From df3e8f4cd8394ed189597654bbf6b717c8ef533c Mon Sep 17 00:00:00 2001
From: Dominik <dotto@fredhutch.org>
Date: Mon, 28 Nov 2022 13:16:05 -0800
Subject: [PATCH] version 1.0.1

---
 docs/build/doctrees/environment.pickle        | Bin 73071 -> 73071 bytes
 docs/build/doctrees/index.doctree             | Bin 8024 -> 8420 bytes
 docs/build/html/.buildinfo                    |   2 +-
 .../html/_static/documentation_options.js     |   2 +-
 docs/build/html/cov.html                      |   6 +++---
 docs/build/html/genindex.html                 |   6 +++---
 docs/build/html/index.html                    |   7 ++++---
 docs/build/html/inference.html                |   6 +++---
 docs/build/html/model.html                    |   6 +++---
 docs/build/html/parameters.html               |   6 +++---
 docs/build/html/py-modindex.html              |   6 +++---
 docs/build/html/search.html                   |   6 +++---
 docs/build/html/util.html                     |   6 +++---
 docs/source/conf.py                           |   2 +-
 setup.py                                      |   2 +-
 15 files changed, 32 insertions(+), 31 deletions(-)

diff --git a/docs/build/doctrees/environment.pickle b/docs/build/doctrees/environment.pickle
index 64218c699ab503018b42b59d59159381c5da8752..af253539f7e043c600fde5895bdcb75042f3ccfa 100644
GIT binary patch
delta 4120
zcmY+H3slr)7Qp$2VVD6NV1PB{p`@u%;seAAAE+QNU!ZA}FXSQqR~`bIc2KlTku&OS
zcl5v3nwD-B+v4M&X%?2Lxs`|=pDkNan_JSF?3o8MzS#SHm-$Ye!?};&z2E)r|NlLh
z|Lqg{+b8sgwlOwJ+s<^4vr+KM@MLt(4WDR26*%@CJ*va01%bgqRfW}s<t4Qx)in?|
zC3dK3Sw(3{bxB20iQO8otfIJNwcYApRJjVh^2*|p<#wxnW$m)%TEUco{)OE-KflaL
z*T2tB{i=PF;+Ec}nmENJy&Jl_ibr~$!e11p&l|U|pjmN9PqY23c%^sr^hx;V)YLdW
z%Xa%P>qCi&Bk-@hWcl*SiV;f+Yf2VjV{mvz1)R(o2&Xb51No$w3KO!QVNXL^b}IDC
z`T?BT`8w+)bQ54mc0bsey})D>9r4tLtXSBX6AK^bM8V#i0Wd44ufI)k!nK@nV4h~u
zSySP=oMgz)U8mMXGb3EjO@X#t6IS4T^9p-2`@;DdvtfVMJcyrGAgbx7&%q4-EWPc(
zn5;SQ{)}aqH5UfVjA3pVH}iSc4e!mo3f*~w;P11ZHSqS8Qux!Nhu~0203_tigFp-!
zHb=m*yfg!UZN1@HN8=$SKMgiucvpTQtjZq*d$06`<k@-o{Cz1){Za50QPy)yRNl%h
zz7oo-+!EyuaEm{Q@*cN%$I2<RR$BG7l|?o7wf133w{~szPzF6$25S#LoxqK7ZNc2V
zWSF06CZn~WP$xnY=f6+HuyBbW&{Q0$ZC(5qL7}oe2(Ek|3L8tqwc;gXXiQV_AsN+H
zmd>GZ=4Z^>&t)_bv=*4P14^R~ZoG%9R9?W`T2r}2hpMIWEe5ThghSZX2yOF<H11fm
zud5de19EHIFe!Rvsg84i=f8td<*~4R^<j9jmIf8CS<le1Xzmy82m?B-CM|evCpld<
zlNMJ0AL&3?y+!R~WI@{S4WAKhZ!~G<mpX)V<YkpX_3BDoxaS~k&0y{2&9w}=>MUCD
zmXl<(H#)cxt=+WVCepdhNk*5=U&oW7qA3)5Y*7&RbGY^tTo6&{vc<wb_Vm+c?Kns2
zkE&}$x^{fm86w+W^OCV^_kA+n-a{p|mN)uP?UpwlhRR>UH1qyzl+yiIDg*6}p|Gbp
z9ENVOXvg2)Ptl5|-k!Q_JQ@Xe8!g%g@1CWot+|IA(OT1?dqj>O8Lrdw{ROPBAK1?H
zhdnh<LjU|2SaCE99?Ti6eRH%QgT(n3&3Nn=G6FuxBxB(TY@3J5KT^oJ*|MCBr5~4)
z@!co$g#pt)y#eZ`N<0Md@agF+*nWssH1W&|hK>dHeIBE=p8b*>Tu2z!6#?sRo3yrb
zp9-k$`~1ITyzwP20gllQwBDrronOUhC);p|Io<h{$cxr?U$Qe8eYz4)+#;~Gg==9~
zUt(xj;6i~(Yrgh{aJ0s+FOyN#{w8~jpUT`2aU^r~;ymUCio=-u2XPW}P2w1$^1}FU
zCgc6E{+o<Ueu8bvB!jp|#9*6}{yQ)8cV5o#yfUAsg?xLDv2M-O@vF|rYc8-WF0JQ>
z{W|8+_TT6*8u?-&bZFLJC;Kz6*7m<V_6YB}LCm^Eble~sZV>%8h;|#W+YHAHyvOX0
z(J0S3l2G1tq@Wz_9E(zMa`L(}*&yzvRZ!_14ELNt2m@WoD95?@z)BZS+vgg|TyWWy
zL04fToa%`LYmX69-9rg&6{ybr7`e7yw?99Q!GV3l{rrY0F1Y1R!#auGlTohdPGla~
z+ns{)TK9OAQJ$$N=X<7b?wO48-=2JwDPC@`@lHeenU`nk@1&v3xRZ@?`<)DwSMJP2
z`N&-^SKiG<dFt*2=6U5_o<ZEK7a`R<5Ki6-heOSJ2=N#(W5>N5lpXi@tV8e5Lb>|>
zDCU5s`(q8_>ix0zDU9&P+c7ZUK_KCu1WtP}nA}d`u6r;NhaP;8L9k0ebI&8>I(psc
zu=165g<gl4!Yu;Uo)I|sqn_c+3!ObrGVhMTY!u45Y%I!cY&`4Uah}C8*N#q<9@WTL
z>;N(T`!GMhvhii(x76A<*p=(}o|T*8WqXgMGxjZRE_IMUn~18&pCzE$=Fg^~YWHU&
zQHAIkuCh8&&ys`1KB&TaN|oB7XYrv)qwR`-H5}HcVF4^&ZPPOYj<~94BTyLvu+MJw
zi2#;}YH5Hd`sV<g$*rE|F}LapV8c+w8L$hty3oMJpt5t%rCv5*%%$Epuq;$l1BKci
z$kKU?R6irbJ)=HrWVmV6-A1hGQQM4cAgV4S7W1e>Ol%ygA`_1DsBfFtBvhRy9OqFV
z3u3siYF&`<T7noZxoQk%si@L}u?dg5F_>kdIv>n%<EddGY&xoiq}~l-xW`m?h?pU%
zk0`dWk0^Gw54P)3&1Ny}Y%`mI-kWBe-KqX)#)+Kjh)~RQs#T$EKC0GGRw{lhSYu)F
zi8ys$7%M=0IE<B`>Ko3AQPqXBB2*pWSPlzVup5WE*20od9kyWK4)vCWWuQumU=vVP
zN8nTrwIza0MWv6#XL6|Nq&7xk`wsO&BrcX$eGth8p?Ww97t5>WMX|?Gt&74P;8hPt
zv4!<wvEwX$ew*w{JSwsJW#iEs<nxpw+zSYXNU)T^FbNa_2@;eOcw7R$$*@ME1bl;S
zvezpkC0Ru&qa|2FAX$Ps0x1&I6L>;`7YRJYf%wUliWbg0!3V^nrTILieiFsgCCMO=
zB|$cUX&i{(ZkuV2nLZ#&=J`COk;1bj*h=7O32X%BA*iR4K%_vX>?H7<1iJ_<;6U7N
zy9q4z0nx=0pQr4laIpmY2$V|j76<iqrA(4{C`FOrT>{G`I7pyEf+GZ~BsfZ-T7u&Q
zY9;uPz$yXi@!y(qlE`YAa*DtU5}YAWC&4)a>m>Msz<LQ<3A`x5MFJZoxP+h{_r@kk
zu2M>a1YZ+ql;B?ktQ?3R?OV~p8a5vg%kYZNQ-H!dB~S^x+6(Ial-G#7E>rdpcvFIX
z1m2S10D&e6{zjl#f`bH(a3KF_V4p{QK=gUcQtylZNDuabFRuJV;6n*I3A9LXi@?Vc
zbP+fufrG$l3ETwEN-)Dq<QymBi|0OpFML2Wdfw+Le)yjbpW}iA{sb-xpkD6J=HMOr
zXf#VOW#YFJe)1_!)fUYL@=wNKQ`T=;5@zyH<d{Vx6RRqg+Ocr@ZxaUa&rWq<3=51J
z9)S&}a50jLBrX!vaWQNaUGH%aKjk6yVhkHJfbWa7_8Mzg#gdw;vSk&k7d^kMcxg#(
Mjh(u&#Ignd2i8a2X8-^I

delta 4164
zcmY+HdsLLw7Qi_$3^TkLKrKKtG|iGw5KE-cKoCd-G$Tz#9>RA8CLV?@73-Q0)~Iva
zL*KQoVP<Alihj8?6U)rJ*Q;Qwe004QJ?^b&ncOwZ3q|feXFF%*Kl}09`|Pv7?>uI{
z8^?4vj_EqKGM1!mW4;fuBzR?F3OZ*dK5j%6F!fy>s)K1I0nz?7b>$T+Y!<(=x|KGI
ze|2qnMY9dg*TuwJbWM%b7%^7YR#wzk)RtA)EP>|I`qG+;#)|p|t>lSOex?1sK0etq
zu3UTim}lAu#UZ_coV|+M>wWCAEM2inZ`l0fic@+yP3ek9dUMP7D=z63jZK7q%}NX4
zvuv}Chc~l_L2Py`6wNM%(fPyttcnAUWycu#Oc=M!hq>8lV9xmg-kzPw=AoAjgHMLB
zg=kHO`*TM@;p}3gRrJE^9nT#B1-a9pJ$EGR%8rL`bEiOeULZ?@?{ZV1C~vLW5yK2{
zB`?*KoU|k<(OkRSW)<D?(LMRkuwp(($cobDCACd8=2eO2RW=xvKLS?d#=(Lo=kfW1
ztm27ye}$Mm1G;idG%oC}aTeJxK3g@!7sN6LOfPtz^}~k+mmr`p0X~@f47`YXLg4~f
zS(E_!jgfGqFhkGZrcw!iSuz6V9v%&;MHw)F;q67Gdj2x+ggPqxVdur+kWyS&#NVj0
z+z$m`Gi4pO_*+!AaEq^%@*1~9<#)Kn*GT!0TcYGiw3;ls#=5cw+Zx+=rC+;TJdVNn
zPa`1wQlxg@{0ZDKX^Wp~CnN0X56I{$S?Vi78H)}R30Pbz2)tJwscl*MH$lOC)d&~A
z4}<lU5nB1ODKzH2@&hueHC4`|abZt~XunkLq)1mui1v=s>I?PFaWJQ5A#-T^YD~VU
zI_vf@$XGQ-+xT1tgTB=!?VI|g!hpQSZcK=2s`TX?;Q8-B-B5=wdN{b7b6{HsJy!Xu
zbqpPo=6qp*8!=kYnqEPm&uY}dTmCB@2yZc|AqEzxO?>eSqE}muTIip9gmdU+mBHjw
zb-0EL!P-sbU*6cr&@pL2n@^B&wbf2WkHt+!@78`Y`mBDwJQ-^Dg~5<D8b<ySp-qD>
z5yf`m;P37CXmi`nQ2GPv8j-FY-Tpa|t*?8?*uG<sjJ@qtQtNy(glc!bc^}mM7OsWv
zzDy~ux2X(VZ4HC={Sh#3vq?L;cQ-|A_uc8K&&s3GaI@8<ef0imidy#%2?Kg8VOmFr
zljzYy6MbP)O+5U%F(0>YH9Xo#Z{ynGdl)(<&2Z#5GW<WvCS&n2?3jmYjw@vR+PQ*^
z<)2iN@!hA3xDf>fpZy4vF4p037!9AD%7LMaW3<H2pJQl5XdS125eD3_2EzEhNLYKr
zsCA$Dj9|y<IPH^vT%gpQ|8$VC=RB@C4u-Zb<FpgqxVpSj+n3jg?(7KEc6?=HI(|@q
zl}?8ChDY(_ErHwf#%Kwb%nTA2nV_r0sO`UeRybPgH(!%szPgJ&$WLcpusE7|I&m)Z
z0>q)r8zxR<o>3e}R4z!rHWTlOb=R`8`AN1aGxXvv6oaiw=3QR)U0&{8UX|C=g1^1R
zSiffM`Q6vRYd&jJ+}h9&yM38m+x?#&gMnWP2tAtR_nCgorFH+Wkd5U%ZxXX^79DRA
z4Q~?tZW8To!fvzdbMQX1*(aksV^2nT)1HcQa{pA6N<SxW^rz^>{j?J5`p3Yn{y>BQ
zjue#B9eiM&gQvaaNP<sq`ok5+486FzTH)kS6j+7~kmejmXp2Croez?0z2n}?4`xun
z@CYBD@roO+J2RLY5?wP<KIckgcG&4kMS0nkjxyRk3*{pB6P&weqWsZagfi8`?Ny$9
zlwWvwrfwhuW!AuKl-mZfP+lA;Ksoj%mrXbGP@cT`7_+}}t57fQ*b9*683iY<M?lAZ
z9R#}#n9+7C7iG^aKI^!_xhR_lCovD~8=R^am+((_p27fsx)BTUw*v_OEO5r{G353N
zckS&Y9D3k(7QsFNLx;wai|ybW3mu9HuW7O=^g6^8P7$ySJ&c2o4^3n)=pA~Lx!T6C
zNhqIUQ&DbZ>8!u)9E)S_wqBHW)xcO>ycqv|xQ|a&dR6-7M%#-v<qE!M<yY~tT}Lt*
z`xdvCn&8JCM^)y>CZO8t$MR8K^<zn>f^`hnS$$l`Qi8-zFk?N%toG>G=&<C;HbuY&
z4ja^Pe>Pg})-gSfxTIqbqtg3hpZ)41{wxvIa(_|uul_ibLp{Y~4%Ok$#-kdk$1WV|
zVm+IJ%Empn`n4WoZgo)4a!}0*5NcZh%j7Xq_ZS%N8TA<h!%d^^Fknr)+HGK?Q1uzG
zm|eZ!$flzzGvYYAy4T2Npz1Z^IJ^2_Aj5@KR|g8OGmznutA-$!hAJ}%o3N|vgIG4I
zb3qI@o*Ev^o<y~n)ce5<_n7Jo7BeJ=h+^wQM6uH$*sfg-4HeTChq5{7?Fz-&o$61a
zIFVC*I1DqLsyU1;LUlfjRf>NQmN-~?Y^1s%oRuIx7|tqC4Ub^us8&a?GE_YgSPl!A
zup5uM#>A3Q9W-Iz9`(A3WuZ!rWRIb$kHo1wYG)*yg-REN&*V`vNv)5<_C0D>6fTxa
zy&c68P~8`ei{(-aquE2K)<)wFaH$8Q+2R(l*dt9oJ{xSxXjEeLtJ2X+@Onxa?ga$*
zOR${4cnK5&6C|i1@Q?(2lVOcS3HS!vU~5s5Bw0x*lO<S1AVq@J1X3kvA@GO<FA<o=
zf%x;4h8E8Im=}mg%kX+i%M6NVN|Hq&M}pY|@;MM!;YOOHzzamlLa(Q^Qn*-xEd=IE
zU?s2sK?{`xA|*2ARRRko*iPVC4#e%YgTPWR5M3<uddf};mrL*#fl3MXaL{5?sw8=r
zQWOc^C$K_-0|aU%I7GlK!C?aR5*#JaD8a`BRtnI9KWxegBF!@8B!L$s_?*CM3C<8$
zE5TU;>m)c&;3Wwz5Lhq4R|r~gZ)}j{5~XaC;2Q$168xKhg#+>TeG6Jx!|DZM8D8;v
z3Q+h}2~+~F-2p8=%IielkSXm1c1iFSfjttuLtvi-?-AH9!2tq?IFLUY*ymv{5Pcpo
zwRqz{(Sv>DjVnJB_*jBo0-X|EC-8{`eFRQQU?*@&0w;mf63p=sIm3zg_8BB_)(b?V
z=e(ZcgTHk699<Il5x5|L`t`kR9^Ro3#IOm*O#F(%4@1SNT4UHKxR7TE#*x{7q{*1e
zgHcoNe1Kv?&L0!v)#0%$JUTfN+e_tQ0vAbKOjM`GvXykXkA&{J5$c6lmJrW(#Tr|K
dCA@Z7gSo1@wt30()#b}88XIiXiz$vh`+w12@Sgwx

diff --git a/docs/build/doctrees/index.doctree b/docs/build/doctrees/index.doctree
index 4dbc9a0cb452f981eb4ab37a36e77e5cb2d00600..834eef2821de314e1324857bdd0a864aa8332f2c 100644
GIT binary patch
delta 1391
zcma)6YiLtv7|xgW<kqAnO;THJ;%U_^sgj^uYa8)WkTI=u7Z3z-c-kEE<*Q9<dg9hX
zsh28Nju&{3_5%AkRN4-=iZC{0h`;83jIkfP;16eKVKByEV<IBH?@6OkEBGVtm-Bwl
z`@GM4Ip^oia~;wV>B2Aa7t;O8;k<f4&8yjN)c_-Q)EF|NT;euv-)C^AE@gU^boq_m
z6OYTLGntgRruFqF6Ny1Jn@i>5xqLd&rKHkoqNSy+y}j+t*4B9c;j~MZ<)o(M)2g;e
zNMkAHprWb$S}K=$7VR=f1{`uPd$*#H&lq~-^)ec|t6RyYGAW|OigdQc;HUcwd^I29
zwR{l%kpiHEL)&#5R&O$|eI@fEx(s6a1eq#$1b=Vvv+#T6JvIS{Y|YLwdgigtO0e59
z>~r!3rxAOlgvC31p^J~hRoh4G8@l(DVw{A7x9xk`_t4>!;ii4P=eq^ID)WvxwnZ+L
zXI@~t{QT&md<J?PZS2pd>F3MRd(HIs91oW~D0+AC*e>)9z(Z%wDlDM5*TIDA1Bq&U
z0DrsA$il}g7A#xT;HkTwE=|hlWG3ihRk;2Iwvr^B!+TB+E$%feg48=C;YAXdaewGG
z6BN3HpBxU)_2$;HG@=n7iu5SXr?a?m!YFPi$@;_dtZ_A{VICT)<H-=lD7<l>IinXl
z<z1jex<wi`QvDX&g92j>G+&&V*o|ameXGZ~+p~|Ww^-Q$*z8-?^y?`9O}F(8XgrrS
z_?;m$X=z}~i2z1?KQ$dk8gUYh%J+!VcoKgC=NiT7Ek)R27_4b#yWz8%oi9z7k}e{4
zsXxj-C9%$u*h$Fy_g9UVx-PE49sf#p4Ok$Ac10k}zD0Zp_6A~AH>j{$@iiXsgVX?1
zfjV{@ZUx@)e?>P%Wle~<UPQ=VT2Ycq&M%A36;5%L(6wR)J`Qg5PCXww2{(i7>=HZ*
zo@3LqdhG;bq1i~?{fgl^epmOTa@~bqHLEFF2Ae0AVX)XrW)qn)G6tFd$^46^pgXfl
zuc{67nJ;ye&y9-xR*U778FtDH88zXf1zu0zvAg_=cpoGAe33ptRGU~G+70yA<fj>%
z{9+O&8~$T!;C!fqjl++jW7ZKXbokdg#<0Yrn2A~?nN)B&yt3)6UU@K+RgF$By%@s?
Ope-!hmmvHV?s)>?T*5y9

delta 1058
zcmZvbTS!xJ7{L9{Z93iA=G;xgZ8~o&n-D&vg<(vHmOk`UiKXeO&r?p(4Yo?lLfG=8
z$#*J?Oo-^I3nBE>%>+T{u?NwoO6)x{qX+5xpQ)+&@|{25<@a6BV%=P=?wamSgXfiQ
zNsCeaJiCNnJiDDSD3gUipz?TqU9h1((9;`Hz#n3GBcp@e<{tK8aKI3hLOPT|f^6F8
zS%_mr=4tkb+XW)1dOi2UkC{#E1x{JLSZmlPJX^D6s<u8uurx`p^lh}8{sE;=DF+?s
zA)}cdBlz90pMBa$Kf5VFP}85u`cp8U(l&y>k#q*x&?BA`d&F>?sGx$7-KBv=LX@J$
zcvAP3^3G$6@m4-8N1+6M$ypoj?MjHLW<hY9w^F}hjWEu#@Po~d%v7j_pK=ICO(B!Q
zAu5z|ui&8Rby+@3OH<L3j$SDw8FOS7PzIG$i@XTY{BLMx$~%h>&4C(5F|AP8tb(^s
zNmxS?ZiiuMEmiCwmAKbMyOOF2v}s-rig`ZSZ#kr4NAaDtxadt1-pcy!cm%q_3cT-A
z6Rt1H#Q~_z{p>qW7)c@_!U-u%U*1|J?X#S2z)5bW80L6$(PVS5YAmrG`){>8^A6SC
zvz4;}UagK-+mAnNE!pw)3y{XJ+3sUwIAAXzIbnCRC*)gz3wFQZG4ISFP4L8S+~aVu
zml$*$$r<PRRAEJAf1ui}yk35ryk4%ptE!EpmXs7|6jvMvEF)W^`|+@|nkDgybA$~~
z8eR7pW0OzwmeQ}zz_cv1ceO=3#c-rG(!s~KDiu?>RLI3;E@E6Pa4|<BDjUMBonj>3
zE%vG>K9iJ!nzXcp8kSH)lB#<$3VHk=n1&&#iXveaR^fLFyo=*vW-j@1RWc3E=U!%J
z%=6T-I5v5%Ye0ijwhCR0dKJ;)^=M!ftGvFVgsi>T5f+t@z<Y0_^!(^Horo3V-V1*L
DfuB>+

diff --git a/docs/build/html/.buildinfo b/docs/build/html/.buildinfo
index b61d97a..e653ca0 100644
--- a/docs/build/html/.buildinfo
+++ b/docs/build/html/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 5fdddfd33525765c7db7ddd967fa7073
+config: 225c9a164e3fe24ec1cb7a724896f15a
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/docs/build/html/_static/documentation_options.js b/docs/build/html/_static/documentation_options.js
index 995f333..114d5bc 100644
--- a/docs/build/html/_static/documentation_options.js
+++ b/docs/build/html/_static/documentation_options.js
@@ -1,6 +1,6 @@
 var DOCUMENTATION_OPTIONS = {
     URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
-    VERSION: '1.0.0',
+    VERSION: '1.0.1',
     LANGUAGE: 'en',
     COLLAPSE_INDEX: false,
     BUILDER: 'html',
diff --git a/docs/build/html/cov.html b/docs/build/html/cov.html
index a554048..32a4436 100644
--- a/docs/build/html/cov.html
+++ b/docs/build/html/cov.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="search.html" /><link rel="next" title="Parameter Selection" href="parameters.html" /><link rel="prev" title="Utilities" href="util.html" />
 
     <meta name="generator" content="sphinx-5.2.3, furo 2022.09.29"/>
-        <title>Covariance Functions - Mellon 1.0.0 documentation</title>
+        <title>Covariance Functions - Mellon 1.0.1 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?digest=d81277517bee4d6b0349d71bb2661d4890b5617c" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo-extensions.css?digest=30d1aed668e5c3a91c3e3bf6a60b675221979f0e" />
@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">Mellon 1.0.0 documentation</div></a>
+      <a href="index.html"><div class="brand">Mellon 1.0.1 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">Mellon 1.0.0 documentation</span>
+  <span class="sidebar-brand-text">Mellon 1.0.1 documentation</span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
   <input class="sidebar-search" placeholder=Search name="q" aria-label="Search">
diff --git a/docs/build/html/genindex.html b/docs/build/html/genindex.html
index 30ac247..6e90054 100644
--- a/docs/build/html/genindex.html
+++ b/docs/build/html/genindex.html
@@ -4,7 +4,7 @@
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><link rel="index" title="Index" href="#" /><link rel="search" title="Search" href="search.html" />
 
-    <meta name="generator" content="sphinx-5.2.3, furo 2022.09.29"/><title>Index - Mellon 1.0.0 documentation</title>
+    <meta name="generator" content="sphinx-5.2.3, furo 2022.09.29"/><title>Index - Mellon 1.0.1 documentation</title>
 <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?digest=d81277517bee4d6b0349d71bb2661d4890b5617c" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo-extensions.css?digest=30d1aed668e5c3a91c3e3bf6a60b675221979f0e" />
@@ -121,7 +121,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">Mellon 1.0.0 documentation</div></a>
+      <a href="index.html"><div class="brand">Mellon 1.0.1 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -144,7 +144,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">Mellon 1.0.0 documentation</span>
+  <span class="sidebar-brand-text">Mellon 1.0.1 documentation</span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
   <input class="sidebar-search" placeholder=Search name="q" aria-label="Search">
diff --git a/docs/build/html/index.html b/docs/build/html/index.html
index 651f8cf..2f5685b 100644
--- a/docs/build/html/index.html
+++ b/docs/build/html/index.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="search.html" /><link rel="next" title="Model" href="model.html" />
 
     <meta name="generator" content="sphinx-5.2.3, furo 2022.09.29"/>
-        <title>Mellon 1.0.0 documentation</title>
+        <title>Mellon 1.0.1 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?digest=d81277517bee4d6b0349d71bb2661d4890b5617c" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo-extensions.css?digest=30d1aed668e5c3a91c3e3bf6a60b675221979f0e" />
@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="#"><div class="brand">Mellon 1.0.0 documentation</div></a>
+      <a href="#"><div class="brand">Mellon 1.0.1 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="#">
   
   
-  <span class="sidebar-brand-text">Mellon 1.0.0 documentation</span>
+  <span class="sidebar-brand-text">Mellon 1.0.1 documentation</span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
   <input class="sidebar-search" placeholder=Search name="q" aria-label="Search">
@@ -214,6 +214,7 @@
 </div>
 <div class="toctree-wrapper compound">
 </div>
+<a class="reference external image-reference" href="https://zenodo.org/badge/latestdoi/558998366"><img alt="https://zenodo.org/badge/558998366.svg" src="https://zenodo.org/badge/558998366.svg" /></a>
 <p>Mellon is a non-parametric density estimator based on the NearestNeighbors distribution.</p>
 <section id="installation">
 <h1>Installation<a class="headerlink" href="#installation" title="Permalink to this heading">#</a></h1>
diff --git a/docs/build/html/inference.html b/docs/build/html/inference.html
index 064b97c..f332dab 100644
--- a/docs/build/html/inference.html
+++ b/docs/build/html/inference.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="search.html" /><link rel="next" title="Basic Tutorial" href="notebooks/basic_tutorial.html" /><link rel="prev" title="Parameter Selection" href="parameters.html" />
 
     <meta name="generator" content="sphinx-5.2.3, furo 2022.09.29"/>
-        <title>Inference - Mellon 1.0.0 documentation</title>
+        <title>Inference - Mellon 1.0.1 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?digest=d81277517bee4d6b0349d71bb2661d4890b5617c" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo-extensions.css?digest=30d1aed668e5c3a91c3e3bf6a60b675221979f0e" />
@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">Mellon 1.0.0 documentation</div></a>
+      <a href="index.html"><div class="brand">Mellon 1.0.1 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">Mellon 1.0.0 documentation</span>
+  <span class="sidebar-brand-text">Mellon 1.0.1 documentation</span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
   <input class="sidebar-search" placeholder=Search name="q" aria-label="Search">
diff --git a/docs/build/html/model.html b/docs/build/html/model.html
index 5b16563..aa2306e 100644
--- a/docs/build/html/model.html
+++ b/docs/build/html/model.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="search.html" /><link rel="next" title="Utilities" href="util.html" /><link rel="prev" title="Installation" href="index.html" />
 
     <meta name="generator" content="sphinx-5.2.3, furo 2022.09.29"/>
-        <title>Model - Mellon 1.0.0 documentation</title>
+        <title>Model - Mellon 1.0.1 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?digest=d81277517bee4d6b0349d71bb2661d4890b5617c" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo-extensions.css?digest=30d1aed668e5c3a91c3e3bf6a60b675221979f0e" />
@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">Mellon 1.0.0 documentation</div></a>
+      <a href="index.html"><div class="brand">Mellon 1.0.1 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">Mellon 1.0.0 documentation</span>
+  <span class="sidebar-brand-text">Mellon 1.0.1 documentation</span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
   <input class="sidebar-search" placeholder=Search name="q" aria-label="Search">
diff --git a/docs/build/html/parameters.html b/docs/build/html/parameters.html
index a7bf485..5395400 100644
--- a/docs/build/html/parameters.html
+++ b/docs/build/html/parameters.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="search.html" /><link rel="next" title="Inference" href="inference.html" /><link rel="prev" title="Covariance Functions" href="cov.html" />
 
     <meta name="generator" content="sphinx-5.2.3, furo 2022.09.29"/>
-        <title>Parameter Selection - Mellon 1.0.0 documentation</title>
+        <title>Parameter Selection - Mellon 1.0.1 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?digest=d81277517bee4d6b0349d71bb2661d4890b5617c" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo-extensions.css?digest=30d1aed668e5c3a91c3e3bf6a60b675221979f0e" />
@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">Mellon 1.0.0 documentation</div></a>
+      <a href="index.html"><div class="brand">Mellon 1.0.1 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">Mellon 1.0.0 documentation</span>
+  <span class="sidebar-brand-text">Mellon 1.0.1 documentation</span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
   <input class="sidebar-search" placeholder=Search name="q" aria-label="Search">
diff --git a/docs/build/html/py-modindex.html b/docs/build/html/py-modindex.html
index e2d0cfd..0205986 100644
--- a/docs/build/html/py-modindex.html
+++ b/docs/build/html/py-modindex.html
@@ -4,7 +4,7 @@
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="search.html" />
 
-    <meta name="generator" content="sphinx-5.2.3, furo 2022.09.29"/><title>Python Module Index - Mellon 1.0.0 documentation</title>
+    <meta name="generator" content="sphinx-5.2.3, furo 2022.09.29"/><title>Python Module Index - Mellon 1.0.1 documentation</title>
 <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?digest=d81277517bee4d6b0349d71bb2661d4890b5617c" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo-extensions.css?digest=30d1aed668e5c3a91c3e3bf6a60b675221979f0e" />
@@ -121,7 +121,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">Mellon 1.0.0 documentation</div></a>
+      <a href="index.html"><div class="brand">Mellon 1.0.1 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -144,7 +144,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">Mellon 1.0.0 documentation</span>
+  <span class="sidebar-brand-text">Mellon 1.0.1 documentation</span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
   <input class="sidebar-search" placeholder=Search name="q" aria-label="Search">
diff --git a/docs/build/html/search.html b/docs/build/html/search.html
index e6ac55b..d7c451a 100644
--- a/docs/build/html/search.html
+++ b/docs/build/html/search.html
@@ -4,7 +4,7 @@
     <meta name="viewport" content="width=device-width,initial-scale=1"/>
     <meta name="color-scheme" content="light dark"><link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="#" />
 
-    <meta name="generator" content="sphinx-5.2.3, furo 2022.09.29"/><title>Search - Mellon 1.0.0 documentation</title><link rel="stylesheet" type="text/css" href="_static/pygments.css" />
+    <meta name="generator" content="sphinx-5.2.3, furo 2022.09.29"/><title>Search - Mellon 1.0.1 documentation</title><link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?digest=d81277517bee4d6b0349d71bb2661d4890b5617c" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo-extensions.css?digest=30d1aed668e5c3a91c3e3bf6a60b675221979f0e" />
     
@@ -120,7 +120,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">Mellon 1.0.0 documentation</div></a>
+      <a href="index.html"><div class="brand">Mellon 1.0.1 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -143,7 +143,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">Mellon 1.0.0 documentation</span>
+  <span class="sidebar-brand-text">Mellon 1.0.1 documentation</span>
   
 </a><form class="sidebar-search-container" method="get" action="#" role="search">
   <input class="sidebar-search" placeholder=Search name="q" aria-label="Search">
diff --git a/docs/build/html/util.html b/docs/build/html/util.html
index ed57b70..cdf2984 100644
--- a/docs/build/html/util.html
+++ b/docs/build/html/util.html
@@ -6,7 +6,7 @@
 <link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="search.html" /><link rel="next" title="Covariance Functions" href="cov.html" /><link rel="prev" title="Model" href="model.html" />
 
     <meta name="generator" content="sphinx-5.2.3, furo 2022.09.29"/>
-        <title>Utilities - Mellon 1.0.0 documentation</title>
+        <title>Utilities - Mellon 1.0.1 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo.css?digest=d81277517bee4d6b0349d71bb2661d4890b5617c" />
     <link rel="stylesheet" type="text/css" href="_static/styles/furo-extensions.css?digest=30d1aed668e5c3a91c3e3bf6a60b675221979f0e" />
@@ -123,7 +123,7 @@
       </label>
     </div>
     <div class="header-center">
-      <a href="index.html"><div class="brand">Mellon 1.0.0 documentation</div></a>
+      <a href="index.html"><div class="brand">Mellon 1.0.1 documentation</div></a>
     </div>
     <div class="header-right">
       <div class="theme-toggle-container theme-toggle-header">
@@ -146,7 +146,7 @@
       <div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
   
   
-  <span class="sidebar-brand-text">Mellon 1.0.0 documentation</span>
+  <span class="sidebar-brand-text">Mellon 1.0.1 documentation</span>
   
 </a><form class="sidebar-search-container" method="get" action="search.html" role="search">
   <input class="sidebar-search" placeholder=Search name="q" aria-label="Search">
diff --git a/docs/source/conf.py b/docs/source/conf.py
index b52312b..59b8f38 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -20,7 +20,7 @@
 author = 'Setty Lab'
 
 # The full version, including alpha/beta/rc tags
-release = '1.0.0'
+release = '1.0.1'
 
 
 # -- General configuration ---------------------------------------------------
diff --git a/setup.py b/setup.py
index d2bbb64..a744f82 100644
--- a/setup.py
+++ b/setup.py
@@ -7,7 +7,7 @@
 
 setup(
     name="mellon",
-    version="1.0.0",
+    version="1.0.1",
     description="Non-parametric density estimator.",
     url="https://github.com/settylab/mellon",
     author="Setty Lab",