Tg6d)p`YZO>))+z9W1M>Q7=zwWw<)s(@)w>rz
zyz{e!bCF+nl~-)wbML4TyKv!~)oCrym7FtIZM=Aa6)hzyq$*$hzC;=f?FLU62Rl16
z;*?Htw|M=*0=B%S>-0nD=B(4|H4RgXN372C2Ky)s@E)#I7v2DzFS%`6~;X!nLO
z^!K`2J&4fSaCk4xQ^5ZxHxm@jrFPGY-klw@(BA;Z^
zCs9atS@WplP*D-TEU~-?*FWzhmyj^#6ws<(yg16wlBGmrh9C^p>eDNmH)!`(`VglK
zy)xf^MOCOQHC5l#u9+p5LN^2u#tUwjS&l>K&adSrL)5cMx(d+t8MK|YtWOx)Cgm{E
znk{#g0KRea8(PbZuVrkdsx)@E7}1+RSorH9edB7D@yB7`-#no0-HR9cxt7|L3E@k#
zF$Hc+gAg^T(_P{)RE1!1v?9#TrpF(cmQc|JRFn
zQFK5<0X1pRzNx2;>|dBW8br5tU3gI1#UBImN+KfOp;W_Ff=dkUr**XsB+#(*CTLP7IIVAAXR4L;MnB;;785_LOKlz0-32
zmGku(<=*7|7Xi?4^u>$n@MyQy#>Md6Sn51aBYTGL$`y-dGPM(G!@NRh$ara+3Rz=fB~czt6ZM7vl+M~C
zsUvH1t`M>+&CEt`BpNDekK9iji(3vB7SxH4t^Fyt>Is}t
zeUBC!`4byZc7!=8LZWh&L*~cQ<+bH+6AlZmozNCe3L*NV3ZA9Hh?VYO1Ll5;`&RYkN~H;-y4@HfXiG`{w1?q5GLh|*0+`b`2B;z_b7Daa~pl)ENF;g_Wc3sS!rX}Uv%+Z`ycUi8ilYh9w*fp1WWNaPV5#gkV3Pm^0pJ2X
zVbRf;oOM3N#$^4ubBG>6(kg=IG`>g9Y&xi^FbAcX6G
zZ{XJqRZ{`u*b^2Jq5KJ*^oHuOJ*OVxoEfqW{T6$%LH1V;ARr}T{=HB?@
z_gE>5H3`U#;@*oGA~!X(BV4ey!%%Q>%hbL3QE;W=LG~k63XTtpkPtAA_n>MzIzvo|
zG{_SlMQfR|S6eg6^Xi@a2?p`<3kj1eP~aoK^#}Za{Pe4l5D-oqXTXXB-t7+hiLRz*
zDgcj;MQR!v#*eQ6UJhS>J(jPR9-S;DB?ue%ip+@FY+XYJ`m4V1kSm|*>+KD1{tHSF
zXJ%%=eozEi8W5}uW3BAyAml_rhJ7ZFrowM4KIZxMJyG!~!mUf1QQUP&tHKu8qrZ=E
zIAQ=9DfAG33NZw64aI=JBvIlCv9ZLYi|m}7Dapxs|DnJ>BMKq&$-4ywkxKeg@CIJ(
z;IB_u{4;0L($W#&bad=;IGks$;C=&E5lB9wIHGl}JKziWU}JY|XOPzf<)
zsf>NQTuZiUG$~TDggY4fAjQ3urL2jN
zW&K+i1<9(92v0+1g*%#L0;qso!s+UMXkg*ybUK}|r>;J27ofXh`%#WoIN;#M#>QAz
z0S?`qE^AfB_BDC+fd>KcYHDj1J4^v}JO$hkNDqmdbH1IHw(*SMHuFwjOjvL?OJr1q7~b|bW3S=oNU~bGG6>V!RnG)
zGm(?V1gnsIiri)P4R^PfyC*&}>5(o~psOW)j>XmKP9%O}2+R
zE5+fzJ>?E%FD|k$>~1seXlJZezGy7@h8OhcsY^H|q6AM(ZJY4r(VY7|5}U%N>nTF?
z9(zx_8dOLiKydfknwkOdo(9=#R##UI?(ILw&A~ST0S&gsb+!X%Nh?Ca!mnMokITpa
zAQc7};0++bPCZ2(VH{eIR;y{iS
zXeXX82Ms)wy&|hJI-qD`$>w22D#078RaI5MK&7-ed9)&5_iuf?Xe%Hf&>uLS4ytHI
z=?R5hZ())%BDTK@KKJkMb@muNE_
zbAFhbj{!XST^H~^OqD4YoSC~awh+n|
z)C;?-F#=hLyr)mc$VWo@V6qR0wFI1{TEN`3Ld&WATO)xrz-pJ515WlUe0g>z-CKUI
zc|~2xlrG|Ks!m8S%s~cq#n#4V+FdytkylbOPf@644)lj-eRei;pf)6=!kUra?_l+^
zsAy(!qBDZ$h_?6WX*;_tAA%^&Io0RJqs7HVCTypqw3Mg*I1Lm5
zaf=AuftzH{^vZBAUD5YKkBnYIhjor{oGzLwa^M(w9!%a`7C>HGOT{4oS2h5#0V*P5
zjEsb_vWkkwpD*kn%ONxa5QAW&fR%*t$^*ErQB^3*%F4=?7cUA52&8KUmI5gZjG&vc
zhVa?=FE`}xOGufg?&IfQXg4~-7$Efyc}A*sLKUwCpjPhkO9+tU?C8iXtSl=nZCp$X
z3d$*wbyZFSIS3S8Xb;X1;oW;tgD3DS9gJH$pIWE^Ag3`~ttciojL}F1X&TlpZ<4`j
z6hl^{Nbvfnmv*ZS(Ya%;PV^TF?mWH^twG=DLywL%F$B*iaTYL}nL$^;uj918eTn1~
zw=B5i1#M08brNYBS2XWe&_etiEDX;mDEKfwz7297*swy&{O`Ic15~J}r@P3Wh>w_x
zOR^wU1E3jt_OJ#{9oBHfGCyfN@as>t%XMM$iTCe+1v>{>HSzF=Dy19c_k;jnt5A?s-2OZVsH*&6Mcf-%1j2KRa?Ck(q1xL!!;RYc
zp*x{;v*?fUvy5t58&pqVNT{hw$2B!K^0XphOvoF8S&Qpb^Z<6rNp5}U6aC@HnE1D*
zy?RfwtedYtyLhsDl~dej7(YT0TUU{@x7-LIWQy5D@WW_^H*wq?^`Y!sz+Th>sRRuK
zl+OWN|f-*kwO_dW-l&o1A-G-V81~ho5g}AS5N}TkEr#%I-b%mb8$q
zwQ(koD`;LE>$Kj_*4m2XyLBU7Mf{1yZ(!?`Xf}#KRYLb8e`9XwZuQR7yOK6F47_ar
zXzASz@mSXFgUp_9hKm|kC*SR8A0+pdcRdQY
z!%aE~-GdDUSy{KbPHQlQsDLt(B0uKSFf1$Nw
zD!RM7p$P%b1%z9@K>s!;O0}kIKx8hwx!9HD$G5p8fYdy94gwM7qO!wx3+J@E0DbQ6
z?hc@_UmCP8AOK2ib_9clTR%pcRe!mpI|%ed3hqK)GD@Fv;x$6?+d|2e`
z2i&6%4N>S!WoQU;^Yf1*5UO6o`oY1$AeXpxiv&8#n#tvR9+~CIs$?a#Bjz$mn2Mgr
z$Vdpc1lAPH;qpYM(Q~vq7x~@0a*w8k>J}$gxD}{0xo+jL
zLRND$UF7;1K|LBffNk)y5v<-HrN8$xu$pRAMaJs<2so6`!hM%EeJpksGC+ZcnBA^#
zXt+E@^Ozf~+rhyd85M;>yqMlkxDsb@pE+U5c-R9X{sl*qy!rWfo;|epPrq0~Az@7q
z;ovzei^Xk$1}fvLPdCQwNP{cREN$9
z9pbB`$;Cxqn4Ds`iDMAI3Z*Rbgk31HxZ#zIKdpfyN}|*phkLnTmS0ey8MN#M{bcAa
zK<67u01UQYc&QguUoZ~U|CUUWi2&yvlc$_KJaM3;h>L^B3HM@S_i%Cf1m&)g0`tdkLRDpGP=(OOYPH!2L8D%Kg3hmSIDM`Q#an($QZp`CDX1EDko&<4Vy
zBBp-mn$@SkqcixE4QiQL1dtwfP55$z=@!!>%E7%#V6(oiyo|N*
z_)>NhBU_1PKgsmDS$<~;vjpU=`+Z1d@mljKqla1}NcOcJ7kBF;>_Q))j4+4Dym1zR
z0i+METVhQGHECgWi)9W=C=Rpd;59M(>pO$vL#SITB>LIZO{GOFueo-T*tU6&rCwIW
z_f$aK(2d67!4S=X(!8#%S5YfN^-h!~S3L=T$6S8B>$#51+dwqLFPs+)ahDVPY?T&J
zTCS6QsPtlj!H(S|ok$r+JrwnIzwbcX_ZZ%)Di
z^aEXk?4SOASkd2K;NO&Q@yaTw{`u*%Rn5|)&VABZyHajHFh2dWfr*QSysj`92UrMy
zZCHHyIhkU9SRgO{`VxuzYy0ECk1gon|MQ1`4*bs_eq8!v`_C2sb>RQE0Jr$>{Qa^0
zuT1)J;P36+_B5@8`AXi1hD`l7jkw3c^nZR~B01+YVD+DST~MC?{Tp-d`w8FA{Acg`
h3Cz9UiBN~Px2x`0ceRbJDZt4r#s+8fi}bFA{tK&V&{hBd
literal 0
HcmV?d00001
diff --git a/static/img/XGBoost_logo.svg b/static/img/XGBoost_logo.svg
new file mode 100644
index 0000000000..0a34667701
--- /dev/null
+++ b/static/img/XGBoost_logo.svg
@@ -0,0 +1,457 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/static/img/pyg_logo.png b/static/img/pyg_logo.png
new file mode 100644
index 0000000000000000000000000000000000000000..2add72aceccd976f8802ad0eac96d25de878d1bf
GIT binary patch
literal 22196
zcmXtAbyQT(+owyqK|oqUVPOGTy1PN?hNY24O1fLZ1(tB>ZltBVOH!1S29XZm%lCKQ
zKknh2duN`S&wS>YXJ(1kP?N{Qp~gW%Lc&v2kkLXyLf!$M4J-`cjVQ|dCEyRXi-Nv8
z5)uW`(}O(1dM=KHM31B>BdPNNew5vzP4j(bz{VK=2P5)JoYbI4wUA_a12SGv5Jdk$9`=Mh570k>&<$i@(SkSicJV{mlt#_@*7p5CoV&u*v4L
zuK72bjT%Y#Z)ug0)1{E@>uJI?pIcLt{-lWrP^h4wZ6kYTw)ed+p)9Hye&>>dKcRTm
z@4DaCfDncMga~YM7ZVT2qnJdFv$d)+zW(KjVix;&)oxx&^*WfrIgLyPtQ_k4cFAk{f=D%f_-UONvLleRtR`
z{{#6V&vQTwhUttH3PNq^BV*AGW}_~Mm}nlaf|>?SVSuo}Ns288yih{fP|_(LzwJ!{
zPpsu9)9YXznLM(&VZk&r@t?{iNbxMpC7|31sD>FGTn@g<
z|N9n5$Z`+_c%d}wn&pe;_@p%uW;_m~jzUP%&-9Pp4lx^^m-9$tb5U{N*lueq*j=ar43D!FDYoxHA@K1;Ysve
zT>e(TtH&!8gze8~U!m1@X!cL9+lBy*j8TYS<;;_J&T2_dUe@$pqpkLb8ZdJqeml_&
zeA>~!{JAN1fB^vTwXa$T-;)L(LYBy|aW)}!_hQfijsL*qlkWe%Kn9dwUJ|ijMjx^H
zX30=THa4HxU1rMtCmAH&UQVSASXL5x?7ZE&DR6-`^%THy1qXghd-@m*A^%Y~Gn@R~
zftFsP_HL@KPGT24dYu8yKM)y+0l6K@>_0gs;=zF5Pz}wrOtg!in>|B$`C19|Rs#Go
zOBY7|KUg^>=`ApB;~b>#2)CGl=&(-n_+?OkEtPh8a%~E=oT{7ht-1(RbVEEJgZ=cE
zsZl!rEo-d-s?UKU?NvWHFCTqmCdD(QNzhz8&TG|{Bur+0R;jUYEQ_5N*9Hg
z?f%!SDjLEI#G>1AptLwZW;hQc3b83?^R=$>Dd_x9xa~wMrwWD;$_@^i03qZ$cso4Y
zgl_#LX2p!3sRk4A`*eD#($R0V2w##4fTbBO!s;i!%(OY9(`peN^3y9MP2N*%#Bb0P
zzhCw<{~R<+pm#CuJ1`1_J|=zq3ZRDer9I3_@RutHB>)%5+nP+GA#}}#R~}xRU4zLbR9Q8@EnLfrVv1;kS^sJhV@TosK(7!LVgY8!Q
zUvZtH6Y<_$u~D8ekwzc|<)!qX@C@4wc?JvnU-7&nN6
zuu8&@LWt*I8U*HH3D^XC5p#n~LnoS5ho4~gUmGl-4Ogk`bbwG$ZY|^LnWSa>$7OBb
zcvEWvu|Hv>lg`^k|7+N{7*w0cMio?&|NFl22udJkB5<4acpi9jpf|r-S@GEMjrzga
z6wT~OF$xeBP%I4byLb9z6ISOz`7L48Y|v?+;fY`Hv(G*kWWiz^IBnH)~*n
z$qi}#HJh90&+fF2JsmTdC43LaiBu8N{KGDaJE2D~ch<{P{iSff41GI{RCXo$(*eCV
zFjgDD^xGk%;?7=76j7p^aX17xb$s7;Gg_uCs-T-RBGq;I{XHbBPla?mx7|7`bm1fO
z%5L8i?=U0}*bf*bUB%1u65490CE|zd%)&1awvTc4D?=~7mPWcfjREP5-uUA4`Dqn-
zF4-DyY8@tqm~>Kh&h>#nbfaiRnI}Orit-9M01F=@LeC_3(JpK>f)m*?*PFIN1aVDM
zqMpcy1$<1l`ea}NotjuDvz^egq^ObXwDKXeIjX&anx;)8$YLy_&~2(Ujyd$rSd%k3n$e&R
z{g{@*OQi`{L+vWYP90j8*bX)WV%L`X6Gc%CKsxBL=Hw-5?XU`yc?G+z+P$WSh~|0X
z(!zLj(7|;`b(pcbK?&*phffn(VKP2~_R*h)7I9}Ne4OY>cS=JyzU7}>UQf|JcjGl4
z*Gu*_Cxn{D=@w2epw`
zj%FtJMk3{lPLX;`eu5Y%YON$AAWjo-Fybwu^NZ
zbNqbV1!3nuQlz|LNlx-J!Z%N@VApJZjcK*hM?$KJ7eu98F3jXj_%z8dQW!SHh>oN{
z;=1Q3Gv+CoT7fzyiPYD3eM9kV1K_$Hp*UUeaen%k1%0hLA<`69t$UF}P!z;=#&Enu
zITx{cMnE%6532H(TR&?h*l$h#zO)+qvy;bEn{F{JAj7W$)Y}CYRgcT?y(!4G#JII
zul;sL4t*~(jlXX{IN7(D6Nz9206a>0qP3>ZrgW@M^vjBN{=4vNPkO&sKeZ%Q$4pNe
zmfg9nxQ=qA^f0mM5L)MiJ9Y)NnYFrvKb7Y~i-`?e@rMdYrUr@eT?O5ALKP52zmWm5WR)S@RJ3_GX`G-Y#7N&z7={QY87Z*xhZIs5g
zMR_o48nlxI5-iDrk0Yk4qxl3*qegry0oCby)WWrsOfSmj
zMw^^vtVU+yVb)d9S52(wX)#5Q3r1nOP2dkqeh4SO1d%5N?+|!|*)!3}6s5kVL4}Tbe=2+)~Wc5eC
zP~WM@nnv)k#G={TNkwJFybV0=kG~dRjsg<~1-jBrx_wBQiu^U`I2tJKL)|0Nbls-V
zuTq5ImbOzx=y-7T)N4%_EoS+-GW}S?cEvzBeL1lgU1!0)^5>spj3Ml(3X1Edv>?MF
zL}Bs5?&1Be$
zPDr{o2zU19<0QEpVG6Rl;yf3`9Fa{FnkN1}X@O8N+?;jmi#REGu;nFWiTNUfZ!YA6
z#c(1C^^cc9;khH7v@Ggs!#F%-9ac5`ioE+B27i(VfUf*YqaTOJc5&^Teqt<>KOg|olD|ugi80h`>A@JdOR}cA4ZMVbgpX~ZAgo7f1UgQ(TOQbB5`_|%b
zOWV88+bSjrt-)FX!$@s41~}E;2A`?*8{Tse^k7yJ2)f+92{J#*m;L?AI4;OiS@wIs
z-FsGSx2%0n>#IO3xmm(pbRkl}c0~+#Zs+u}$Ib)VqiCb~^)`={0@gEoq+Ty}X}!!(
zWK5ApPyRNlhLkfrGH5O$XQ{D?<*wG-s6Zr2jZS)YLNY*Lu;-orMq@qvv&!{;*2&wpBYZO;Ul1QCgY}rP>Ye&R|SainFW{$bN3mp
zD@N5G&!|WnUgrx3LMXWj#SwGHh*x_JvegpU`P-k3QBJ!Zl7hxyP7Ym!7Sh=|#&
zuiJ&@MT5rXUt6SD0~q>iM+GYDON$FE?#}j4t>YLQxQ_XV?UBEG7YRh)JubB3LKhT=
zyNYy9n^1T&b(&7Y@k(cQ7kY*cSv>n`W|q4I;LCqLeR0&v;#tD!IdnzQOCmZ?4aY0N
z9JN$f$>-3Pw7P7?{V6K5h3nWg!eM+u8Ea8KyR^wO_)qzM?NR_)r2!=0RKvi}abOJr
z;yHopYkClME;h!O7dFzEkQ#h5_*1pw@grmQkrN86Sw|oM=_?Nlr)`d1l-rw{-t^W5
zWhDpQ1k%Es>4^(9&QQTnb{gI`GL@^jCYuIkaz$g0G6>M}vqn57xwKSg7)_?yPHsKou
zo|1fN(6rb1tDv5nMBOG4&nzLCbu0?jyQwpKc;Q}f1x)|uL!78|cfoFr{XNIsRy1=A
z)!*O)otC9omY>L*TJXDkWUSo4h~)JZJxUk+x`u^mSsR?)yXT=V3a}?U73YGI4`^}K
z2(Vbt902Td`1uSUdgf?6TTO~c()p1EkD(euExRbqJ+HGZui^B^V^fW>=nyhNXcUs@$;cs3(+K?#*mXq&Jb~G=&^Sm!3
zWqY8qex)^#^ZxgVO2@V=4(g7