From 5eef692eea7f4fcc5178a10963aa17acffdb2b00 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ricardo=20Montan=CC=83ana?= Date: Wed, 2 Feb 2022 11:32:56 +0100 Subject: [PATCH] Add experiment script generation --- experiments/.gitignore | 2 + experiments/build_experiments.py | 82 +++++++++++++++++++++++++++++++ experiments/experiment.pbs | 18 +++++++ experiments/experiment.slurm | 11 +++++ experiments/experiments.txt | 13 +++++ experiments/hyperparams.xlsx | Bin 16553 -> 16471 bytes experiments/script.txt | 2 + src/experiments.txt | 5 -- 8 files changed, 128 insertions(+), 5 deletions(-) create mode 100644 experiments/.gitignore create mode 100644 experiments/build_experiments.py create mode 100644 experiments/experiment.pbs create mode 100644 experiments/experiment.slurm create mode 100644 experiments/experiments.txt create mode 100644 experiments/script.txt delete mode 100644 src/experiments.txt diff --git a/experiments/.gitignore b/experiments/.gitignore new file mode 100644 index 0000000..1b123c8 --- /dev/null +++ b/experiments/.gitignore @@ -0,0 +1,2 @@ +path.txt +*.sh \ No newline at end of file diff --git a/experiments/build_experiments.py b/experiments/build_experiments.py new file mode 100644 index 0000000..03d8b57 --- /dev/null +++ b/experiments/build_experiments.py @@ -0,0 +1,82 @@ +import argparse +import datetime + + +def parse_arguments(): + ap = argparse.ArgumentParser() + ap.add_argument( + "-s", + "--score", + type=str, + required=False, + default="accuracy", + help="score used in experiment", + ) + ap.add_argument( + "-p", + "--platform", + type=str, + required=True, + choices=["pbs", "slurm"], + help="Platform used to run the experiments {pbs, slurm}", + ) + args = ap.parse_args() + + return ( + args.score, + args.platform, + ) + + +def content(file_name): + with open(file_name) as f: + return f.read().splitlines() + + +def generate_experiment(data, score, platform): + generate_experiment.idx += 1 + path = content("path.txt")[0] + file_name = "experiment.pbs" if platform == "pbs" else "experiment.slurm" + lines = content(file_name) + lines.extend(content("script.txt")) + day = ( + f"{datetime.datetime.now().month:02d}{datetime.datetime.now().day:02d}" + ) + (model, title, parameters) = data.split("&") + strings = [ + ("", day), + ("", path), + ("", score), + ("", model), + ("", title), + ("<parameters>", parameters), + ] + output_file_name = ( + f"{model}_{score}_{platform}_{day}_{generate_experiment.idx}.sh" + ) + data = lines.copy() + for item, value in strings: + data = [line.replace(item, value) for line in data] + with open(output_file_name, "w") as f: + f.write("\n".join(data)) + return output_file_name + + +( + score, + platform, +) = parse_arguments() + +generate_experiment.idx = 0 +output = "" +with open("experiments.txt") as f: + lines = f.read().splitlines() + for line in lines: + if line.startswith("#") or line.strip() == "": + output += line + "\n" + else: + file_name = generate_experiment(line, score, platform) + output += f"#{file_name}, {line}\n" + print(f"Generated {file_name}") +with open("experiments.txt", "w") as f: + print(output, file=f) diff --git a/experiments/experiment.pbs b/experiments/experiment.pbs new file mode 100644 index 0000000..cf14618 --- /dev/null +++ b/experiments/experiment.pbs @@ -0,0 +1,18 @@ +#!/bin/bash +### Nombre de trabajo +#PBS -N <model>-<score>-<date> +### Seleccion de cola de trabajos +#PBS -q workq +### mezcla errores con la salida principal +#PBS -j oe +### Recursos +#PBS -l select=1:ncpus=16:mem=56Gb +#PBS -l place=exclhost +### Esportar variables de entorno +#PBS -V +### Send email on end +#PBS -m e +### Specify mail recipient +#PBS -M ricardo.montanana@alu.uclm.es + +### Ejecutable con sus parametros diff --git a/experiments/experiment.slurm b/experiments/experiment.slurm new file mode 100644 index 0000000..4faa4af --- /dev/null +++ b/experiments/experiment.slurm @@ -0,0 +1,11 @@ +#!/bin/bash + +#SBATCH --partition=qdata +#SBATCH --exclusive +#SBATCH --ntasks=10 # number of processor cores (i.e. tasks) +#SBATCH --nodes=1 # number of nodes +#SBATCH --job-name="<model>-<score>-<date>" +#SBATCH --mail-user=ricardo.montanana@alu.uclm.es # email address +#SBATCH --mail-type=END +#SBATCH -w nodo-7-33 +# LOAD MODULES, INSERT CODE, AND RUN YOUR PROGRAMS HERE \ No newline at end of file diff --git a/experiments/experiments.txt b/experiments/experiments.txt new file mode 100644 index 0000000..d07470d --- /dev/null +++ b/experiments/experiments.txt @@ -0,0 +1,13 @@ +# Experiments to do: +# Bagging +# Random Forest +# Odte +# Random Forest + +#ODTE_accuracy_slurm_0202_1.sh, ODTE&ODTE Random Forest rbf-best&{"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"} +#ODTE_accuracy_slurm_0202_2.sh, ODTE&ODTE Random Forest linear-best&{"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"best\", \"max_features\": \"sqrt\"}"} +#ODTE_accuracy_slurm_0202_3.sh, ODTE&ODTE Random Forest rbf-random&{"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"random\", \"max_features\": \"sqrt\"}"} +#ODTE_accuracy_slurm_0202_4.sh, ODTE&ODTE Random Forest linear-random&{"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"random\", \"max_features\": \"sqrt\"}"} +#ODTE_accuracy_slurm_0202_5.sh, ODTE&ODTE Random Forest rbf-trandom&{"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"rbf\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"} +#ODTE_accuracy_slurm_0202_6.sh, ODTE&ODTE Random Forest linear-trandom&{"n_jobs": 10, "n_estimators": 100, "max_features": "sqrt", "max_samples": 0.75, "be_hyperparams": "{\"kernel\": \"linear\", \"splitter\": \"trandom\", \"max_features\": \"sqrt\"}"} + diff --git a/experiments/hyperparams.xlsx b/experiments/hyperparams.xlsx index 809c79bf92e349ea2433367585ac3ac0678799d3..d2c11b4d35ec5d0e899bc73f361b62f8d4cd54f3 100644 GIT binary patch delta 8707 zcmZWv1y~)+lEy8_fe;|L9NgXg;1(dbOK>~5AKWb*AUFhff;$9vcL)*!0fM{3a_{cG zxA*PL_w{^TUH$jeOm$UPb(aRhE(XAUJ4Aw_31imvp$Wl3=ni$FBj90Rs!(8HuwY<d zJndLL9Gz`V9UX01Jnii&H0&Mo`2f%UGf&8U9yW^T6ear%?fVQ3J{lSJqMDd|{S3wv zsWci5FHZx?va3fn$p?mp=-24+IcZ)4nf}W>4Oe~UlTw0BXOXsg70jUF)$o=l`!vC? z_E%Aj)Rj_@(cjmc2S==ykY{i!_BoikFCP)cUbKm^uodNNXNk7t!`tZ^JSJNTqB3I! zvJV?_(xaWGirn1i`n+NoJCz-h5!>tprX9Z#6{Og?Dl`NE!!~6B{zhk2WYg(e1kGV1 zgI`_Hrd?rbwz#z>k>(oHDFq-_p#|lHJ?o|$EAqDx#M40*^!4VqsUmjsrxH<y74xWK z`6T;TXJ+^&k1U9*@%((4k>tbK%~d}GlhH+n8TgD5tBseQ?77fqICLY)y>dVoSU-dw z4qeA>-P@p5Qf<eK_O69Ct7X>JwTX<H6G!xl{b3z?36l6&?MRI7>;pUkf<t%my3~5J zUo{mVfO8bAIB~WM-y_r>?YXGo6o!-t%|Of>@Ke=qbayq>56y1l&+nVfr?hifBi>2t zf?Vf~R5f&hD|UJA7bH(*dBlPmPo*O1-s_6LXzDIS*bCCMI3$sFs4_k+5x$65*H6ib zC4`d9u06%Shwb4Y<n}5oK)l)AN1WRU6A@2_h`rhAjGT0PPjh2WLFM}*k;s)97Cn^) z;Bdo(P2&Tnd&N~_05NM3yEiBZ-h)DOgUhbrrlwpn#2Q3XS@zxQjd=+@@8o~=uR)0Y zo=gbrH{8D8m$dEJ&34I4sZ<`3I4aZxVniT|3&*P~qA2nXcn&IPjN4CUw1ziy5kN{H z0qnPk-(=tP=PV^w8B2w4T4%dFd<p|6(i(1sfK&K^`o@;nNK0vmr6<3nL=2j1eul3D zxMY|B+*;+__Tajtm~Pc76(cBkHSzPhMD~{=*mZ%IES5UnPNz8%Ut#qpaCp!HqH9bi z!PI;Aj<joIJ-2B_7sMLp2!yvD>~5BjK5$(m*5@%HTHxDBIoUs-p1Bn2mKH<j9ie+K zeCkS*pkKD~brmHa73892JX;Lv+!TF2<e`%4?vN}mVVQZr;mXCigm0!D^nt~QMaOBM zaf{`C?^c_;-5#i9TTyVRaF!wMxv%Y6knXc@RFmQ@wuSo1ZE)MWX8mbD$$3tu{e=NC zs-w!fSfwI?R(}~CrSfB~-FY%_2)UfK@|d5>p9T=xdS0_aO}O77ZiaLlPC*0d2qAio zTLJ)o(V6FPx)W;_pcufUp<YVYdh(C#(dX-VAg1=g(h&RFH<{h86Fz*DLh8U2g@>tu zIL?c4UNfJ8<5QQE4@aocNltis*Rh4Rsi8uYc6fU)BFZtHRfRY;D5?`qxz$c(5K_N; z+tiVF{a7wBg-DdzgnKUZ`0%rey@>qEAG~{^Wb{DDqdrSa0__{%aMA}#trjK&g`V!k z_rKtj=*7nE@I!SiJVNt7<*6m!9Pi1=(s_=UdBHm?kq!d;+MN7mc~zS~BP7N{&3%e? z?3S}5si<3uzN>&*RLC&QCd|u1eTU6+Jzz@mj8CCwMs|6If#IX7`6l;zJ`%Xzc5B2K zlFBWRDPS{Z>ZlKayc7Eto+`&X5Jt4B#9rB+`$w7MBWHby0H1kl24ckYX{R#jEV)He zVZc%%oi6&p0NAf<v2I?a`osfwyGbvDC@W|_WTpX2Uy9c?CJa!4^M)rdOjAU(3QvqD z*h?cJCEk`m_^s6^LBj_uHD$Si4`U7<`a;Z*2b5^1uzazT)|O2|&7CoxW<ynV%Qd8h zr_NQE%IpJv1KRjnN%C#kfS>gE*cI9unX4ph)q6x3^l{Y9>IuvGPszTpUB&wHsSEig zps5&6kVcHA(Og$ZA*N=7*cTV=<TAOlOp?O9xhWgpIO^~j8$PirKog-6!J^$N4<kM# zRE=K636wI78tL%CiJ@!~SDI|B6{)#xcDv^~OGx0RienKk1KH;!Z=vDFphix=f8>X= zPJ80hwq5k?*TA{WhsKAU<lk`kjmO)g--!+x)dhwCl8XDm@;m;08C=-sF-!|f9BIIF zMqpb)MwvjNcL-CHFB3;k-dB$P)_MtuyHdrhpnO$Izb#^TzAmKlYkyEx=LZfmRL%L= zvXfkW#`LmpUw|Jq3{f1}al5+^bcME<$V%--w=^sGS{qIJ!+L5#MtfQfg=z+k0mDkR znY0I=l$LwcN^}n%MHfGgAnl#d925}4(U<wFbvk^r!wN6HVI2z<eqOu%7Ff;?!QbX3 zP>XNQBJgED+{DcT^BniB-F)KcH%-i8>%axmO6ute7+ZYATvst|lRGC(z)Ih4fLZIQ zR*t_`Jm(An#cnT(wUWUWcqoy-D`h=$UE3w!SnM7=7Sy9yet;oR8T$pRcg<fa$OBz6 zIS}TItjzpG>%LyG-@skkUG!!GQoab_-FDH6XztEf9AZ}-yf`X8NrWv)I?NXj<A)R` z7_EB#^mijV(+j#;Ix-1wR0ud#=>{3LOSTvazFiW))?U0$Z-qs_JSj`f<p$1De{}-i z_E^IV#ng`91r=6J6tsFzsE{t`em}#Gn@$`Vyc!kT5PHcn3JO3TQGH2((6YE-2X=Zr z7qQeIR?Wc9KQ!Sw<Zf0s;sU2$+Q@Dm+a4m#E-S$sPJ&CEzK*_@p2tVG#|~S1ac&Qg zBe+M5#f>{ZVcd;IL0NkJ#ORqNoX6fG)+yUqIDh{Zly3)1e#N$aXLh5hu1u>=Z6%JE zZ6uSao{cVxZi6@LedQ)lDQ28^$<+*4^FG~jQ$Nf?bi8_gJaYE!Vf|&XP+7WW<a1$R zV7@}5n28}!C5KfuK<EvkH?k?7PD={WoYJ)H2&I_vR27CU;jrBu{=`(I3GR^i%IFS| z`iP4jRLOTC?0m{6xxgDQ9W9KcHo<cWZh;GIbm^!ygWu>{^Sgx$(q1vNv8)M%$N5oz zvM~>0n$c0fI81$7EX#8Um!6sNs+W7O&z7i8H~@+A6<eOg{2W`wqE$Yb{COm3Prv@h z_hRk{t9ie^RnBI8Nj<2It%Ku1)N1R<@cYL;V^x)X?D`d(PpU}T5lN5H?X%&EJ?=wq zN~ihed#kNssmOSv*vHODg-?nk;?2Y|XH*HPiWAy3+xI1^s?n}cMs8F4pp%Ee1!n?o zt!$7xwVvgz`$?59nNRZ<vpJ!%?7El}WNNx|d~j}RW)5L7hsNNqcivOV=lw&A{nyZ& zv`%7^=)U5KqTQd0aeVDzG|ou^y$-qU=xbgue*!I7Eb=Vot>x;!ehdW*CB1cj*wzeK z4Zl0XpyNj>*q3X&``O6Jb*Hr-+xo%k1;d0`_t0KDG%-gTc3;FvPNgH`*nqiu!LdT# zsN(4j^y@p^It4a(*t#q7aO65URybHRf$ye5;MaAbClK28?mdM4uLWUdl7Zt28*bPM z?U5*`lQt5X5Qb8si>6oTP<HKQp9x<>I5@_G$aD1ScoG6a`aV!^@&(@TpWLDJu2xpG zYfVX)c!NsFaIkEu&{SDvwjY{wSgEpWDp<4&Z3sS-5I76^zc@6j-uEZLEJ#Y&OBd9; zCnE>`q?Wbtg){^acInVDr}ZmzppVJJGZKET2%<xu72{Ba3R5gDvdx)N@Cng%rhHfx z21)ia-SZY|r=`%`aq|sdj(X4klCJ`=<0pS>Ly{L7z8L&e$(5m{eUm~H<D(Z_jj{pG zC~ASE$e~pwtG+p);$QL+VTAzD;RXa}yq>g7tZ=M6A@3XlWIkT<DAaG%<WVvCQ!yPG zR~ZNxMVo@2(Ti@NT<OZ*I(X|>iB1VuwHfb^sO$Wt_knGw#j{=JLQDwCOBy@Y+A%{U z<2h#XL1*7|a>?L$es3S9so9HIsR~6BIuU{6A&k^r&cBOf@@Eew9casY4VngB3Jr-* zv7bUyAuD2tKkSnR+1h&$7#{D03vZboZGLR>zksMLY4;v8v-KS7EM9UNcrB4=%I@jW z^h|9o)xQT-GCoMziv($>;GJC8s5nfYo8G{L{R+#c=#uNz2vvN%EO1g`V4+*(0oTb~ z`+X#8bGb6@x?9nvUUi+YD(;`=(Tzc7j`d5YftV0dYz3YEChzma9RTAFT#Cv+;#;ek z+9eNb&?6&L4CJ5ID)1KhIi5~M&6qXv69~SoTEma--zR0G^~>{Lx!%`RoH3or&zPEQ zt#YGsX`55LBYTZFUS9q#>eFl;SL6X<FK8=RN(p?hM3OjYvfZ~1#WFHaadhmc43L%~ zKI^jl=Nry8TlnndrGb%BTy8H<k0)<;_v;?d8^GYcZyHPSukAZ6#x%Cr26xucVv<Lm znXuErkSiVAt5$^^vZLK?a2nb;{0o+dG8s>KPMsy{2De!Y;o4L7V4KDxLWRdyENzdC zrnq~}{bkqoEfEWSA(O?^2-H<rKS;*)z*^IObK3}R(MPKesz}YGv3H67s;2ZnX;o83 zU~pcas%)54WO;%<9(A^avq92r*_Varbg@G56WlVcA#jp4mq>`gQ2djag!Cpbuw9i_ zZnBwRJE!IBx1l+vZF1}r#tEbc{aHT^9mncEJ2g?CBvv@8M@VZsOPgSc0K!+Vj`1l; zfm+K7@GdKN?CKp(Qc9pikTXl)bv~2)lV6epn7qs6^ah&_y#_p@zhhd091hD#{S%Qg zr$Zn+L(Q4KsBs|}VrBZ<VEdQlZond3(gY@68yfr`EUCjUGk`IGRB!5YI9+s5iD#&` z#4~=8g7w<3t%^p8y%~h9I!Lzn_1)NQtx}hNi%J*A0(;k5I`2lM-Yq}xS_Wj|LAs4| zR`6kCxujo!Grw1WdEuCCfz;#GJ&Jt3xl$KFrQs)|x+6b3=;eq!(PoTXd~1Ozjkjo@ zo670XTTyRfN<>pL?G5=6M-D9a>@iIA#HV#+-pW`~VTx|~$LNfDB4S#BRhw%D7 z<US1UJeWcUP=&;{iTndRr%@l+Ud<M9_;l4<X^J2M8_F>EPw4i<l5Gy?CtDA|xS#JZ z9=(-G@+A<Y-Av|6x&9dED_c*rxCx<Pd+xo#awtT`_i;Kvvc0KYD~Q(UsWYwHj%@Ps z^$Hb*Ko2ke@ZnQBK^#za4GUec1aIW?cNfpdL7OJzLbu7JzK7kcSAe;{33NgT$)s?H z6m(aBg}(@}cm#BMCWYYuACv<N>}tjX&$Lbn>R{rT;j!r2bbmP>HQ!*r_Ei>x_uCHo zhpj65@0a3tSPc8xT;U&XcFk)78h-ZmONg|a))2%&D64`?jOO*3a3|8M$!?h$7obsE ziPfsL*_(qJRjdtU+S*1Us}{p((?hur%SbAvBeBE}vAT${x}h&JDal$H70UYl^)-S( z_Y}*}aR#n(qr_$co;TkvgbyjaTAnToC&#jZJd0b3e6)R(eKdU(ebjwaeY8MwAP_h* zl#m4R<7>n-Wt!+i>S7wkoOZ(+X{YL(JHZ;kv08576BK4zZ#pP`<7L5TY57vCY_+^G z`NornAT*fA*QtE#sLPd4>XCnR5?g%_K}$>efK0H8yTa8ldLgv^*(L1Qr`Drwz3V6w z5Dmxxgaf_+;sH4c0SO5SvN#<wYA`H~HY$)hA{G|(Is~?{yYCtA`Oz>b@F;jFFez9l zNGU`pU@0glJ_DmRPX#;frDRK_-mS<`$;j*kQASf{P=-@}p^T@@$qUF!$fJ{~ce1+m zZglOXn{(Q;`+yOa?^IHT6jWX&KEEDqcZoX>ccWTDdfR($ledzQto21mTZS{@6$bJj zIFe;8A&zS*&8?HwMnAVSDlWEYv@1F-;xM&pU80zx?4pRH^rM8Le52r^B%<<&Bg<!c zu4R7V=W%z!s4BPjYLPhM-_x&cmiJ<H#+5n;Po`nCeI_D|0JQw6<{)3}reWTpoX({l z3ytsWD03>mc>Q6|>*ZyInRH4&Mxt+Dn>$>fDd&cHatdApRx`C=%>7swS;tJtrvd&s zQQ`2`a7VKjc<2J|2I|*=VZ=5x7#J65=Q|3B<E#G$3~Z>ZctkvA1C=G@sjLtS?UGwd zb#HbXz{IB9ah$8TOZ6w6brf=i%1mVlnOUcg$NU>!-W~YKH)Bb^YqKd1!-veclliN8 zIWLb6Y`Da;c?u@vsBL*9k&C9U<{vy}vp%Y{nvZ#km0Y1G4{+%KtaLfV>sg63dov&s z4C3f^^E6Yjra%u$RYX;SqCoO?X&H&4Fg9~lr;(II2gLGm>^yBL^xH*hM^}Znt|-cY zt9pCsk5NbfTSKsm(}!);^fh~%(xKL%)*C*GxmCtn&}r-{*YRDsVvss@15*sv_U7K5 z+ufJ$PhwUw-Uct^=*n>Y*)8_Q@llX<3)FZ)&AHw!-kupui+F`kdfAgxCv=JfP33IF z)EE8ENd?14R@m|Q`FB92l#BjxQ~%G8;##wrlHv9m*{1#I<KXKAV_bcuH5k8LyJDjX zVS|x1<o*jEL(Wv`R5Qti_zKfGHrZ$s)(jubR3c4{fZ&#A>O#+gzD9f*@;%6P&e2p) z&JT6LJzM%5y8%J+&`l-5sw?S|pOc3}`k(}<7gu+aEWaqq1KvIKF8!w8TE{^`bdE|~ zZJ+0{vNLehf^#z8nd_yoI^TRgQ?lONC%~LhHccT*QB-e+GamA=E~yAW?aJP~X6QwL zc0{*PIUfe=W&~H_6G}9#$WB9w>ZApkFW0Rpvg`S-!RaB^2oanT-vuc8G$Wqmh(p<* z<2m^0DXvFc#pKzx)g<gfjUQqLqoFXSM*2d1R539Mh&38C!Ern1z>uXklR3cSd*o=% zr0eAc#f*1NRNzMKAB{6C&){#8?DjrRD`q|TSw{mS6KxrNU4Q#|$bWnL^i{Q0SwNUk zKQ}(=M=#jr-vHz`v{eBGb6d&dl00<mK#byKl9Z1OC!NBaiA-0bjUhZOvH>c>#o7DW zX+{EuKY+u|JVq0PgZsa_vRr{o(>g-qWO$dWQv$i7(s`@`S{rzygFd_L9XYJY<FSw8 z@n3kGw2Wxu2_c=@!FThg7dJY!&GMuXM@N^}{SK-g)jDfMHhs6Z^6rk52LzEGbLX;5 z5hC%Gy}#CW&(4lDEI8(A77Ukvm)LM}E)##Ww}XzimBp$rP0?u}8<3L%$Yf!F2sp5j zoThSQCo>3m*+ulW9MMF=%m=x0$HOD@Q$^{-?~Dfm$032efun(gfs^9j#fQZE#51ot zu;Si7!VL}y46(y^++Q#KnN`864L{sh6cuJ-9yg3<Zfg&kM?1k-DjQXbk{bNKeKGVy zT|c!Py}(tE2-IdueC|*j4qP<bSWZV@|G~V`byw@l3i7!B>FVulku%d(S?Y1V2+@Rm zTg$p^?LRSH!d@HBWo#v>S$k*t;CYjt2-@9wc96veC&%=ur!ys9@?)EwIi217+6fxb z_F2QskXa*(VoS4f^_Z*Xz2LfI60mj_#+iNk%6#NNKaaY+Y;A8@++H{PJ4*>~R8RhU zeCaXArI+Tc<(i5v*TExL6w=bH4Ea6kxJ|h~+%LMHC^U?>S8er)y$jN+9(#C1e0)KZ z*&b;c=&}jkbOAU4oB?2frR^zTChP|a(P0$PMd`ZYe9_$qA`8oI^mbnAQ}i3%t;$8A zYFl;mJ(k73@7+@=?zr%py##DA#eUkGo;JM&7TVr)L_HzA%S?9uGUePRkR)E65Nu>p zWD#UoWC~<#WN_mQdyLgadC2sD=jQ>c>3k*2<iJmHSGFz{lfk{=#Ee*q{ekSZa!0m* z3OM0S;lTmTVnXC12{5uKKsX%BZ5XwA?28(KQmk!pA;Es1;Uj!RDNE>!in$b3jq?Zy zKH5KtW_xSr_})b3WK?epa)dP<Yqx7x9z^@lYX!+5%}l?&CKFyMg>;VJ{9)Hnlas&1 z53ARH>l&riyS1y=*kB3o)g&+kR};u5rvHC5jeGy7+jmx@1gw}P`)efAM$AQ*_?%PC z852Mh0pEwX1$!2VASOYMouK_T*kzmgo7aHq0>ch2WPM1Lo|n89n?FJyL`q4f8bAla zrHFC~(doI*y76u0>>N1oEZp^A(4fd-Wzh0=&*xpfTppe`?>*6^$#}96t{M(2Ma~`$ zqkq@=TA&Al4-Y2@2xFIqDD$xo+%t*378$<>A?iw5SX()MyZD14!_9^hOo^|=p|(KI zkz@~%_>(f8$<C;FPS^OCM3Vg}8d)Bb#=Rlb8y_+BCIW}UnCGX=ds9phf+JkQ>3>R+ zd{XW%CkuGgp-GMwjwG&*+?IH+v!fE6-rX*s9vc%Pz)~i%`d-yq0UJ5uO&|OgJSv)+ zn%4KL+>liH8V!6)9=tND5W`=64H6L=)gcgVC+2z{GCz$CtI<^^7j4%7^%U3PgM9@< zKg*)2G<tW7ShfppIkH4SdhvoUi@9QBf4rF;o#dN*S#mCp-1{@#`+vCix4ZX0y7veD z?q3+2+uA>NZ&6g^*ZShB7(R@)dZk$1gu&>-J!tE_u%}6C*->{|Tej|>B$X4}G=B&& zh!kHhjmL#{Ufjz%02j28d$rw?DGN5Z5|zBiUr-!aa^?_y;D3USJeZdB-nrCz>1P0T zYI_&{F=_~IP76}^h7Dex(fVxIaPEhyg_38shxu7Gsg1l}=f7iWG&jp830z%_PlWa= zdX2n4a<Rxe$tyD&LCjTmBp8uDM-NGEQ=tJuBPc=OICT8wsC6k3$4U=5lX8YQb93m{ zCqUb!$uQ94lS;v6a>p0KH`$LN6h&jY_-`A|CsIO)Ks=QH1PN2bQI^^)LoIvz2Dd6E ziMon7*&vh>U-zGS#tAWZdiQlkDxc+r?x1WXIbSVN%$&*@&=Mg863K&6ji8gj-9>?d zs`K3E1*CPMEA`@gnkJ(BYKhm|vW!cY11(8VR%mp_iHh7km&)!<^f}a|*i<&^Zcqgp zZ~44T>s@LvKVC`I>Oo>(UB=w?g11|)+f*22=&;Q@vd^W=1L5P(Biq$s5G>C4-qPNv zdb9UMD9f735heW#ulbW=r=3W#YJh&VMf~r4+^PsW5GE!5=kOsJTyivQsfaD~w4Me^ z=x;rI5^+M`j~c$1h5hO_1qu4z?{)o}IVJzUB%*8k8kaIpp;%8?_xWd2QtOam5ho}s zu2wa|ik3RI+lm&IN@hQGogeq(cFXU&4uOr+-jAa;w<&8?=^`5wx|+RE$f%8HePcz@ z74c02)3WLCO+&#_Q9&o5fxeU#-(LQYi)TjSJzz0!Ta1PK;!71b1?N<F=wf|K+x?$w z(SHZncJbm4!D8r8Lh@DA%V(|FudjJIfx0Mu3Rp<@YhDgL>;(QAGw3+>haFv*m?k@r z#94b92JEwIF0eqO5LQ4iylydBi%(>qA6G|;bSQmZ4DqA<<OQ)|I$#6+GMI40e{Z>0 z&l)SZ{n&Erd=Xif`aRjWqc<~${oLp3IqL`FhN&zP71bMj7sKMYs*s4*0i>-Ua~b&^ zNq9))j1!=<EM_2faS+J>XOyY!t*88+Jd@+fa6)`sIm=VE^}gFAzEPBm!gqOp2R&OZ zU~8c_m%!~_c^|1b(HGx}<zBh`WYcw;NSF9~0!4vx#V9X^8$zb4eH4wrSi1f~@+Oq0 zTX$oLkF^Trm~Q8RQWsF9=Iuiw&|$apx;TVw69@L%-i)KKF_ylh@&)sA^3dgpktSK? zm!NxTdz9UrF|!L*=5QpmDk7iY&*34qGd;lQv(goD*%vr60_j6+OCy8=cKy?$J!^HL z_MfCQ5(tp2mTRRq$BI3;e%!}0z7B7?0z;~2J6T5jFklsQr|M%%$(y+LjD4VP7{^2b zJGPU0Um?`2zp8T`PVkn)V-`fp<-lH-fBsIRA~GPR2)NXp@zBCTlzZ3+LQj-@!wYZn zS3hu#5{LuLw!Ux1473$J1@<=>tT1fq5#;pUqO_;3A@Su!emUZQS#){k`cvt7+#WQO zhHJ3hB(xonoA}9eUFv3kNLVJ02gH`B0BcZ>6zhF<rV5HqkVkBi$IDejTB!kkmDF{e z?n$NW)1F0i%F|nbP*m_iqu!du+r+(*$QdSf+VmnB>jp@pcT-O>UxVtUI9g@!SQ)Be zVoZkugV_iln8{u|G3csZh)a^fpq3T}OUkRwN<8@u%^uaRjl3*hMi*)g`oG=zJ*NKn zp`o#+nADaRuoW?#z(6it=IJfGrxN~_HZ5lM`FDrtv7lClZT$8*eGi6K%XFp{bZKXj z!x;a-GhH<=)fI;xec2aB{BRRLyb0xnXBEFZ=&J5JF%f^oo8zSLYva_o55%70o8FzP z*R#1KNQQfEWlYEypF;109N#`E)K8ILF&{Gt@!JDD0-8tsZtb@m|IT2O$XM|yzRr|i zPzX06L^+rZ7x~oZ?Z(&rjsy8EE(<%<n3E%AvRo6l1Th^t_WSDv4CLo{Uf?5LxXTE? zfurbZnBU&|Le^P}J`?|J(P3Nz|J~yex4-A_G0YKSjoJ4{7p(So?k<of77g{V<T4Bw z?3gPrZuDJz3Ok*B&1ET%g#lr&lY32!<3>?bh|h6@z>56ASNo7A{VLD_-066$dB-F? zJ%70YPA0dg*4cpy{<Q<362={cLLvYlY>FQ8UE{d+O#kV^PNFt0pf3aqN3@Gp4KN&O z4pO5;{hTTbGM51YaURtX7Yt>SGG(QK)QNz|ND#;!BtZ#l;PS+;-Wz+w)xG5Ow(k}s zACy38j>0by_)Uh7JjPy_I>oRFl0q*Llt8hKg4jc9LL9Y>w-p6mANn{6V}!bG5BHLd zyndDWeV7>e8b|d<T=6*XU!S#3nVlE`DkT*0dJusSZXF3qBg{nnpGOg1P1pZibg0mM zAqwKZ_dgL}VALpJU@-o-?eFIrI#f`EjQC&M4X+0paR0%ugbj^n#)HO)0H8-Agm7hV zp{SzV(Dm2BD{-Os!qm{rS1K1VRELcSIx9j*{O{B^3=F|Pka$R-4#Et?|B9(O|C3>j z8e0F#@Glel`YwQfAWX191I2KmT4I>Qe^2aJ?Fxp2fx-R<Qz0i*LX3*|U+VWN_CHZn zc%TSklu!{-LbzdGs1qj;8o-VS4Hjj9TjPJN(&K$lKt%cr67YI|c<p{B_*d<}0L>C( AK>z>% delta 8807 zcmZX41ymftvNpO%ki|W)xJz(boZv3O-GW1KS=@bbw*bL{y99R+!6is=hXBETa_{@E zyw`J1&2*ods_vfZuWG7$AprJEAZ*Ps03~T7JT3<w2BsA%f<g!}a4h1(^)s@0fv@|W z5)=u7<t7V-$&@>>o3~s^lSzSBszpubE|JxofaKXC+X(1X)#Xft$DWK`w07+o=0TQH zLoa&G`=q#~?#8776>5nWhc;2qy41fAh++#hrQfL5GI(2{|8co^aNHvS<!Orxk-(^M zt0yyQBBjn3^D{wgTxmaQ^^EEcCovL^(p7w+Dbj&*mW=kg*savdjWT_wLb$|5t2Mkz zmZG$m*ZT5SvMz`*e`BY^0nqSH7_qwevbAbLBbi&Y(z9pY7AY#`9Xe|sBj}(Urnz~M zy9wL>?PD!^Eax$T{Cm9=p_D=_TQ|V8mhzurh@BoGgf9qkazT_GCdoWv*b?_MH{}{U zGP+{sb!NQyY{7*#d)R>e?WZ61#G0$?^uT>4!Eskwwb;=g5*D{&RCC-0Rp&vxu@Y-E ziCPnKT64W{7B=H~klE1t9|MMyytBiLnN6X(0SQQ+!)Q}iWZHT`?3SUXb%jwAQlCY` z1-tz<UCDk!gb4DTwo{+hTt+BrMU6I@8o1E+%UcT=d3ALZW?WirqC`@gjmS@{Q(Nhm z)Kb5NYn>ZRN)4tm$?WRe`i?YlL-qF*>V<%;!jnla6b6}xS2dfW-m_0vQ{nKd7VN`U z(z5WmY(-4SGh}{&0fEeQ24Ev`$@BeMIg0@D4QY3Xq;$biW<6oNLXv{`oX7SsnruvD zFqH`Px`&grw-}>!#bpjY*EKE{^5e`b_ZkM%B8F~m=bUG~2f6yK2zTGI$4O1K_ieU) zrpNq#L9O4WCM{15Y!3p_*FGQ=OM0+G&v!FpRLnhY55C*~lxbU;pM5aI6a3D){O*n3 zG~PJGnt*h|HEP{AW^ZIQBMZtNr}!?z#Fgiw=D;WMXiMi^?vlySlmNw|rXI!ejr6?5 z@S6BLfTjV#)@gqt2);A4W4y-weEM$68jE~Ue12s`z~DNZOii~qL8$FW)X(lVW1#7< zT$NyNI@p2VGbmD+WChG|;<*z<*JY+OJj?;vqjoX%Absz=fB5Y%n&wVq)HV&=<78%& z%AfKPWb+5@c9lghyaATReNyk+Rf65VlDH27u51tv)OdrZZ<?xvgoer^rpW7<_RPHT z;Yb<3IdZ;pqU<B+!fn!HTeNw^!Cj>Fl+GRWl+e&)Urbf+^RR(-_U$1k$2xm8&zg_q z#l5oyJoB5;PzX$&lkhyV0w!)d;W9_(=(vM|Q1I%H0djCCLdN~!5M&sb5U3&<2(l8l z%nl4YW4a-u+<^A;Cjfh@-F2*)8t2Q0Y`4++m-$MXbn-PfI=2y!XXS9K5MprB9iKDq z`|jN7Y|n@qu*x%lhvEIfVHIjz6)5-5_Tb@2D`s0ctqK6GIcC`EdWRq9I^&Z$Bg_$~ zfCEQOr=2zE+c_#VXP2%-@CI`VBz1i2vmv5oRbYyJQe`kbT6my&A&9JCdV&4B3j?1J zeOKc2B1U0>CH_s8T;)U}?L9Z&$n~71@TOcfRxPlx<^f+$Xe1i5LfWROtoDpdk?_`? z*a)j@+brYvbF`eAQ&o(vF8PR9>Al56kufg2KV|3f3nQ8$9Qsr*OU-*J$XBT391hc= z$pw>1AI^BJJOPQS(s16)vA;l!<(yb<xJNKG>29!4)|}WoWmmaUFZ@YM$jC$sZi~r6 zN~sAy$fLnCh5^N4uqx0Wc`>uT-ioo&uT<(@l`FtOlKe$W&VP5@K3;lnAuosSsLx<; zJ5)^>;|}&F^uw|!`YQh@#EdZ41eN>wF;~qO-@ozWxxQ~<A`~b4Iy*0Z`B&8od1JFN zprrhnK~B%a=DT`tlKsaADf^A!51ROAwEo#!W!Vc+E-x@)MI)-vyf!)g`G^5!Wz^f6 z!uLznu`6+ze{7NmWV1p2i=9V8ptl=@6+5-(u-`#WBP?*+uwrI;5KEiXIb<S&cl8pq zgJ4c28-Yh<%ICZW8jiO(IC--%zm#r5qlzRb2f?*xx8fx$db|umq^{w9Gl+zO1P;#x zh?{Mg>GjU4A`^3}f)}<NElElfHQG3Tyl@9krj?^z*FS1MW5U3^yukb=4H+vATQa~f zBgC5lY8kt4g9(rj*kWVfCeDiaRjROb1VyEHN<2mL9S>R_E5_Pxc0*ZYHpx5N%@1dX zhllWUPX?r=V{UD^%Fxno!I2o7%6f>Q$m!4KNS-he%W>nJi7~LBcTHYWxEmvv$78s& z`=r3Zn!}ar1@%RiWhE~(%V^BAJCZyQeNwte>>#h_PdH@o)A#g4XP!KVmRdvti6Ud* zdOOmi0J*}$*DD(cRCZheP6PwHidlz|y05NZO(v$UUrR>XBC;qUW(->!#Lp%#6uMK# ze4&~1V=PnjvzQ;MCh-p6D3=5{%x^foPX@zg`J3pMIZNYgqM}C$-u1O8bJLvineHw0 z@x=&U<~fKMoMJJQ!crO#I`iK7!&~ZmTV`=PangZk?quz1ao4~>wHxB(o-VoIOHLIV zmEWPoII7ZdSRI3)r?8$pL=|HDGUU&cs{D?vguhPi*gus}6AU=_!qd>CnWoxy_~-Ly zc2knS7ewk{&L4NLS=1yH-9Gqf<%<S~)?0{3<`n^{qtAwBz;hOOF}D($W`wdTQh--l zt@2o7*lrIN*qRTt2fcqa+g=^EyP>}*E8ZS{ohz6*VYy!a>A`bQv);R3YZ&h46XRC; z#L^!-bs)iz!eWu4!9yK&xF!(k_<=66nbR_k7JuO+f0EOoud>m^l!Uf+#>=NAPgI8I zB1RZOcL7#1G~=-n+1}yk+WP?|*K>+H^o}(;!1BKPGkHY*!?D7Em~J{?n0GZ`e?O*^ zB*6@RfPGo9mtGPmq1ZoN9a|7<X3ZP>Q_(l8pX1Zaw>8&HLOe?L@;60FRjNoNZj7#z z_FG~R-}+QMoot0$7K2x~K0NF_7_==@3o*GvY;!%^!}kd8t_ViJUn5;XaC>1+r}F~0 zHLhRZdHdsFiX*(0?hQ6N>KS_bD2FNbkA}fs36&$zx3@uZm?r;dm<$cC`5_S@9HLks zv5;clp=6YwB!+Qd{!2<nv74F+e#4KTc`K!&a<#l!hiEbW25dO+@ChmFq0}7G7}WSP zI6Bm>!?Ko8nX)>#%!o^$8FzB|D|t&A_mQk(nmI4y51du~lRvX9J+pr<mw1@8BD4T& zQ#^Nx<*TE$8;4)==hc6{BwEbR(^lZ5xm+pox)1eFURE|-gkSkzCG`)~=nPMq4NV-D zviX(R$sSh?s5(Ukh6ct41_wq%0>cC2#R9}4#F7UjsRrIQU4I_7Bw+5tBu~DNzT5KV zqnFQ5E5Gu+aqspMg3^VmyI*1+g{D3|HG~ip$?_fcA}uhkKS_kw_nko>ui3-XHZw=9 z=gkIC`xve2J=>Bex|OFx<Bzji;u7HF|G(0I>x_lKb@B&hEPBcrI6K=o(FF8Ngs&tQ z1F_MV(d^Jj(e%-T(Eb{$I9lPjAbKQ#rpPM;>!Yd_2FI{U0R_+$%M@n|xP`riwS|KX z#Ky+nUCaL*XyoNjL8_1b)0$&r2<lXsc@|Xh%V#Y&%5D?)2By16gZw;v{zklUue_R^ z64LO<o>4lP1dIk|0mFf5z<6L@LO?=70zFlm>H7K6(pKcp?$z17+se$2tNAwsRr~_$ zG^`AD^mPm_^ezmS^p^~%^r#F`F4U>Rv!~MAw>jutk1B8b<2F8i%egM?0BoRjU1=)h zkod;f-4nOEs`?RVSc$Uw+2<xRNk-G%3zpOyh`8y1R~i`T<g(~?g?(O0qsw0+kwv%h zqE$nSbNz$AxOo!P>4t%>w>N#h&Hr7*ALoG$28u?rf$9Yzu0nkS1Ea$URU#vTV$dSJ zM&ZlsxM62>CnAzvbdgtL;s{mw$yKvFnn&R3ShI+EKFcPC8k-ltp)l$c0aXnYzPP@J z?Atri_^-ExzjM=P^?7hYo`7DJ1$8?U-a%auJv5gc8;Q)M?{y|PpNxqOj5;B_>#{dx zOoK5<A=1h!7ULzzaEeT{5x;lCxX&#iG$|B-xAOwiBm*)Bl7$$B?4*F8a{w7iXj=$K zn@MR&f40gvmR}sVA`<qcZHr`W7NHY?F2Z}&0iY3uPLbO2>(^%fFit~@9<N%W1-jdr zvv^sv_IczcNwdxBbF@N`I!&WK5&3Y>%+=WC`yP6V2CB}=7fLiGxPjajd*gUW)Vd`~ zDcN72PGZuBVHq!vr)Q`%oky=QyCOx1k#t}OmI)g<F~%>g@8Ke+y*fCy<e5n7-v6lY zvR_j*s&2<ErmnwAM~J9x#w#kqw{l=*tE}yED|T^-<4CALHC_uEL(<~>NLV~D{J`?r zGr!**=lyw?&$Fpj1NdaQ)es_gZ;i7W$d16YY*L9Qjt(*9tqkj)s_7)@&KCSYkasb> z{6+vWwNSMX+KzcUs)s${VEzP6D+&6(S!&KyS2dyC`Y?Rg_O2%D&KdQ+mDN{zOxF?y zG-1z6^{mKI;+pd#6bCl8aptA=7C|+2k=Q!ENX`Ij*P0Z%;UYczVrvLap6Gi7t~C%v zE|BlHbE+kOT!6DQ3YoiHL>2afS89CkPbN91on)YoMP@0L)q{c@`%VZ@&txY&jlLd= zZE9qhy>-p~b=oNn+muPcH-<BNg$lgw_6b}3IMmN|lHPei>qEn`N#3WC1|26sW-Ii~ zrbhRRJl8JVIrlf1J_?ZiJypVXl!KCSLj>Nue>(nuc>j(}d&gxNV89FNGUft>GYTL{ zjW_}BZcRyf;aZPcvTV*tQQTaHRdfEuzn+a}Jp+-1w@pqnX=wZA__d5L?j5yLFDdM0 z-R}z-JgvxtkDJEc%so1zccWKw-kA-1SJrwOI%;7;CK>(G9Ye;+US<USr--xKcefrq zX)Y?}v)BMe5C!NBr5C~vFj&~$_Qm^{8uFoZxlf^}ZstDdNbr|g0Bb(4kOTUig?Xol zh!;^#9&_@z<jA-9Dg~poj7;;%Ped!!S7K?-E=1`i)6+ElRQ+_+6x7tzl+;?qW3j$) z@|jtXwg*7TFSB!tz2N9Cinum==5i5=5fTyd5$_|EWkh9UWF%!OhZ#7q?!538HjZL_ z(b#7)uKRc{CA=EHvKCgTd)-Jl$P403jh`5Anr@nGngNZ0ra%*5g={AszMvm`^aaN^ zQ@>VTUIxNF_Z`9a+w0`FS@96x6<_m8?)y&={??W{wx2IE{q1)TWh=H#gE?Byf+SoY zY*%e-wSu|zVz{T29YDBThUBM6HD%G}!@0BOImK)!B(+0JA{ANOt7eUQ=nc|p<amt5 z0+b(DC+2pTY>P)u5)_q?u+sFz1I+Z7WWUtmR2~<%)s1-9hkR?7`#dVSXA?Q8rhHxq zA$W^dS7yD?Ha2oP+D8I-3jhOP0U$tco5YWiTk*<O$zu$bnhVbI-oQqWg;Ce)ILx}N zdx4DIH(XhP1V7y6g?@l}Qy9})4wfi>xonnbN%3-zmv-&V-Y0vzj5O?MM9}?HwlEPq zCOmmCOfWDQ8NQaXhT=OElrbv=@%lREVzNkKPs;N&E3;$vaxF{E7#11nn}qzlHJxW_ zY_|E|^U9R<VJADNPpZCh)UX|>VQzUuGv)|aHwdmUIu8sxX2z5^LlIa8lTH|(Ig-ck zX1MjQKbcnzyI03?3H^F6gTtzy>3KDUk!{+&Zn3wB3<1m(!aj!H&VKdSr-rsgYN)W1 z0(bxz0M>s^1s0&Tj&ed*gtUf+wWX$s5BuBJ&V4yGBGmZ*c5dy9Ec4>!d|yZczB6TW zpm->{;{P$HY{g&)d&9dY2x7&+5v0Pjsg_szjg3auRuTnt=A*hsW~O;t85j4+wTjKh zB>s5|eJC1Zu<$Es^?M~L@Y}0`ZQ=#0$P>)(P(h8`3d1#}X!9I*DXm8{r)0MnU_NFY zx2Qt(-z>NcT608d;cfIdiTovc8FmsYxcs=SB|R+iyiHcv;<4Bpd_aiH(Kq@KUmh-0 zP<YI~#ul1=m6z=CLu5jClq3_#7#(A2-Yd2n{fo{>#|fL;aIeK~=f28CD&cxh@hX8g zdd4vUMViM|bOyem5~^-K;_ndySP%%5Xk%XNUun*~OjF~OWek~KT>{pO3c}%k>8yMj zshW-@$n3RjAN6~a#0>$Vq-ea?QrjI>h<JxnJ{|`cxTW?}IQ3Ge>TC_o1%QE!$)}V@ zOY<;Z>D`m5S=4weKqsk3g!XaP4j@#S{s*ek&5FCiqwOV&BDP9JxTed|mz}33xuepD zUCSn!*3MMdF50p1QmeZwBpt%;+&Hn$m0s^=S>^TZtChyJT8PZ5j|24n7m>in)wfrB z6H$wlTFXSJ1{a0}-uR96g6dsJiYFO;W|E%`qY)?YIXD)H*2+10zdPK=)&!EUT9_1z zZ%9(hxA!9Z8+v{C@+c`>+0j_|(5t|LCwx<Fw<p%iJ1^EGM1TB!mcOjp)tUQMxs;<r zL6nJ1C?<W`J!DM8yWde;dO~dqy|J3q{Ne$cmSf*~`2mpz$2$*piP*oO!0i{s!WLP) zDUGtXtK=Z4|G$CEtZb)|mFz>Cds-at<&9DT<-?y(VfZ-;4+@F`ZlTQw-?K`v`g&4l ztcRnV!%x<JZaKIN7h>dPY8B*3MJPi47uIF7gchJKwE5BKoxok9b__Rcl!inBD9J=9 zxBoMA!@_2oEdXq-J=@=YVa7+X>AWdb0lfm>e+PJ2*j97-u<)kCpkJG_#&N<`-dJ#h zelyABw-%Uh*XalfFBKv0+8-{Gi<PfFJ=d@r5^-^f?cYP5-#z>88u<lk|M1@1IF#UC za&!o1=~}Z~SW(S-Bon;=g?9pB<`cX0NAeaJ)eIyK{U?s(Jt-fPq?qDZ)^j&i2ASgW z-?mF*$zvqoNvx>WmC<~?+S(*85i?Yd*j1NJ^c4~NpJfU8515azar~I`^W*>#>GG$M z%<cxy$ds2rD4Rpeiwp1i@2(QurN8S3*9-R^7ZEoUR|<E42-|VGLFkP_x#KS~@?4@h zw&AGnd$z{qyhPHrIwR{WF$%=J7R%?WoNS+tFoRvEGn;x)v?ff>ISd@rS;6BUF@nLE zfth`qCwi{w%eJd2Ya7H$gBzv`-?dVu-EtX@Vgx)!S34$i-nmvdTgA6$-V6RnLSKc- z_JO8^mi*Np$f4(K$Mx;F;Yf&7v;8p3&~r3mi2Z9`7x?Ty`-If*F)B}iqB{I>j%QZR zrvkbRJ*|MJt^Ki>=-g(me7oU+MxCIjE|b~(TOv9(!|QR}Q^?HYjzPZccaW4E-<wYl zle668;%~8d-dsa+>7<Po)FMBG&|C3MYxB*E#6CZorH|qbD7(gd22g$=-gjjnfS*(7 zL*!Rd@g9Q4p;JSAjaXw6=-yC|B&$$rw=x^Z_x7X_ZNn)th)&oMgz8#)gceztR#Bg= z%|H`W&Xb2OF?KSA;$$N{e*P(OEUZaFNQ#G=`;_e3O$g(>mvd1JG>Uka2PPiO9?^Jn zpEM$R2BRX?vnjYOvMAXJ_a?1Ky6?L5cM$#cVjDkkShfqKK$e}1J?)k~dDFCCxX_$2 zf*8LjWLk6Pq%3ZAdAB75=C*uJgAbLf=%+?(TS7JOb%2?Cp*2UP;Ly#J;gpt0XV->m z!iLC-?<~W3rb=6FV8wn|+zc>V)3k?ndU|wkZys*gvZfk!_R<->$O^8?ZpijUY?L7q zH)`oAF0vG2L2iOI>4dv)z)PUtS01wjSa{3r_QT$I?W|pR;jlG#&dr5Q5J5Z+fiTwv zORQh_p>-|r0MD-oG*FA+iux|AqC1Ig^EO!?Wz3r^207C?tn6~;hTw(`^j%Ej%_siw zvIaxk?)oB)WMbXesoEVCU38>j+y1IS0;p~73J()RJG4$KcQb++%89*}zp1ZbG#m?F zJSN^eWrZ?LogJ^=TPC-1ZwM`VYv&mFtl(w!D@y)KHMx-f4UI;;kRbcg^V|M*jAR0_ zTByA~JkVqOtHJ?=1RBR@WyX{T-s)M&Va~b_W@F|_!)yu1;tu79$v0Hyt-EH4Sor8E z3_m_Y@ak+$bJkT|8kyJW`AFw~*`l-Hf4a#?B9gBuchK-d+SQ%W2<@aUD8Cf<j4nWa z22F1fS>4NUH#0j7L>1ZMG4bH0()<zcE@w$OtV2}Ls&dY)Oyl0|%IGaEA6@*}Ev8P> z9vIF~utOJ6$?5#gA%C*kXZ&n6*$!rj<#<&I@<XS}uwDv2lef~}KR#q$uNLF9^(67^ zA_hKn06&7vO1R3W3-t|#BXRH|Mz!OZdDH;4NV<=GL9QtWcOo*rpyfctHq=!NOwV%~ z{o!!>BzDmgHm%Iw_Cd6b9Jbg)o&xX7S9_H;bwKW%{eqtJms?o&+>9YJi9Z=%1bJXr zASOp^C?6)eo7FnW;FP}DjLHAZJ@}*70+9ti6uJhxeNDeUl~~=R;f+`XY_zX}{gTGT zKYNp-Un&`Pk%3t^3B4{bcD+v&jE^LZ)mLl}0qoP=Un<jor024tghuyiE5VCeCTs4! zNo^B=9v<?Gcr9APDn~oTq-ua24FTRakVkEQ6gY*HqGwt*{a=)Do!-yotPRK2v#|3I z3%CyXn_ru7si$9jNN*p*ha%0ctDHBS1Q$7d9UqN7PoM67nr!LCxxGM6;2y~qHtzj| zlk1uUWf=66qFw4}?n=wqrfp;4{QX;zYmOHEN^Sjq+l{4vVqS4-FLS(ZC!0$5<Y>B@ zb{mRc@2@bqjq9LoR#;(WUB&Zsq>v3_FtOFEV$nE5q!PP|l})#mPoEc&i1GiM_eNP? zKb22~g@N&ao?($f)W;lF*nu4c`yxP};gQ(YV)`g)H4NB4h$l<=pHn(ejCNVq2&Dsk zWgcAblakz__(@8uIao-2IhuYC*0IZG=9krhw`sO2`vMzK5|X>$H)HL}`5zjN8ZR(N z_$d19AAT!NFf(qrt$tIY_N`_-b+_g=`V+v)862-A@38#=;v7-tvkr>lo}c%As;$c; zEt{mHL-%a~q>%b4dwKw>s|%_!mUWlg+mf29<y--8*#)@NuaU!=!blI1nNqUS7(HF- zWmYkEjftyD-});dR{F0d80+`?pw(qz3&&wON5w7c3M29pCMgm`gC`cL63`i-ba?|v zwj>I<*W)`7Ba}1CDTx0c?xdo<(ha5*+fUejd^_$X&IqRsJ@3$R`uh%hhbN3XQlnKJ zEc5a@*v5B}_00JddA^1>e@?p7U8a`Jf^&yYGuxkpoyIiuOjndH<IMEx(~)u#8prwl zaI6)$F|>OJ_?|?0d0n!y`fvi5`J}$CN^Z3Z0Vxb%O-f`He8rkfuk(EQ#`wZ_LJpn5 z!mAf2g@dhc!GVW`9`V1cN8vk!hi>qrL1N*@zsbCQx-|qC7~tz~q^BL5nTeg5gtdu{ z1FNUKo!$4fkHPG?Naqhd>!2NfMfDH7()MCU9v;oYqBS~rT=-OGJ`WbwR(E-8$j{?L zk$c(47)AzT;2Yztbp-wDAK5nQH+zHnaL>=FLPD;V?=2?FPhv6dnwuVLy1Q32A>~zt zy4+!{croan!f^`(AUn+?r6o<s{Gi|cez;QXsap%O4_Sl2itbUZ?SN(HdekJ#x7+q8 zbXd&KJC)92PCuT(0~5SZM|@|o*1)$yu>E=gRN^5(%KrEk!0R15fpDp!-%m+WjuJ63 zTSl6iCJ7iBNg63B*$Yt$v|=-*krSh)OTv<kq?R<Ld{2p$sIrb4*$VfYF>W#^sR=FP z$R@CL3tz@bE-C@EgN!I1=_Kwcm44)n!kjg`B^8xG`9F>6SpyHDe5MY3Y?$g-o&oB; z41wz@pl8;SC+IX5KB8cCG^JsE3nv{cM6QpWF!T&@qhO~?e(o?~+Wq@P<YxAG)RuwF zv;6=Mi|nTrvxxWx0#5s8fsB0%m&upi?7Wa*w?x6S{7+h=$cee(qzN6k8Tyj@9AxbT z!!u#BJ(p_YAw2mr6kuT#FDb7tn}#WP^w2<eX4#LU704{HU+4!j*$Rx?tjK1gAXjR5 z<BLVQn^70qO)$qkhU5gs>BeC{iTAb0uuc+!JcbVychN<i(D-pFVh4-gpEoZAFkXL! zk9FB(epmm+uGC;vqG_{gv2{V<D5he*ycso<kVm9v3c3<rQl2&9txc*zimKEKXDNp_ z<q$Sv$K^&l*Uq)%Pwf%u+WC~NuhkiH_f6B0%W7HS_;QaZVr;@Fc*yd>RK3OzKg5h` zu4&WI3pK3hQ;g}xmEQuDgQ%KFe%Jd>f9URzuR%d4y?f*{&5!A1;9<_(=5as^Qa=d% zhv$OeuZ^SBHHH*tz8W)o{VqEQ79#c+hoo*1U62AF(xY$?Ld7`fj}Z(TB4C-8l)ofS zq*9_J;UBM;SRD)qBms4l@DbY{I3d?JT*du;wH!LpppRB>+&RZ|!n9iDRt$O!M@x^U zn4?kb5C?Ub7g4Bu614OBY5C$oHZep}iyvzI<otWQG<@tRCWo7LzO!;c63Wm7PY-pO z^!eSar)j}cS3Yq=Ax*u9%khDBGWrb%5DBJIfv!8<Tp?Kbivgb^JnBDk_lgypuQ`g} zo*LE&d6_}`O=TEjrO<K2yj0VQZ<|R$7U;Bvn|om&s6NTB1YoE}@v!J>jD#{D8Z|WW zk9A4(W0V@RAfWSLY4P$va65UxB@_#%Nd1+)3Qza;-+TCaY#h$L`TfkxZ*sD4;i*}X z+5-Z^W8`Pm=z=d=*F|Ms;LeBu$FNp<fMV|K3+bB<Msg9STM|%^$C-ZHV6bo^NBP&~ z=NPuGPfRj*O($a|i>DxCDI~7k!9}30?k9GGVHZsI@cEVT_eJfvBwzb5DI8C&?(LO^ zzy~P)U5A%!&_lsQ(tn+5c-<y_-M#vcvJQZ52!WtJLc|DVs4y_lM*uOiiaabF3k)s{ z0Opk)1_bl34OVIx7{dQ}7Y61M4eASKB>i{J_J1>!;z4`CjL=D8Vz@mD=%FwT=|6(- zSL{;*!N8#ZmoNu<D5)?x>A!s2>nRM}|6*`ufocoWLNUR_aDr@56;c|g3K$6WdzCHB z{#qr0HV6|#A4Q1aL^+`M{M67r5jHpt&eunV|1+fjjl%!dW6cc>6`}kmen8no@Zi>Y zpwc2#lK(RG*KYmA?SB_nei#^YM>7={M<-V{6DOy?D6S%p2>8nZe7#g&M=K%pxAy-4 Dd;yJ( diff --git a/experiments/script.txt b/experiments/script.txt new file mode 100644 index 0000000..2e65217 --- /dev/null +++ b/experiments/script.txt @@ -0,0 +1,2 @@ +cd <folder> +python src/main.py -m <model> -s <score> --title "<title>" -p '<parameters>' \ No newline at end of file diff --git a/src/experiments.txt b/src/experiments.txt deleted file mode 100644 index 5e13183..0000000 --- a/src/experiments.txt +++ /dev/null @@ -1,5 +0,0 @@ -Experiments to do: -Bagging - -Odte -Random Forest