVzBl@S&RsF}kjijX^!@Q|AI;y(`rN!(nW+pPE
z+NaCwYFTz+DY6+zSWnwf`U5U%)+%WZb8ta?Zfv>^wv5i3!45vs{U$AhX@W5q>g&$W
zngh)l>nJtA3ql#EddXz+%lwoPJ`j@1d^e+h#a!8>ilj8>plxSe$S#+yBWnXW%IY}x
zPUfTF47QqG7L^*aql+yt9-5>z#mprW=1Hrg;QAuR+`)0a&OTBZ{UOWJCgW_<+zqmM
z9lNsR>$*3=^lxJT2CW;KQaqZ(P#z?1Vj@?YBKreU!uWYylgLjZ+f*2tDxd~1hWT15
z#=N7fCc-AlYD%*r@p4g<X-sQS3WfTREq@!QIpzk=&9qwEJ*sR?VCt`}cRs5*d8hg)
zd-R`bXe+6^=x+0EEowp=XTA=r6nw;iuX?5`<A_bV>@#a3wOA-HdbU2ANFC8eerxBI
zO$}0Q@h*r=+7S#%Pvq+B?PKc5U0+vE%jMyN;Sqho34zNrU2>_MsG9_i3@%*Dj+A-=
ze?{}zHbJ)7T09Ie5S?@`*GiZv>Hx>4KG-4a<ZQk5;{sFLpfT;F0|nxKvuGF;+<nk2
zC_+<fNf?9PO*^EaSCP_v%0)%ag9bxG!9eG-F{MO6PcW^GQb=B~@6xE-^QxXE9GiRj
zg4v?cH9OIEjf&3qz4d+#L~mKXFrcY@T^vkY<fTf<lfMzadTLfM|D1gFj3a_<cBFSR
z@qRW2c><~aq!q$|9vcS=Oowj1urVM<ypYb3Dus13ASWhC<{W4F!eDbV7Tr}KJXgzI
zbK5=-_uCW-k87V-{@dKwoV973m|&`f1?HA`JW@g9Z5to61)jF0GpZ6cwLaIW1Liw`
zj(|;wy+BO#6`ksZ+5)Fs;dB_3Bz*X})^Ynj>Z;uO%XxcQpD^|VV+W>k(3q&k_TV}3
zPR;yac%<9DcBWZcq9t)|hE}n~XM|@@qFH<wV$)1x%Qua!?Gm~hdIWyGg?jHo(`C19
z+d%)|+N~+wvC(hojfXc|98xuG4im7~4T_b4q#C5T>k*2`tI<d@Al-6r8d7`DwMkrc
z^#v!9ewgZ-&0P6vozCKw?csXQ)^>_W@=8$3E352f9?NAN5wK$*M%2xJ+tBH$^|NwD
zxz0d0<{10zO&8ioW58}|n^b%td>(dQdhqZ<-PuS-VXjzCDKzhaq)>=Pm95Pdxw!Io
z?c*jcBz$T^T#YO%H53ec5I3l(CLW(&Tx;6{vPC-*FEIB^cS#v&vVG9E&b~KcUi#?v
zK<jPENa|i_T0bb-DRG-QWL1Nm&&t8_%_g2X!7_}CHIfdU++`XO&Cwf06=!dR#sAEF
zZZh{WCIAwlr!CY+0)DO1QoC!s7e<F^TZ%gJt6xT1IN_1erq+_I^-iXA)4fIQltrA9
zKm)Ckb(3^2<EGH`cuan%;fXfFlxc&U(H^po#>1RWJoVtDvsRhL!zxBJEAF(Y2)T5c
z7>q+H!NsaOz8P`<+bHg++1UA3uQcM{U}ciRj9N3QP~7&J&O0wy=Z4Sg7|pDo5;bo=
zI@4}ZF-G_rZ9`>6nqtlR9Vvyf+V7RE6aD1spQ$tApFE|=o0LWTotfJ1Cbc_-U<PmK
zY|(ycuU+~gS$2M~T}Inr(YaA8>idzlOk77YlHlk;swqj%>l*w2`y)F`_g?aUFaN%d
zJpW;k{r~5~CfEq;;8ZvT`r$Cp`hXuJ&r9B~!x?Z0%mLX8(ER^R@NxJUTnZ&v57GsY
zy#Elm6M6ol@DaEKE`|*t+XUJ>P&NjXM%ftn094^T@U{m2hFt$w_yT+$E`~S37B~+^
z;7HgDzPktW-tZ!LA(UV}tbr%O32-<Z1P=tw`%Cvf3rj$H|A)YSurK@>dH!qgRrm^g
z9NqyNVL51y|0tLPcOct;4!XZ?4s>&%n*-e(*!djLCo&r3&=+oGqgk+^;YTabMi=}r
z$96d1txfRLF6qL*MH*(Ah?$Z*?OCQ>XvyFi0-NDhyP{!G+YGAykT0d5N#O%*u4#px
zzqZ}M&fsB&TWhD?Yq_A)={er^A`(@H>vdaC6L&e>o(eiW(-L7J6L0g4NM!qLe9p!V
zFQA;w^c>r`UEG%c__1d1a;-+c%o^MW?vN+4I#D;b5rl5HmSekX3@5lc&{R}WN|TXx
zjB;lKCX!BX+D3#*BdEI(aof126r%=J&FQppRdZX<V|=y@4r(NeDOAQ$vkgYO(>4qZ
z?=iNcB|oKl%Xro%I}I~sM$k>z=8(XX>Q?EIsVwp&O$$M=w5dL1BWAC~bv5m{$Y`!#
zrDZ}K=`FG{i%^OtOn1%9cX4r37Lx#G(VZOtFoAPjqLy9I7`yPJOK#?;KB1H{)>~!%
zsun&C!P&&%P8DOhk=9fe<FCfWWLO@ZV)nv5C{rH{FF9#j^IwC96YE6Cq>_gJU1)Li
zHdQY2WHpN8wNpeY%#q$z!^6$P_BOqQV(%xWjcmGuc0ZrVEP%=`KI8OZn_QELgw#|p
zn$XdpSI*AFN2j=xNNi0qWaCXg()GM`uGLl9WiIGB!Ibi1baGvBlxn9{0kK0fL)afI
z8_up?I=pDbs?(R+^th1lmsSE8CyR1Y>9H&B2KxGx!SzPoIEt>CLSu>I@G6@RCIpvD
zs-}MUEY2leB`%*QCIDU&bD8lp%>*U3`?Ler-jSacvhuq>BQ(`GFWei)(<h1gPFP^)
z)ZFw?q7rC&Nb^I<O9Pr9T5IJ0Ymw9c3X=aNntl_R{vGgQD8Z9J_wRyV!>u4cuY~8q
zxzGc9!ClDme}QknyWx58R5%`v1MT^DH~av!7r@mZ+k=wz7r?%7CvyFF;M;I9tb)T}
z9%znVGX6K=Bk(_<HUF=M5S{=%us2B7{~L|kO`tjd&%@{7<FE-9!$aYh$nc+pPrxOx
z6`l^muo{j9zs~=&^g^W1e>uDyq{F`wB;P*)_JrS)iN6EcExZB#7cPeeEQT~_j{k3b
zcYg!FhEKptU<$@z3|7N&un=Sy;Bl}INYDSZP=nLpR5%Rw1Q|X0DRcZkfh$0J2^L`-
zWV`SvxRZJ7KY`yv@S_~R5oELQsW1pjpzSZ<*ZNVL;R7b;-S0<en}>hF_amhO_&51X
zs0rM$PXsdsoj(!G=T%wKrTPAUWrIJ`ODb9AtqgD9-p|o3H!+;j;T$=XB8XaZ+vd-S
z&f``;jT1M+uOqWk{RB5<Y24$~ezu*CNc3sXu;cVpHDnz>D{)PfiuPaq%~2ZuDNRU9
zF`4NwXG_ssn5k2$iq`Fzb~~nK{{6qUV|u@9sPvw1XN$5O&gpV70;M>%9m%X5+5S>e
zzW*NGMnAYkkJJo!UB9DY$=}Q=o!P<6zGwEE5HS*CEj&@v6V5h_&hB()XP(idbK8N$
zBc0PrYgWFunM@PIY+TL8P1X#W&8BL1O8oR#reB$Hbltuzl=tlYHMwj$X{t?a2lJ!o
z%nLM=XWdKGn3mIcFtNj|L32b_G>YET#M`TI|1koOK1bW`o6HGTOqLqOcqApz2wOr+
z)ho;u%nB{(|6huntiAUn{|EfL7kU3z@LrG|K)?6jK^z|lyMe|4J`B%<Q(!q92@iqW
zkn^vCNoc?j><)iGw*Ni66UJZwt|i|0!4zx)lMb7^-M`%&=;lB-2f8`X&4F$XbaSAa
z1Kk|>x5xn_I`GFVkz(w%ofSB(nUifkyB=9)?1s4F*E09VgRxp)6l>_(rD+m-%xpZ9
zM5&t)F8pMSkJ<lcjYNGs#{lnq)(E+kdAg@S6$pv*;jiJ8ap8$vH62^di<TiI%op~#
z)m-Np6KP6;>{xY5flo>E|FArU1<#>gjHQlO%Fg0uvy*mb${uSh(5(B5PvaHi_HjC8
zy6(2*x-PZJ_D%J$OvY<IcqrJiHKpWeMNb@pD?lxHKvCZ;E3_8<xS<0S6y#}+DgGeL
zjgGgPB(!S<v`kX!{D^N_eo#y-jr8eq#S}j;7o;A*`Yo+KFoi?buxN6gndG+99Etjb
zdw1q+Eq3y6eYS*)@5~e2!zc|VxdpSfBZt}&R!$qiCM_l-F=;=8WAe}F)thBY#=G)E
zBj|nwN|t3s=-`cL-O<{pLjSZyTK2w>ZF42ehAITR9x1tes-9-ygUR<ODtCe8OOHb3
zZXBe0=V{#s>K@FN47n*0``}Esm{}SXYV-ij<#=SUu}0~x<H_wy>WaHfEW>uu>%0th
z2U=r`5~&L1vZ*DNC#`PlQ`tc}wXDbc?XxQuO_=^#oAjLI*I~Cykb-q}HGcoGA;(kx
zojKzZ^`ayHpUyw&|6dDN!d8&Je+Fdh?*ZWV1(e?Zm*L%TF`NYlg7p4BfV_Vhtbq(j
z*Z()j`@e>-!WAI<e;2^BVH}Qx+ZhA64X%Sv!873*@MP$LUEsHjS6l%XKo(@{Zy79w
z13@<aeg&HAzYJamFNHds1t)@R``^R7{<lDL|F426SPIhd-vy-4|4JB#G3bZCkWasY
zYe6>sm2VG(A$S1X!Z^`;;R>k1)8HI90d|M$$m=WN18^~D4*wjG0m~bhoBt8K4XSW9
zJQ?<auhRg(9!>@ADYysh4xeMxSVgNJHPt9;{bRmIHjeo3Kla-b$1~GW_dBCjult>8
z`p)<Y<K}X^-<0Uv*Xf&La?A}co9xmtd8*-N&iT}sCPi0O-|EJCc=NY-$9!vBFFqEj
zpU|@U=`UY=3bFl%lRN6TS=;Vyzwx**wn*B4<GGtsEbLF<bPUI)cvhnfXey2E6-raD
z-{|Yvzs8R~ztU1QZ7s^GW=!7pSxnp8>dAREeif&FJ+e+OZB!!b#WsGRa}!2yPs+G(
ze+oTYq9@p@#kj2c!_-DqJBx>`J)h7n1uWKW<cj4UYcE9>>1z!WVsj3dcua)JzE3|p
zU_{Hx>GEXFihI*JPP?8H-6(aHRTK;L2bJ1H^4EGjT_xGbG2Vy?wWjIZ>!KJF?@^WP
z^(rgsl1V|x_Qrf@XzhCY)jI4D2DjRKr?evf=D0%uy4OAguL>NAXdOb3yXFv_9_Tb1
zT_(RNv<;M#diEwiux{Wp(wQ*uYQZUGg+C!rx5JQ%t<hGK*!B{fyyK0Sw9%<*@}rtD
zT}3%^;xu!eHmghbbVY4FfKk>q8d9>^W6EUR2BY?z(rx|RIgcpOXZmB>DkGQejK=7_
zrERiCW26YCy}RhcrG8A)LO;p;<T)t<G}kwm#?k78Ngw}>vbj9z=gwXFj0&-_@nbcw
zj4vlSJGE`aq|2%nauk_3@;h|6jJw|{vMV?4uX^llmD8nNZS?t7gN)vOW=*_=AXZyU
z>B;@iyY;K%eGQE3sa*Q2R2v=6py#eido<NlmG#D!N~@5<QXR!{9r<5t3iL6WIfA~_
z@h*lN+QdMG<ynJ+hwPUrj%<h2?v=`&SG`v#R{dT_`nfjDymllvQoz@}gjuop-S*i;
z5nxUrC3pJ$1GFH+5?NTNtBDJa4~`x%9rI|w!KA239Z|`MeVh>aP{(9b{5i3HY-^j6
z9~VW3MIqa*|Gyep_*)?PU;7bj{{Ii~amd5oa24IOEif0pg)IMCI1zq}%r3cJGW~nu
zMQ{|{f}HO6@>}O*_YWYOzXVo+bn_MGJK<`$3Z4$KyVnChqV1MG{!2l2_N9lP2Fc~0
zrtV$}b&xInVdw?f)4L4b3Kzf`uo4b}1L04|-+zSb;nnaISOZ7E0yqeyXa6T;@z2Ba
zVGW!P+PL!<a0^@yUxs(Xc_116G<YIp;82(gxAQ9B2C}oi8P0%SI28U)clYb?THoy@
z-{YSOd8VJWH^$4pIUGtH$HSzZJSX%=tm93lH#@~&UJrfitqZJ~)zfZ_w9w!B(r9Uq
zv6opbj;?3_nd<tI5e%YUUC1U@4UF>n>*hsJ=ao(8YK*TnTubI15cl~Nj8&nva(*~U
zB8oM-$9~sPT)81+*Sl2{AhTh0-zT=c?w(?qt#^ufI;<r^DOT7BM@E{|oyWD-gZ0=)
zspX3Gkgk2>6j}Y5U~j50zm$FLYU!Re752cRUmsoX>9c+!`!tCSqf*M}b_R}hJ*7YT
zsZVW<Rk0D2MpR?7F&Hmo-@bfecdm`a#&{s1%Ou;5zpkV0Pbnl{BG{~%Y4@J_Z8y0Y
zD{ctY$1WF&W0TnOA%9GuryD~x8lrX?9@t_vR&%s>7xkhX%J>iY&GteKjP-G-;xy%K
zG8ykCFrQ0GZS;#ueP|g*SrMwD0`w-+BB%Z!QLBfh8E_oPVA7F(t!)z9)cP4Emi}1c
zaSt5VbnN@ZHPF=+yBC_zdV5jH^jE07_E6H1x3bjywf0UmX2v^){%5!;tsVB<9%s#)
z+W0*1zK9^US{6s;*Qg<dPTxODVNh6-_+uZkAvl;=d=}sFofsdbR#CcouaJ_LZEBYA
zQrWHN+&#_{9ul6o;g&|=Q+*&6ex^{$H5w!??k$np=u;V&U!2_vQolI9kzVBXO1Aef
z?U^Sr(Tnk!H6z8fZKALNGzXz?Z5)Ch5|}9jwJ9u8Rix_LhwOu8-i~x`69&ZMUXvb3
zlCm7Nd!XclXuYMf#|}fxkn~QYuFfZ6(3y2BBR82jKsQ#=yaLx=RGHaf1LaH{gc;lz
z=}j&I^;sAH*NR#_8ZGNId#^6I(z<pAUrp$dFhq;Z=9$#h^WvgT=8RdX%43;<m-aQs
zr>Rrkc&}|U$J}hOaqEmbHfK*F6z7Kr;o+M)pgt+~|11n(x||{$Qa6KX++@JETybyS
zrk1p)X75tFe9<jR{gJ*CT@v$4`t~ntA|@_Hi;Gf^!H4|c(Z;{&3QvEZqmDqkHzOIh
zKkihfx}Qj2n@X>irX_FOIGrt5x&kKk+O5ey{XBQ=_QW-xl9m{K-nY#W?f&G$^#0qn
zZ&pH>sg;oTsK6!RwLVm94*633eVa5WFyBbpw*k9?qwCFhuEJG&T4y<(GzIL7*_S%l
z<;m|lgy);gcHwa^xdZI9Fn`-AOj=UH8|mGoVN!NK3wk%ZrFD9Q4lS#0={JXdNu!n<
z#WW$YZ^*IHt-d*N`yxm79qtdZ#FI2L>aW}K)$q4lU)YzLPfj4Vq<+&O)uv%{bxhsq
zWUx*5nnE3Lq5ir}sOBwFM{D})Vr!0SU(5GJ59fdWVLCmetxrwK@eg@xo8%~1_aN41
z`-f~3s(;8|wF%WW6?kfXlDMhZ#zWeYnqHFAO3>TvjS6(G%lcooNtK>;C$jGs9fI7s
z?7O8+sBK?{ZPpIfjUtuU`G4)*cRfh{NBm8F26<m=|7G8APtd)O!H?kWkOz$e{22NF
za>zjs+=ATyKM+D5mcU$iAbgfFfak#qI2|4ZxAHP+?ZMOGMA#4f-2EpQ1JFKw&w?}H
zQ22>te|ROl0?vYdcrbj9ocSM+&AkoqWH<~oSO0c+8$1t&VKwx?!EhH3{1^BUydKuU
z*>E%*1wC*u+{GBc|G|slY*+=mz^{?>Zw1ZUUkmSpr@{!F0gGV)%!5AgYwzF3=iwPJ
z42OZ{^!3TOj`4su!h0W}3OLg*DIq0}+ekw#p>)RpQp%C;7(jOnfRT@EcMQPI?smrj
z>?nfo(00cFkO;bC0LdW|(;-BZpx<lzh9mUn{%K<Xj9)tms`GG(*H^G2V`3o5eDn0(
z(=QSzZ6CRLY$#=%xIe~$ePZvH|B-kYx&8N-_jlx}{#i16GHu%{pC|qLri=Q?h)A<+
z-$@p4^8arscPCTWBuBRwKW#m25^8-2{{ng1N3H)mCj9vj{&jM)Pl5jLfJ~h9zH?cS
zlyzOGCP3GKQ6D%pt7m+i9d08{8d3LVL_|qm`gt$@f9t@SzwV;2k!jRy2bR|COMFO`
zsh`gfzmKo!|Bh)q$16+xDkQs3q~GZOf1H$j3t3q5|04cr{{MgBlTd~sNWn$O{54n%
zC&5pU`9BI<VIR01IsfzUId~gP!O`$XWc@op_Wa%omxAo~SKwq=2D0sU3-Z5o1l|r8
z!gHYt6*w8Rcb{zdT?De-KLm5(5O@^q4zlH^z4=}PF9g~0D?uJcAp`S4BPkz+7sDv5
zgJVGU`%GT&$lYHz2f8`X&4F#@KvM(VJ^44!fy7v8S9gl3rR~+7n$sOQ{qNSE+K2X#
zo>uB!x=PGcm|wJpq&u409ZmhO*QnCk6UkF|^M-ioaxUkR`0hzu^Iu8{scwu-Ywnsy
zUA?II_ck7V0Br4fpKD|371u-jHSwCKIp;L>w?tY}J`w*`T3ZLX)c+-s(nH-f?a%Iu
z#V3B7BfI-K&wp;?*#}~ZVOx8l%P|GMO^vUX(cV7dC+gIliTG1K;$+r$90B&V@=wVS
zwEkc7_`S&UlK(kO{TNyQW1#*2o(0Fi0{A0t?tshTGB_KK1^Im;9$ya6hqK|ya0<xg
z|2(*pae&+4X81mQ2|f+af~9Z(><@ot9N_ox4tNc`8l*QM+kj(m1Y|(A0Hi~(8{Eyf
zz~A9Z@LKR=2B&bm2zG}D!(CMAU&B{GdIeQj1={29ZpH*|gPY;o@KyK<ycgaCT8FR&
z&W9($<3Vr6*Fky*+7H0n2{?k|1@K6?i&yC9@CA4eyc?ba$HFnN3tUUP@J@IKXib9b
z{ojUe!L{%;cn`cAijadx!$V<DxEq~<-@`ZIg;0PKA%JgD$v*~fhBv@V;n`4yaTtSB
zU~h<is#5VTzzlMYvfHHJ3>_n=BfV;>m;j)jx!DM_r;hv;CbTzu&)odsb0-d;drmNS
z`NFv?7S0{+v4d+~H$1s9NJ{>;sX=en0awiOB((TRpWW3Njr2yA#Fq0iYPm32SE-at
zfC}`Vr**H`H0Vf5CaQJqGm7q6aYL~&6@;kVH>~cyzeZ+uQs19tvQZ+h7VYG{N~gHa
z9UCP#g<*@VQ!FmG+b<GGB-pMC&<X^WO4W+ovAY5L2T4A&wkZzk#YRH~AuqmEQc92C
z0afcuOqnUAX`4zEsa<A~G5ub<o1><}ZCM<ftU)FmRgk{sA>5u&3p&{Io%Iy;Mx|;h
zMDzM;x15Bjl3Hc5oKG8tJ?gruw%I(H`rbD*6yGP9EH~L}AXb|;57-nJ+xG5AWNfb6
z6c@onk(q2%O!_I~^uT_?-ee>>8tc+~SFTsF#jHbJs3ojuQkwU7p-CZGZcQJVaQWkM
zfVbFe-5zaG?>;bE!>YX&TC&=?rF7RRALErn%@d2PB-fV4dMF*byiEDH_1}a<>`Qo@
zVZUr<b68`YK$AP~8>fU8-7-@orV7hqPVX>r^u`MLia@L7F=S*HtLTD$QL<WsW4a+3
z7-=W8l<^{8;VAB-7eB*V?&=hoYj*uk_a*lXk3CTYc#3LNaMZxz?9MQrD}}4VTCtL6
zckysjeA*Wz9z1!2Krkvc(wn@N)R0XE>6|8`NjQxjzy}#!NH}uY;Nn!Hwk9{`?wj=x
zTG7&Pw*qHLgdCWU20Jv#_F393i%1lk-K!{>^Y#iEWK@6cMjF1VlQy>%wE4#L%sprR
z+==;f^L%15b5~^e!~`~vcl;ak&;4FF`^-^giZY$mJSsc0JgeW<1$V4w)s};Ktxc0l
z{`ltK1m$ynhuZ#54gNO2H_7(hH%4inl(<cw-iY%yj^-L^Hnpa<)ct}c+m5-5DtW)$
z@ceqE%x2<d!5ItD%9te?GcBR5EdC5HEvB~SW#qN3jjo-jFxJwAjJo*`WRNaq!c5S+
zimyjwV1e}3hxun8$XU9e<#pYc89&7KZ9Uw+-==K0w|Gnekf~ACs$1RAWN9UeHcR$-
zn;#uZD)FsuDX!$5WSL<bt*OW&clv_aa%;LYz3}|)j@HutU5l_&fzeNj`$%S$rE3P9
z2@Mo<*{jc7YrgV;f1_&wKbuhV;cK@L*xsf<<JF7o&uDsi*#ctnB(;xIc5BpHx*_aW
zB1opva3<1KB$Oy7q-A{-*eNmg*Rq7njIJONnQhzrxa0wxBZZ~bv<BE55+(vl<y?9|
zjc>J-8x766%)XSyUJ%gC>T{nSB`5A_%?TL#%wcgqTNuq&bF!(=H?KbA#zE=pm_Bhm
zv!YloPUK3<7O#pNv1e6Eq3Op1BH3h%`62B{8DF>Sv)$b~c7KL?>328>O%Fl#xMeR<
zCZ$s*?9PAs%>4gKWP8o?Oa4b}Onsi?H@j;O<o~@C%Z=~_cm`~Om9PS|4&V^@9Wwsc
z;gj$QxCCAU1qi{92OPuku5d51{vGfO_%2)vFN0x7Loe(GcO&0_1TKfmz>fz^a=ZwR
zhXFVQ_Juv+A@E(~eeDhS4A=@!hBM$%@JR6E0pH)l+6R0F|DOVT!Jcq073L238T<gg
z5C0F|1sV^KZowv40n#Vf9b{AEgK#Bi4Z<WWf)im5JQ!}LI(-{H23Nx?;bd3_dxO>?
zd=x$cC0GvkQmcOiKZK9L)vysNFc%Jh{lSk1{Fp*~9W-Di$R@#0sJ>r>E8rdQCU`k$
z4Z;SPgeSw}VHvoes*dfW=_^7NGoSZDBpr1}19J6@gcY+EI_2NA_><cm4d{*rbVmb>
zt!3sl^y%^|OS_{1eD%Ad0d^FnI~p(=*6ld4z9G@~qdOYl_Brj21~5d}9SunL{<n+<
zBu8odGtV$YlNd9&&!uwHt(}boZX7lVrI}8WwOYA<6De9rnc=4gAJT}cu{ah><}-NN
z;al4qm$B`-?Id}X$MIsJ5$QbY#OnV`9)B)K{`dC(euCV8J-iFv32%g#z!o?ePJ*Lg
z9_$aY5%^8U0bUF1;e61ZfG5IV2>TYe8NLVq2UmmQJR4d34)_H~X1^A`25*2d(EPn@
z0~`SRfaLY-;maT!0T;uQU=bV)*CB^r3!jCL!rR~yxEP)RS_|+LI313Iy+GDlz5<tm
zWcCIe3tA7bE9?TdAe(;~J_4_Ur^6Ol0}p{c;M>URZ-FV;1c$?(@L6Q@x4@g>>97SB
z!UFguvbneWFZ%(XhRfhwI2!f_*$})OUIZ05AD#lMVG$e)$G`#bGe7d>CHRyoV^@UN
zHYT$+qo*v3x?tT2{dlmN+5MC<C;4&ePUv^i9_UW!cPI3_6Z+i={r|=ZeSIbLbCce)
zo+NMeV*+Ujr+Y1^b@SjqI}e=3Wmlm@3Ij$V%qszP6-uUQ<aSUfN%qn^4IxSYe;4N2
zp9zxxr7-acWcjDV7%YY!xCc32IsiAoM?rP~mcdfk8@_-nuRQ@Y=U;{iSOC)f|0!Yr
z1il5b4e%~dd?EAnZ-G~V_V_EqFsy`=;3(K1euCV84QzlS<Uo7<9SVEGkC6M{1FwJv
zjKUfihNIvK@Ehd(8$kOCXwSd@fy-etoC3??1b7TQ8e|wk#u@y4{;N42gXNHhUbqLD
z|8DpOydE?za3*L>U_a1!z;*EdKsFY%7vOntGCUDvQ&4*Te}JFDx8N!$!8vdOJP7{C
z7{KS?9iVZ6<*+~O3g1NL{|0;xu7*oNbNU5X0>-XjG#0Qk2m0bnR;AyX#inX0JC6QV
zrG_$aD*6`Xyo$ISOd7StSiPyv-A+DBkqP>CK6SU9&*ZX!6(Kv#=IgPdZDe!aDy_%i
z)`PTD*$Ip_dYk^pdFwKQoYeKC)vmo;%jmjJ1RKY5jbNgZ4@<$uTs@eqhk26+6ZsOW
z5o(0sHT;w_qioWJa{MUUsMb*yVy~`}32r<L*yezJ3M%N<qfCe5P>#{k5N#-4@Fp|;
zc4DYn7$@je)<FF-TrS69DYQ!=6q8K&`~DWnkxDBGwYrGx4?H|D7=(?{OiFIOyXLg!
z0*skgrvkGZj#L*EB)diBi=*t2fSO~x@Id<kn2@HjazM(A*GxHYJeymJD6!e7PW5XW
zOKaG{n9<1(8nsCj_??w-qx0&w8kov*FKioeq*>`ULTFHg>$H`wtsj|;%><i)trbKi
zQ7eubEmO0tug|M#<zhooGiytCDamw&B8_KktU49Z*rzV?BB00{y&*O_V@tkH&0s%A
zRRgk~!W%b5Y*T1zTs_)tA*HNz`hinf9QWH@w(KMB?50vCM60?Nskfv@f-PnWe<6x^
z8^Td%UcOi5-^-2^{M#C=?ehs>3jqQ^)!pu`G?Mhg)pD*pLB-0I({;1a7K<v}rcyqL
z?bu_=ZAE6^Wz%06Je)WtLW0+RIDJMtkoM3hO+{m*%ECBVHnlEM8vh&FsI406iS(eC
zi7UJ1m$6LmmO!Nxl6{Woeyi!cIo|A=jlozWj&^pFL4GQp^23BRM=H!RwiFz$JFG22
zdoZfN=8dyj&VFmS$*?>+m996~7LZwiWy9IkONSS&SateRS03CUWy4x5m8<24(c{vp
z3g%~6l2gl->uN31)zO^U{>m1iJHs1CEiS2|EV$8A&(U4$K^Jj79@Z$_e7HGVuckF~
zVx~_LJ9hMq3|h@!v?nXE^PpZ0*t11G%xseu7UT<2S_pa7;zj8)^Dq-t_GV;Z)ey}Z
ziO*Liv<$2f4jtjsv}Aad^{6D;w<M)QmUPrYv&RgpIndl3ZKO>S=SQ`L*!zt>>Ofzg
z>JS-cTtpY$5)dVmB>8=)>Rzv<Q?#mv+0pU!c0GzeBLw2em8a4Zx%zsWdL6mz>*}`p
zp0L1bNNm^MPI}%3I<1XCLQB?XHYu@c;l6@LEBN#@IQHxPT>VceBy!H4%CX&$I+?Kw
z-}r3S@-bf3LMjOT)V8I}5r3$>0k2VFLmUdzy#`c!x0IG5ZqO)diCO$Lp>3U*$knC-
z6PRu8I_!$0*!&AL{Uc@rUheCxT7P;HE>yL_9YRg^K31DOV(e$y_*9hfqD7tQhcd7}
zs%HBa7SpMI=K{MekDa1R8D}jn|J$y0&KX<(X8z)vEL>C@V^bEbyfmk)C(CvEH1>UW
z??1aA^{YLx-L1IzX*gWL*dkGZ=~XuYd5J1tuV%TOElie2(>7IXYQ&;N_JvW?#m8R@
z(Dj`;0AZr(d*eRYO-mSK>1_Hs#-@9I$zOC)Nwcj+;C@ZFcq6w&DieI8&6=@AZoy?Q
zt-ubg22`Xp6zvxS`gBD9qXcR7S94mYEgW<qH@6`akzXQeCNi5Ryl1;)FcAieLEEew
zG<maBOV_j)56cI`GToX~^c)-{!k{{}1foximgFUaFzIaxWZDu$JZg`JrUkD?2xuuS
zlPE$o%bgQ}S`|97&a6D-gH@}lHBKAvYdFFW3zJpcte$ILm}umG<ohE)@;_p2>ROJk
zf|tQdVFOHp-0TL|An(5qUIazZ7=T{~a5wV)$Ka*#5|Ax`hrtcV`#*w@z=z?ba3LHI
z$H9DfJnRZTK<586)Sv)Q0_pl63J1d@VGsBXvj2zRwV<{B$HS5E7|>e(8{z#R-F}S;
zoD3Qd=mqU3um{Ly;HP*+KLGCs=?iRx4IthA$H8M^Z}>Htb1Pg8SHXqwT+q0{LU=6v
z4Y~iX@J-OTz*X=}cm^B~$HCu_{r#B0WgNd1wCBKL$iSiS6XgEu;d}5Uklw%a2ZrH9
zklz1qk^g@P?}3-WA~+nhh~wAvbu}Jv6}$)D0?&sKR)F>#(7OLapy{XT-WBt^V!pE}
z&=vD5<*t}N!Kl>zL(EU9{pyPJU6H<#>x%T|W$23Z{|J#@t97GceluFN&<Ok{%hd)s
z>Cwpg=3)`Km5n(g2lt)535IMsj8P~dvm11{KZ({R3%g>p3fKO+VzlyM=fr3Y#+jEj
zvSJen`x*^xF=R7)*T|P<?qPof$fj|iD0nkYXzbgh^cc}~h94MV7%;w(ip|ut524AS
z8Dua{b=eJ}aPEyZjrao@wqgrt<K9f(tTpTZ_ayY^D+V|JFZ=($fG@#2;Du0xQ(!La
z2M>myBKN-<PKJXa0O<le5N<=}myZ9Xa3-7teeg%(`I(Eagq(T}vhKU#LU=AnZ(i%(
zM_~kxfI09$cpEbBW|)H0;6V5dVO$MY!HeKLI0ANu?<3oOuvNZo5_Y>M_rDxa9gly^
zM>>PMz2@RVyH#rQ5FvIsn+Df<`Cc|%nC_h20n1r-PxqnHp|%&MIc1Y;&H7u10U^5!
z(;RN}scuy%$OTmldoUpFXWU)ip<dh^2J6Dc#xN`g17<{Ua0c}Q1)mJMU3A@R6`uv&
zyz15$Qy04LOt;-oMd;RpZXR^&foT%|E#3ubTi!=qqxPDa+Y@+7`C|KJ*}9fa)6pxS
zm>Q4g#HuOAt=!*7ijF>7bq8Bxtyja*VqvOD_j450)E!(n&|Y71T?G})ru`#LXOx{P
zD|HM4hjxObTC8G!w;W1`%c!D;CA3>n4Ru<Onc&R2Ga+qLUF2SDGA|PtHI0hZe?!y4
zm`_AYt`<6DsnU{_eo!^6A%9~gHrCq67srZ?TnQ7@V`ct14}Q6-%3@AXoT!#UX@w+}
zFHy$yuI2=5&RBBB!XPE*@ef^&_{1DFi4H?XiMX}1kJ_q}7Zx(+H+00b`;oqJ2melp
z80tj@FkueRrNq|=v!H(<vtU~A-T_r+Xpr05pQSi4nXR$E1WI|XMEcRC&!bDuytOt3
zko>=Ze;+`$*E;_?%z<6uCS>|cVJkcZj)R5p5ZD8>hrowG`v7c&!yyB*`F|B?uK&3(
z3P-}@;NkE+=JCG^AA(na=KP-sgYYo;GIROQ0oef94L;3y%H^Ored+i=7-Xmal~9HW
z(As`Ik97C7w*Q;(0k{Ziuo^OOAnXOVGADlttb%#a2M55O@K?qiJ_GLp+2%hD7Qo$%
zJ^UJ80b0+0Bs>=G+=aN|SD<zM--fS(#wgwiZ-Uj(3x~o(;daI-z5^eD4}<3E&w&Bh
z4Zh2$&-?AjPjgMYKMB8#tyMPKrV~+lVN+XbtFKjgXWVK_Z=(82u8v((pZghT;%8ql
zBO(uJTs<AVaaP4Bdcph#?*zOCeR1O%mHp^)zzy>bn>+bRb^=SCwaVyvl=b`_bBm^m
z#v|*M_NOHEOOt<y)YxA=EEO`+>}GL9_gXg(y7i#@F5F+*1GbZ30|PCtOtxZXiC0!S
z+p<K5jepx+=}SF^egdDz)Ioe}`9ztYnmlzhrmyr;klv=aTs22Q3+fupdfc6sGyS4F
znNnqR#H7KPd`E{JEln3vxlx-+8Rzbg*$5(b92DzD#Zr46nl7YCK=g^2*29ZqO{OiA
z%~h++%D5a-q~yw2xl#+YPK3<S2c}uWRq3hnnP{YYa(S~&O*z~c@Exg5^)$O=`ik*p
zHiIA_^Mrj?$v)*C$^2WJG50Ad%^D@v-g!ru-FIvAq(ke6#*IF!&2+`wbgQp<D-#8j
z3<UEHRvk9!-CXPo4xQPnle(sRk8W%;2-_#XEcWz361TP)jO*`C4<x!VEr_@rl2u?N
z<uf`g)x+j`6XiS}nzXw|;;dsSkq?0Kj(t!+RX5`R<6FLt`*Jk_=rwDnrKy;bFPb8Y
zXUbVnk)PoekJC2&;ang}q)C7Rb`!24#@ie94$X#>o|N9{%Q#z8YxBuJsDHbs`->B*
zWOV-ZM!CpB)eLQ$+lfIwn&aZWY2}FX{7R7}Y3j+fcKBS+Gxn`_2_IYL%`-1_e=u*J
z@o1}NbgER;Guo2E9HslVrW8i<H~mV`>)#TVXeu@CbegEg<W~GDIJX6qK6q(jw<di`
zYOk;H&SfkK`s73zqgD4yNxEIgo3_g>wa8Gb&-!dHT%L@Fs4c})bew7m(>(wV+)?vw
zmu7CW&^6=Enw_*32yRVjEm^c?QFh5Gt5H&P&%??yjf)gVTT9$#m5aolG{@lrz=b<9
zw^e_$H1e#L%bLoee9-b!pC4E=wrf2ZuqcePn%Axc?vFFWeL3wbo?H=SR}!OsV3XrE
zm-XvB-TI(pVgi2l<)5~6RbOfrBugyO5KQ!~(YwlpT4=w7EWB!rj%(mU^8b~{t&(vi
z|38s`A4lGQ8uY?#$o7)^&jroxe-WAfm2e_F5$-~U{}4PI&VYsR7v%Pv;H_{Gyb`pB
zpZ4kd6v(#UBs5?I`r$BmID7_q{tZxrvp{S29|Aw7pYc9;GsvFb1@Kfj9;BbIz4*Qd
z?|~OU4xRu9!+!7=IxFvmx4<jl*-(X};qjog`pSc=;CZkJ?jc{Uf$r}gmIJEF`XvTW
z_pn#G*Sh&)Yr+oH4PS+}IRNh*CZd?NSF<Q}EHcEj6G2oaeWbGvB=!&=RmO9*a?*<U
zHlN--g7)m2!OlWrFz%l|{h+6dw$MrGY^I3;GX%&=PjyL{dT=&6;?JS~z&d*!3NAS<
z;P&iE+3Rg51GqJPK7flx>5jdFCL0SG6=V;eiOIv(ZKzHkxyS8nrVr$78#4$vahoA!
z?ULo8UiScPV~sjx9VQ$I&h=S_de@iPD=o#9mfy^i5;*o%rQ^Ir!cB5&!bqyjO_;7w
zVs=9DS4)k|XsJ>UowQphj%75$!2h)A{c)f{Sr#{P&?q)a;bA?QYI&@OZ7LN&vzX#s
z_bm)2*5fPf&y7=e;`^0MBN<ZxCiGrzYR4+qqs(o}l)^EM28?)xFSkU-$#^(WFWe-^
z#A1$YlDJo8hq$zQ()B*G=`#I|)G9hM$-xxwjIJhYIITPSDycJC+$q^6bQ0d1?ai2M
z8Hu`}uJ5?^un{aLtSf5Vnlxqzh>lfi<@CUqX4|ALGC7Z5rIZ~UZHK>F%~b7phLx?D
zk1K@?%}le<V;{7tmA0!89vf4uGzt>$<eBt7eZa{2PP%C)?OInV<Muz(6PL)E?1o1#
z!n8O@DyzRG@^~XIHsdn|wqtBCHX{=yDzW4R-|aVhh0#GyJt>i&J)En+G$Z8;_DIfE
z*jiocuPOO<`qAaGa(=wB(N%dBgsCsgxMnek#_Dr+iFeg*ZQpUGq#_6Iwq38~Dr2H3
z(+dU{xWe(lGPOH%uyU~NVA;S;58{TqNUIs(s4oo8EBEvVO1lcQNfK`IK`c!^6l(_`
zQDBsr3e3r<ZS%)Q-7fi21kIu7^0ZvmBJ}B*U>;ZxJ<Fdl@IKP3bZ+WJTr~;y2b+5n
z!$Y$SaF!O}TS9AUr;{h`TKyKk&8Ob8TJywle~^+pJ)X^YTL?Z^$#1hoCtDR*PxZ9<
zD$0a{+;h>`R@m<3xcpU7nfx_Hsr=Q!e_sB^Rnk_^?ayDy|5|(hHjw<kKmTq+?*9XP
z1)c*dKzjcVg<sOdeHA_n8W(sv$PVB^a3I{sn7{|&d2k_U-@miq7`T-<-tOXh6#xIo
zn85o%w*O@JZ#6s=Wb1DV7Q^j)qOJg~-`^i@qSd?zG~a(3>;~5%-@g@J0;huH{yS)P
ze-1an8(;*U0NP`3FZeS}@R#6=p!El`&9@d#1+Bq<82k*`U-tN(2OD4#&V^%OKe&Ur
z`)|Sf;W_YBI2IlTchR)}24tJ>Lf8o7pn3h}@Cf)bbNW}n8{qYJexKZTKmVG|S|n((
z&9-g(X^Gdh+pq8T>m|0dRW_m~`l{0H*Q3-o`+mLN;nqI9uI*5N-Ff`)?VImt$2_H+
zGacY=kD6Xkw@0n|(D~QxQ8(pHw?}QH?b%B#siy3k>BI`ZGr5TGZFj9~`eY|hW-C)|
zGJ{SGG?=MQ#-FTdNKIq66WdZs>-PGglWoSJ4y70GJHQAb=31}4reIV0;{-$sBC(x3
zrVq3fn|~NQb}q6Qp7r}uWAe<|@=S&y7lflnv3{^;m&PKhdDv+EwVvFsoW@+Ha=;s3
zvn9vaae1^fiL$-F9*`DHx!FM+8=#BFoG6-52IfpeKI}g0+~05>684arw*52Dkw~L+
z9$jIhOh15XQ|Y6@p&6!Q#4an_6IpY^yJh~`YYPpHX!u%V5hkw0ASgj-Za#6vn6Hji
zuk6rI@0n%-nxV4!GCrZP@t~MzWv-bU_fz|E?N^u@DxDT?LchtoDdy3TYNU(kv5beK
z>)jA<v%ZRPD{JG7iyM>LZNljk7lXw<Y)zHNN;%P0n+K{pT#`{z?9rC#(fP4D|1d4u
z!s%A!1*bl2v%x>!cx57tHH_`}_DtFhk=lXF2*RO|R!y@Jp0;UpMatV`e_PG`|Mz(H
zwAY;E|6%@p8#!P5{>kRwQrHLXM7IATyb~^jr@_(iV7Lz1{+%Fuf1BV0=z%{Y<Npx8
z2w#9J;3AlWMQ|c$9l!(NdgT892Oo!*LKbBI|H1GB#sS_B&w?{y8OZ*B0NM-iWl(?>
z&<78LUErs*AfJTiLl(5}-yU!S;{#WM)&yJt&xQ$D43C1ZF+T8WI0v-1-`8lSs&EFZ
zgaOdlfb8*I0yQ`et|SjX02&XN0F$TWXZQCXmjnI<iY8Qe>w4z*xS1CwSkjyN%$I4C
zK1{}y8{5_A%A7|x%4Va4y88f)=u4p)8fRIYFOQ!Hlwx1X$DI76M<cJ2&yAh!0!yV#
z&&^Cs>ZmVu2)-G0N*%*1p#S>yf{u?(Tsw?&YIAB~;@SY`yisP$Oz+pH#C>*U0M`uM
zHZWh^9}O9_4h)+Im|Z`?KCBB~-<~`cXUn6xMtbDm`MdA)rOp5No7d*1xfGRGa?9C+
zUG5*1C=r#CO62IowN8Qh>(SKLP;}&%!EC!%=z5?^i)z4;iFkd@dP3rwkF(SN&h<Cd
z$&0`4y|%4d-ch^%aTg~#>QDKMJYqW%pXfcr8Q0p;a<lPif8DyIgOON$<ZQ{`Z@Y?7
zKK7-Kb`^3#A|F#Kg+yj`JCLKY?62P5eb|ANsqsg{U?S&D#=EZQKfP0_$m3sP9fG;I
zFrh7zik<1`A84j0@zU8Pg^3ICJ8YBF+q4Q$)`FTYOmpsL;%8w3h*bsm=_*L2w<&GZ
zu4t8`Sp?IpBV<g7#|s=2M#K}@kqm?8s!a%9(a1GlwujPwEhc^C6#ewn0F@It!~B%$
zX<wjZtjWa8dVQusHCw-|T6J=E*>Fnd`bBLNF^u#|E6Z*^qI(^LGF<lHkmb_x#ud?*
zxg{8r%d+2Yq-OQ%j7y^oX4V>+D4Vax>pV<??d~-xB}l*K1RGgAWp40ih6LO7-Eo4w
z7xQ1529-$Xppu<(N(U8Y#rxy@Xnx2})9CgEFc048p-qM;uXpajnYnK+uteUX>*Uq!
zQvO+I&Yt<LW$L}zENYIa`QA*~m-0@xC--=<I^|u*3Zvw!FQ2G^dcAnFQir#^UaAbv
zscP5aGfp2iT1Rr5Nx0Sg|8J4MWus5>|0DS)+kYQ~OF{Dg0Q?F${~PdHxByOqKG+q0
zk6*3**S!DR;Z1N6ya+ac!d?yw;X&|S;=3GVbMS097NigGK==~!{_7zR$HIXiTmN6D
z4Uw(?7eEQlh9|=i%z+2NE%b+P2CX4@J8XrgLKYUluJA*i{R(&{tbw_pwFBO^|K~a0
z3Ma$k;X&{-#sIzmpMW>Q1~?HO1CNI9QV7x^cm`|*KTfca<GtV}q^b9T^amEgzVKbf
z2i^+Lf@eYw_Jyz0x4srGhY~D+L69wg-_d?v?b=XZ<?c@cs84fOU>s{2DE9f%=Kl@~
zjBP?{x)gnUcR~<s3b4(Im(q;RK=P!u`!wCJcYWUoc+<mgzLJnn;-q<@ji%O&n&0n*
zIX$zT_876Bdt}b;wQe2+-Fm<tt=)Ri%>!D)ZawJcfj)}&Wj#OuNYSxR%}3Hm4uBAc
z=6UE~^vaw@O7Z$-;gOjIyUC=vx7zJ7X-?!=!vvKYOTa4{QD(kpyuvCeyPc&GEuHYp
zza}|3AwoCr{=BYIDY0R$3ouq{kOvcMlMV!<V)9^akQ#0Oye_QCgf-(!+G|<i)Y*7W
z8yYiB9wpFQv>ud$qiw)`ii<#*-jBj`kK}#yCPuD!DnAOv>YiHAt30#0*fL<%{E$)C
zw{`72GiG*&WmHC34>?xLRmXR7ukh_LFgb%^Z?}+(yrI5Cd9yu%8&AGhtqwV1S?iUO
z|7AP>O~|B@|Ft^lHOTu<g)Hm=UqQy-0GjV#0KY?qe-CVdQ{l1jD`fZg!6tYL^ur&J
z+dl;tKm#<N|0m@1cfvVvC-V4<;7quex8vPV0=+5ya0{~cC9oC_f^Q>hH{cj}pp(15
z!|U}ycosYp&H?SE_Yn9z&t#s9XX^gCInd34`&AAE?k9z1_O~|+O?PA!sDfd}t*uR#
z=xY!Uv?QYA+q_ds=O$(?7$qR{Z9#R8E#BF4+$uoy#p)b#YA@oJ`4qb$dp#2!MqcDn
zKL(JaoAsoDGdC$?U2W@c{M_4e$^B}j#0s-;Y-lhw3)kLBxQTRXllfwKXu-fhJjUW3
z%<$iTvosPUy}!iyyh6RNKee1H&CqD-6uuYwuip&ewcbjM{a97Tp~RK#N@=m4t%YM~
zZPwYy!x)0wF7HuAj7Q|Q%RgJ8uMb%R&%08jzeXCe>b4D;)z49m#1+PMc6`OO#e+eh
zbhK)m+NdJ4hK_X5oUwLkv?k~55h|_Gie#s{lp#09bJZ|Cf3QDri-Uau;7Ord@22;M
zf7226icd57c5jMOpIaaLHKbM>6Ae*&+bG$Z&aTye@(K#eJ5&|-z%vBu(ut-MS!<?O
z`clVG;po4lPVNw@f8cHW->&yC3QG@`R1|sw2~kIGX(BOF8dCz7C9XvQY{!Aq|4|fr
z(H19yQy%ErlEk&`2sv`<-|ih4GLFJX9Qfe2dl)$pMs%1|Zc9a1IdIj+)HYYEIi?o1
zYRdcC6Zvk|T2`3xOXcQBw&#_KUkc|rQ<TZfh5f-13;jzK#qDBq@1S`X^#*Ux8`$D^
zrr69>abi+Gp8r-le8M^8g^sK*&+zSYzDx>QeHF0L7PWI~3goK!^@`&l!WBfg+L(J@
zF<EL9H{@zXc2ZBMjJwFt|HpN?nyGKhRdbudx@%@=+WG@$Q9(}ibFof$ue7xD;A|!&
z5*9rIjdCWFX)zW$C(5*B`>ToLEa~j^#XVCSYJzZO7}r~)AhFFbQsyb$pSaT6Bh@2s
zn_?DU0$=(&)Rv#rp~Z0zL;)lp&6q8nU6NeJbo#vLwt3^*d<hmM($thu$xNH!xVf&*
z;IQdd^QR!?zXVTAB*uRUPE1^r{J#LX{DUC*|FQhL9+_YE|IdOG;fZhvJOqA#{C_39
z0t%o#0FH%Q7z6k)NDts*cm|BaX`nHJ0l1wpfh!>oj|9cJ5!OKt9uGfdT;Nj3!Fli)
z_zs`1w?PAz!oF}l&u|&M0M3E~;8%<hTmf%}r-J71zr{Ggb6`2_3SVbj;H7XnJRH8x
z=ki*30Xz}zWh~^=umR@5@A$4=4KINggVyjL1y2C2;eR-Mnqj>y@Fd9lLP>}bnXc55
z^4ZdrS|qjj+?d7xggnxfP|E+=5=yc<#9fH(`35CJnC0<(@wwTq8Xcu;yVtZvKBLto
zT}i>Odfl-uS65Q-Lv3A2q2pN1{aR9p+YBRKw-I>$u~I=QnSh---ihY2W$b2%&NBU0
z^YddjCnT=zNHYCk%YR9WOh2}1-9=*1-OBR5Wi@YA{Ec;jzV0SOdgsMSm6(2H)O5NZ
z-Nw_j8r7r0;}Uz5&^t1p12chb#y!kPWxOOHSFeY)h6XW;EYWvcW@&qSZ8{P!IF+e`
zmaBc4TzM+pH{`6xo)@RW#DjBW?RbHvzi2lyX-aX^t&H1I#fZ`QLj26Cg6^Ullp=iI
z)TW@E1MX<(N@t9Gm_e_Bcu9i^NvV^<1@036w9Hm3VhA^OZx-lQC$w(CC|Ad0RZS@;
zKolvX<k%9lqwvj7q4*2Ej22^hbxWkKz16BJ=%)2Vc!l0A9o8>w&2DjaMz>;hV2jp|
zxeXGw_MT^S_O<>?w($LHt$_8DQ@i#*T3D>C@OEI$`u~q17e5lelK)rp?<dIl(g9ct
z8TdQ$z4rgR3^u_zAi3Y${QE7k{YPOdJQbFL_W!#F8UIGO0X_q-hu1+FR>0|S3>*!Q
zhDX3J7z4NkWDnrWa5cORUJEY**$Nzm5m*T)!Vz!~{FSkSo8elx8ZLs(AX|cYI0Y7g
z>;^m@_J&>Hmy9P|2Uo-8a2dQ7q?<4bBXAr%77l>FlUFyw4e)Vz4OBt)2v3Daf%5YX
z#viVM7s3XZ5B+ct`F$;14jP-d0M3Fl;RtvH+{)O*uRt~m-vsBu@o*sA$vDNI;2ZE^
zcol?@hoj-qpnV9x1h0Ut@Dx}JM}qbpJO~biN5YN1(wGmz{pXLZ;neYZJ<D#Ov_BlE
zC8&p^b_mqG0Uhs7hV_(O%+VkJ>s`kt8T=HMx#kbzSp4nwakhpU`)f^|G5g+fd;7vR
z2~>)6+wZR>;zX|T1ltO3Tlc4D?2OT+6kf6zW^_GM<TKsFOt35Q*|{<anjt0I3T0dO
zr)LtY-6+e3c4o1QNoR<CdgYzbu@W=Go07<x8G}igaAp(Gwu4C&_)Lyxm+&aCnSyGQ
z<Fj~_DCq4>iJT`3)buDy7)#&SCZIN#nqSG3Tr?%cg}nnlxAD*>D!1cTUbdnJGR9(5
zzL3rr2C#x|E)FIxGP`d)`5RbATBmI#u<Kl$2$>*j41m)C@If{^l7ob!#vlzk^I>Td
z!obM<L2P-Mz;x)$9W@5zD7VQw8i?Es$cagk@q@E`VX#ex>aGIexmxZfo`?HO=v)qy
z6XUf?nfc_Jn;*1~()qqu=&ho@l&fbH%CcH+0&U&aD<(Rt?rS&Uo~G}s{;koeB^fqx
zg+cT<+XfWyYvX>PlY1BOe7FC1ZER8-W!G&EM$fJ7yUkwU(R0`rN>6Dvew0};c9E=w
zrlQCq%pgW<<^*vF5>b>e8?vusT;RjqAB^X%eyd!xiWIumY|Tv%i4QMBjK}?Mx%HRx
z_OdY(M-1xMvkofJtDmTPr*<2IBh5~5>4K|c@@UM<6^t-rJrXU2?p9JMw)m`RkyYpN
z*Zz$uJ;97+E>}{i4v)lWY{}|WYZpJ`(<X=_Z4Ik^F)lKjS6a2_%4CDRN{oe~<U^Za
zeQ73d)YI<i6_xA|k#N7UAd}9v<jh6g;MZHI_bv>^Nvadb`Ulr;P3ex!x-Grf%&Td8
zjES(tAuq8FpMW#@TBVA`w`wUj8d|L?3Q${Zj?h-n4%i@xh60d#BmLQXPCDbNd$VzZ
z<eRJ2a#N;Jv7Y6Njh%TZF_KoAoG90awhSyZ>;HSUYS+^^ZtFowCMcEjVWvegX>i3(
z1mzr4{Puq=RqDwZY8(sGWvdfk@3S{uXd{gQ%={snW^{qPnW(1w2%m?YmmWMET{lx$
zoN~!V=sb`VDqtvYRsm|VVO~NLTAE<}U6=a!Lc(VTPg2s4BX112_S2^q*V><y?CJ~V
z2MbIZjP-&j+Xubc0eiE$B;qN$J<xiab|FMI%?CBUh#1?`j&*LqfZ3UdH+A`D6VRMs
zS+T~OkZ`EI_=+ssGWo|FVmw>zyC7E&Cd<W5=3d4GKqB<Ch5AU(NoTFnR**eSWy5d|
z*UXEb(Tk?)kYRI|`o>~oJl$*ej@)X33hd7e6F4svNwB$Cwcd;6LZ{7Ho!2)1`t_!S
zHKVR)%Zap-;w{rsMT4KGzPgP(qgX3!Oq-tO*aqbt5#G7Q>M|ZL9oj~&&&dDRAOk)c
zxl;1~D*pX1GJgY(gP$Yke+gv!?_yX4kANQ{-@gj7a2Uwe-!<?wm;)Chk5@pt1z$zR
zelffViZBj6@K<E%AHbX8Vt5nu!^1%~{Jw|`{ROxjBwtq`2g9HtOzr!(D@e}19d3i0
z;rsAa_#8Y3WaDoQ^g$X9fQQ1J$k|#`a2-fbKx_Oz4%#R1ZEzv<!h>KpxQjgcFkAt7
z7=<(8WH=7yfyu}Fj|kmO>3>fSsM)EnFQQPeu}-HUT4&Y0Hv4=b3;pLIrTi?Ak$zFu
zjD6_S*&)je%hTnp6|wc3*z(c@nF&tO_E@Oc^D$=+yYf^JPE;FH_5-IfGZ8j*&f>j6
zT$fdw&tVeQ74i^WBpnwj6++h8ym{+4=4xYg(<wJeQs1?yH>ci%?=jH-s1!8NY@)V@
z`i#2nMy9#PP{y)V)PGPPA#yjZbJ6V7gx++CNEDLk3pq*4_oRKG##7tAv$+%SvnH6l
z2Z>JfHkc~0k7FKG3*o$jWQgs1(4=9p4WS;Kxn^<XQ$d^VmPxe{g?ylGx@5^5Zs|(f
zH1T;iea>`avpN$)%8JdbZd50Yd6>FC=l)P*v;D^JK=$}x%yTz3lM~gc#%7b}ip^Xm
z7yr50==N<6*^tsbwaHFp41%TY)7o5OG+?vsFCmV28%I<eY<zXJTV*!f>SP8hF`LsL
zEE~?QUOK#J#j4Yn_6N?On5w&~5XPQ^;zYH=OxlxAS-IqlCufIGITvUCWcew}*7OI~
zs8@dwn{Pg8HD<}qOYO%ehh9<YQ4G_gF=&1V^Os(e8M^n^QnqAO1nqT{&yuS0x>DG0
z^!sH6@R5li<xju%eq)WD_`VH?j+xor$S1=*b$z{xBi6{aCTrOty&RS@HKRT4vm|YH
zyqiNPvU3zoEtp{J)`8w-)4qVHlPY`d65PzDG1eB>8>1y=EWPuyPd-W47VBEdXV^Z8
zCr$>y(vvc_$6Yb4wkvZgH5Ka0rId~dg$=?(f5~XR(g9BGl?ZV@=X;C9wWe5#`LVDm
zk*jsZCh_rjRAxRR;n|c3e-^J?Ik+Ude5xAOR#fs~$&{dC|Nrfs3y@@2S;sFBB=Hf7
z5DjIibY>a5cXy_DX7kXDJ6pB7CP6aGxU(k2$=dWx_sn#*U+M1I&2A#4sge~@AWG?C
z@R3Tetg?Xc5HKQ^m7ukW7~-Q8gM}6eYGDjmYJixOzyEj6xqWZXbcdY{N^RY)`p<Nq
zdtUcD=iYO^?|hF76Pc4OHLJu0uP1Kl>H`N7<tK92EgYIlB^+9BRy)>{iJKx#4tDL)
zw<W4Cs&C-i6KM+ntv-K8A}!gCdaYT7fsPHG0)elybWdiCj~oTYsYwpSzI9k_tyRPc
zwdGCf^H&CI%u}0=IxiSfWA|t$bZO!GgRU2^B0pS0bpDVs^$PCk-Q#@S{(b2(FB?*(
zdz1rWS7zb*xpbLt8B&I*s-ev54jf3AdFhZc<xXWIarPbDKS-A`?(ZUS-X`^|BR49t
z9+lg*Hij5YV!*qe&u?%OABFkJIdr*RC-({5(NlCqLQ9*Z8qb%UNh>mgampdpiq*v{
zks4!>Ai`88sBS<{+KY!(Eq!Vi<uQIC$Trg@^<N%#v+KPYPV)R+?&#l?tn&!rTI$wT
zn<xXY6JD0Ypt&kB&kC=Cl}`1R^=fnZxXj~@a)BrUo$_im(oEK~@}gngtJGF&J%U?W
z&Hai)C(spX!?Lg7p8KZwMdt=)biuW12YFJZdZN@t%GRk`JX!>2)fFN>oKa1PKsMgE
z@&DW4ZI|JP#s9yKf6s8IPl3;azXT6~(?B`_%U~Al0pA5K1b@Su<*&h?f{%eyU=GXz
z#RPl=`M^Wq6F@!!?*{Jzr@#t01a^ZQcsckqE8%_Mt>BH|3UE32Dy!yKz=Plc@H;>{
z0qfufum}7QxEMUdTkJG=Cn$ldzz>3_kSjb4?f~)&_)}mH(E0w?cuV{T_+9WD;N9SD
z;Ag-Rkd499(CJa2_yMBX9LwY`7P%eZ`@+-H4F?5X_AzoM5zi|QD|!U3sMsT5CjqFk
z_SSMdY}!qhEqA@VglSkjZBw=RCbBemwj`A^y2O?z8C|lup~oSc2j9drIIC45c1}6s
z^jG|v9V2yhei*_-5ntQRbu~Xinhsh=RFs-Vn|GUiRlCNK4I6)HS=N^PcdclVnsPdq
z!&(_BI7@U`0xL<zI56@;G<RkcZp1_e{+^9#>DGEZ9XP89>CFm1tUp1DroE|C)TO6q
z76B}M2FjU?Hnp~*TRnD8>I7>dfIef@PKUE(TkpHQR@)xXvB<9ZKYjh&j<hEVqCLYy
zbgX4}vMJSv*;x)3{dKA-aS@e_n^F~}+hV`CmB!GaNVTQ&+R#|4H4U$BIGm%~a6^v1
z07Lf|QjyWzW_IQ?QoO~Fm!=74!2V`ar)(inQb%2nRZhYqfO2aaz2xm_Qv1Ap1(T3H
zt>b}s)DEG!DSh>{Ox>E*MC%&eg|Ojp`X8x$p)^^kExu%i?>2?a^Zo*DBz*2e6v>mA
zqw9Tfn-b%04OGW5WwJ5`gxVsN(1(V}A3yj-1ZM5y5ZBIz3)_<?%l$$O0fpijmAi6k
z7w7G3<$86#+NrfF$bhT2_J3~AB}kpTKqUyN7xT%qgrogbl|E}SEs-_8fly_fkjUi8
z;M>$o?NE8uU)RyBDG9(Z>14U-h^7arh9F$B^a6rccKqfN{SvnILD*$v^b>*Rry`f&
zXMUUl(aZ_^VXFY1&~$#2m4ruvB3?^mrGfu|vGE%x#~YL5mE8EX#qqh~_`+Du>fi|0
zbcRD6)^HH&Cf_c0VKce6dTJN-MbC<<DxEb45}ur4FK@Nx`Q1q0^@#^ed^K~&R)z^T
zkNkJNlHC~U>4!m*Xtlp|M5@NFk64{Xt{cM^i|1Xdl50bFWo;I<al-<@ldRZO1Yo4k
zcoR$pp7e>D4dM9y=5DKrl98!(n0}G+=q>6L6T&ZwXqD2blU*(3cNA4L&l_v$=2>qR
z;2+8}pD?oje+fLiZ2ZOl!y=pi|3ByVpMgIF?+3pLeicXta12;}@@Aim0vQD|3S<<>
zD3DPgqd-Q1i~<=2G74lA$SCjvP(We;Ck&HJ0bUr6{F^<^<V<L)$xbcyN`P$6`&UqM
zq<b)dP;P9zvTMAtYy3teLNnuYGf0G-aPG``c~z>9ga{J)J98H3=ZvaM&>h6!h;uA@
zgZTdkb-vEIyZC=8*L(r~{uKB{&+D)9|2l9DkWIiYa1r<nXZs%qEwBWB66^)928s*#
zUh2FZl!1H#sEv~d+jOq3_<L^x3K{+VKymn_&;KN6>i-5F0KW|G1Sdfm$fsWs$d3LQ
zbQZn_{sG(v?gY1hHn;{{4JN^Vp_BigKrsS70B!-(U<$knNMB$6|Na2n3*HT`2M53$
z*b8=ni@|AxbRPkCfo1UH;8JiN_$cT9?*T_a85F@JxD<RRcoxClW8eXBH#i9r9}U}R
zFM(ZDQ3gX+nBs7xvbtJwE(aO>RtJ%|rR!SVj!k4A)7PQtm(<nGN+v~&bJgBjtKzKz
zRb}k0day@l88G9FgJ3MLbGJwiO;4~=?UidNIN=0^o2}G3<}j~TRb&q?NrdKNdpI3V
z6zX(h<rFROlffe~LL<uTi`JK<e<O)9GG<gca`V`m^`@|IU6`8AReQ_M+Q<v#s4zTx
zB3fA?QrgFJW`L&WQ&oD0@Mwf21(Py=id5z}N=jUtaYc(5k;;0_F6nY#0X$CHw3WfS
ziEg6vB^=1FqkJMYD(05SVCj=pCAX>T)lD0Y#jf61w1-0bk^;WC_ZH4-t%hq6@tVbA
zdg3t>o!YWVJ*(yAwOpW;1j4Ctakc0z=tfuCUan4zZ)H@vv7{1t5R&uUHHR`-Gbcqa
z#iC&vKzatx#T0N;*y){Gw?qQF18<#roZtgJxk1Nh(p|8xEJjJWd|?riHQE>;2P;B%
z)}$aj9fY-c?9%hzUeRjYP@YpURtXNmZY>?HqVCLsr(%phY5MomIm(C8!TK;^&bXK?
z<7^KbL>eeJ3*CnL%>iM%YwB&G3jdQz<X2xJX6&f@3UCFkQ*MHY%Ck<BIhe!h;A46h
zZ8V4#RH)Qe@Y-XY>UY8Q%y&Tdv3RV+flN2iHg%Kh7;EKXetuyg_E>B+xjx6&fB0bf
zviT#^cEGiuTkFaS+<HHeTk7}=R@XL(&n?F;UExf;#)BIst36##!X7Fx{l7xDSFw9f
z=z;s&<O)4o&~Y-_nG0-4WDSnhVAAb$d%0|6ca-tJD8{#eoJ_}_dslDMRaZcX<W4I8
z6?9HwzTT5#vgr2`+wex!&z|eHa~#F1gxmt#tgfuYeWB+0AK6!E$|q49O@9o%XL*HT
zo?2-&h)D%`W-kkU+P^UG3g-B@C&K8;QRIL&V!^sN8P5z_pYUfO+cjSxoaKlU{RxU4
z08zPIYB8Hi%WFrRk##D8^^!d4Oj+7Yl+hrgfgYG_9{m5&Krg27>f+_fyH3vX8s+X0
z_ZHPRpT5*}OXl9)PPahCxRh8V7pG?qAI5qvnKU&6)9AQH=OZOu<S+*J&N)h0XpPB)
zwK4k}@l{L@`&{7Dz9*5U?rSBcQmIIYb@l6Yq)WVp-A`32H5R-hBo+eo(@LgwYpiJC
zVO5RxU6!aHEVen8{e)t)_J3|YXPNdskXVv>E_h&Kr^~*tfy=z(IjhWV#YU*Fg#~}(
z2HS0TuMG<J;t}9-e689a4yiTC86EUN8Ff!qQeTGf-?kJdoOLLxGmKyhhD(b`2{l@c
zEpz$(!YOiWuH`5G{}arGk7#1R|6j$wFT>k^3H%k1{{LIR32+>=z&@b30GEI-z~?^!
z9s|D*J`C;vKMP(D4uEMOdB79!|DOa8g1f-4g9f+)NH(DO0AB`*5g<PTZSV$g1Go@K
z|Nn9DSs;IaZv(#s<P%W71`dG>z<;B}@EEuU+zHBHKX{sZd;;iR7kD66;LEGvMlc8D
z)Bly=8LoW>{4v<VN5iO3S=^s-qb-J13}fz?rj@Z8xnputfp$)0c?Ys*X{|tl6d6Ne
zlC)V`Mk^U$hfg*)(yyM3F4^43o(~Cy&+U2eJX?&-gGguc^R;rPi4kzre@$*8rO)K&
znf&}4DL)UK`u8Tda+{HvOdY5DE*5ejlc}f0=g%us_vb5;I|SE@QT(3s5*+dWvfqCN
zynN9A|03T%20jXY5BwH5394WY>;#s73(Rp=B%?q^fs6tf1u_a`6v!x$Q6Qs0MuCh1
zF9-!B!x_|~&C*Z?&**YiG)U`HpHrIH;{O$U?^l5M|L^9X`2TysTfqtt-+v<z@4p|&
z_us|fJfOIMZw8A%`u`K)InMGw1%i*iBYd9)7lVJLo%=(3FUUimRgzI4qd-Q1i~<=2
zG74lA$S9Ce;GCy`IJ*7^yRoK^RvaguTWM0Mb`f!Ba`{?gJ>QRC;qEw}vTn|!MV(66
zn7vc3HA@6~3$?o7?j&r;T3@PT6xDGVbJXk;He__l+@<bXZAG1(@!H)k!R2-qj;PDu
zmJhjcv9GH8xk;FC=d`X*T@olEGrhQz+s$bpI?ZM{9rTn%ir6%_)a&AQyt_uxLzr?}
z0eRSeO+v>&1yDkcv*yTrHD2spZd9qGZ3DS+WKU4mnh*Jr%nfrFjU{qNs(eU1dzu+z
z6ib~>snTsbAE^3mD)RWq+j0aKDN@jf=+Z<-)Q>nQr!ru!9pwfxShPK7=oqPhJpVE1
zbktmx8uc(ck6t}cE?77m2oZBOvktHtRjW+yv6_@B8f2Ge1M^91mU@;cHEEd>W}~l?
z`ou%K!RlJ!3Wy>ir-PVLtai%nwXf3>Tm1jOpNIcSY~{uO|0w^y0$=|qkk3EG0h|K=
z3}1ggxEs{LYr#d}s|@=efwzM>AU*zP;qU(*{0X=dG{7NnDfk~I)#t(cz)8>qSAti9
zPcffA3~mQM0nP{V*Z(2#4zLeg0-j?GJ_jBFe*r!O?gBpt8lVn-4D0~sgU>N=9|xzv
zQE(8*kH7`spSbUT1fK?P0Y48`!3sDCE&)cHzUD-*JI2#%WaGl0EG?sf=0Y|PG8&wt
z^T7GOkUt77jMz2p<X^#0`0d3L*!R^7yPd%!CWGNg*o(QKdw2SjL=9S9&4WhX<?!y$
z<6X|)sfn@4$@pikfwzy`Qk6wcyP@i8wZmG6tswt#=+Mkfxt&Ct-t`I==g`%gUR7yT
z*NUmsNTVi8bQ~2ZGPXWGUq3ZcYP<^TN1Q26jg;8$vVMh%;?ziqeix~)`uN6tYNVvF
zL)3n<pMzAlqfF(|9&sQKNtR^=3MuN5vu_LyrBf|q7&2AF$M?vmMoJ1w<oeFX=dis;
zq=aobxn0Hs1{RuZL@d}8v`z+-7wKI=A|iFV@||EsxhX%xWE(o`159H|>)aCH0>4@*
zOivM&n#olvDL`|nWKPvfc&>mZrQizPX*SvzTg|>j*BT+~XtboXgo_;YJ@IipN+iTz
z^Z1l$bt<@I!N+*B)yqfmrGYPN)p~n2KdpRI%vR<Uo<Y_KU`O~Zo{r?skAWuq5A!;o
zcH*C`u|mM7^?HvWp4OtjnR2C~TQT|;@{_%;9F6eAVDu_K4z{@@sYjf-S)PeOjwNnj
z_zk<;U~i6J4aIrq+fKgV*``{TD;#s)5IdQ$`y5V_a1#j*Zu1+dxclfodEq8_<!t#T
z;9KOSMxJ-9*M1XjfxP>k$DhCVmyH~Px*vj=zdS4Q#}t$Im{INeW&^M48{HbYLZef~
z-J_bEjNe3IbXIUCwUtR08l3(*+T*Pjn%mlp4vmd?lEx-mWA-4$Z}qcllIOlgq`BF}
zyywX^NBV5Eeu;lfgg1zvO#dZxI#p`un_z5m#q~e^k`FhrwOJ8vLZX-gFXh#0VS3{7
z?b~<CEx^!+G8cM2Vra)EyRN%_1ql7z+W5w#%UAIVMs&&ih~D)x6FE}ju-t4;+uLWQ
zDHr?sdbiim|Bm8%Zjd^~#r10UL(HN_$VQdHJ&^wSSf=_)2*?q21XATg6(a_?;V5QH
zFE!g6J|0*1Qgy4WeJ}3wi^P0#$(8Iv{Qt}0z3&3z{}m|o@8I|U7Tgb{_y1;~vwxlU
zKMv1-8oVF81H2t{faC!$1+ww~ZO{a71be{K@cj>i_kg3|8gLPKjy9hKU-a!i0&idE
z`&B@FdKmuy4lfJX!~d6o$I0_v@J{dsumk)HJicTBr@%V62}}U-{!hW<i}(LE@FwtD
zFb2f?KMHUEKClK}55((#2?5bP;1|FFuoHY1`N#*syTA!>GpGUi2)q*HfP#xESm+Z7
zmp%#Z0Vlu>;4<(E@FczkPJ?^F?cg?W1iS`p11|<I0#72(`yluLxG%`|7#H^mb1v-G
z5JO~Jb049cXr0G8#CUNu^4rt+C2o&Xya`X`iBm04wl#NekZfz7ZOw}VJVv%PcQ1~3
zV`GjTN9~idt+}U||2Lf33>%<qYo4Z<`!$?yVe?t9DJR=H@0Ln35GQ*<0+B1{4j?q?
zw#&=-KW)X%R^<$pqbTp%w%e{Q*H&=Q+862!*0)(3S=xHz|AGec)w$KN<mu9ch{bMR
zEURv}>%HP~9obYuCbm*rElSmy|Am`dHDZ<32y9mC;C_@Zy;`qc-8oilH&@5JXINE)
zXbY(rk=|euyP?GPnOx%tCF9?bvg+fjgj2B=h$Cn5&8?L@7ZF=_^Zj{Wz7>C`NCNS+
zs^$y%Zll#=_BL^m+s~znUCufpVxnj+`u!XXn0eFnUU-#HAD6d{Bj-XY=zBq#IZ~b8
zjrUwcT&>P*zE@tFX&LjoX@gb?et?m`iQ7x$;c&L<yqda3L$e#Z=)DEY?e90Zqf3ls
zs*@wB5pHXc97{NlPTZ*Kz|Ss2>I#^LU+yWkKo9rNR0;cRd<xnsnwXIc%2aBoJLO}E
zR@`MHw~bPN^b=QH2l|(oP{r<g+s&PL5~r@aiACr0rF_xm<f4~(Pb5wU2)*ZCmxp&Q
zBI{nN=|m(kSk$fXe^jFfi@fS+x3HVJWKWMYI%W$$P`qp+cX{!OWbo2<yV!Qe7tWbG
mBHVhlxQUPUey`hd1U-+?yLWtE2OlO;j{=pG)okV@{(k|LyFIo5

diff --git a/create_features.py b/create_features.py
index 6ac19ab..b180232 100644
--- a/create_features.py
+++ b/create_features.py
@@ -214,34 +214,15 @@ def arg_parser():
     return win_size
 
 if __name__ == '__main__':
-    # window_sizes = [5, 7, 10, 12]
-    # window_sizes = [15, 17, 20]
-    window_sizes = arg_parser()
-    print(window_sizes)
-
+    # TODO
+    window_sizes = [5, 7, 10, 12, 15, 17, 20, 22, 25, 27, 30]
     window_shifts = [0.2, 0.5, 1.0]
     fs = IMU_FS
-    subjects = ['S'+str(i).zfill(2) for i in range(12,31)] # mars13
-    # subjects = ['S'+str(i).zfill(2) for i in range(21,31)] # mars13
-    conditions = ['M', 'R'] + ['L'+str(i) for i in range(0,4)]
-    # conditions = ['R'] + ['L'+str(i) for i in range(0,4)]
-
-    window_size = WINDOW_SIZE
-    window_shift = WINDOW_SHIFT
-
-    tlx_df = pd.read_csv('seated_nasa_tlx.csv', index_col=[0]).T
+    subjects = ['Pilot'+str(i).zfill(2) for i in range(2,4)] # mars13
 
     for window_shift in window_shifts:
         for window_size in window_sizes:
-            func = partial(map_imu_tsfresh_subject,
-                           tlx_df=tlx_df,
-                           conditions=conditions,
+            for subject in subjects:
+                map_imu_tsfresh_subject(subject,
                            window_size=window_size,
                            window_shift=window_shift)
-            # gen = map(func, subjects)
-            # for i, x in enumerate(gen):
-            #     print(i/len(subjects)*100)
-            with Pool(cpu_count()) as p:
-                p.map(func, subjects)
-
-    print("completed for window sizes: ", window_sizes)
diff --git a/regress_rr.py b/regress_rr.py
index 43729d0..0255ce1 100644
--- a/regress_rr.py
+++ b/regress_rr.py
@@ -589,7 +589,7 @@ def load_and_sync_xsens(subject, sens_list:list=['imu', 'bvp']):
 
     return xsens_df
 
-def load_tsfresh(xsens_df, project_dir,
+def load_tsfresh(xsens_df, home_dir,
                  sens_list:list=['imu', 'bvp'],
                  window_size=12, window_shift=0.2, fs=IMU_FS,
                  overwrite=False, data_cols=None):
@@ -607,13 +607,16 @@ def load_tsfresh(xsens_df, project_dir,
     pd.DataFrame
     """
 
-    # raise NotImplementedError("To be implemented")
+    raise NotImplementedError("To be implemented")
+
+    # make home directory
 
     assert data_cols is not None, "invalid selection for data columns"
     pkl_file = join(project_dir, 'tsfresh.pkl')
     if exists(pkl_file) and not overwrite:
         return pd.read_pickle(pkl_file)
 
+    ipdb.set_trace()
     x_df, y_df = get_df_windows(xsens_df,
                                 df_win_task,
                                 window_size=window_size,
-- 
GitLab