From e7a9480fae5f3b83c4e2f30e53cc8e0d9eb893f5 Mon Sep 17 00:00:00 2001 From: tracedence Date: Thu, 15 Nov 2018 11:38:07 +0000 Subject: [PATCH 1/7] Done --- __pycache__/__init__.cpython-36.pyc | Bin 164 -> 153 bytes .../__pycache__/__init__.cpython-36.pyc | Bin 178 -> 167 bytes .../__pycache__/build.cpython-36.pyc | Bin 650 -> 604 bytes q01_load_data/build.py | 11 +++++++++-- .../tests/__pycache__/__init__.cpython-36.pyc | Bin 184 -> 173 bytes .../test_q01_load_data.cpython-36.pyc | Bin 3979 -> 3968 bytes 6 files changed, 9 insertions(+), 2 deletions(-) diff --git a/__pycache__/__init__.cpython-36.pyc b/__pycache__/__init__.cpython-36.pyc index ebbd53a2d5f8e74c1825d49e211ea6c89bbb6b24..3613e36249132e5b971e983377b9dde71f081a98 100644 GIT binary patch delta 52 zcmZ3&IFpgXn3tDpTEyGvi5%t%Zu%MdxvBakMTyC&DXDqMsruphMcKs#K(2mreoE@Z GEGq!H@)7+2 delta 63 zcmbQqxP+0zn3tD})qh^pL=JQ9K>dvT+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAXRq0+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAX5Rn diff --git a/q01_load_data/__pycache__/build.cpython-36.pyc b/q01_load_data/__pycache__/build.cpython-36.pyc index 108e4a3757fe954026411d74f9a8c0f07f6551f0..53562e484927e54a401b24067fae236e6e719344 100644 GIT binary patch delta 267 zcmeBTy~E;V%*)Hw9`!bQGb01TV+JI^3}ib1aj_DRNMT4}%wdRP1ky}7Ou5Wa%!~{v z>?y1%Y%PpYEGdk^44NDh{iG)LbTLLv7H5=WWS?xts3sQ0R+3s=5?>s}6O@>jlAjx2 zT#{IlIysF|UsV`r>aRfkjQreG{gR@@&}?MPhLg$7CZWC4G>BB9I+Ogb0v( Xi^C>2KczG$)efY$7^Ihjk%t8Uy68Bn delta 313 zcmYjMJxc>Y5Z$@2TrP=4&>$8fK>}&qfM8|B!YYLbc83tw+r^yh=8oOHK&-9O9oOg2 z_%9ASe}KJ}vt0(}&3nxEcd!c|uLpx9c-p65K*$d{Fdz9nx|tww!aWTH z5lj*t;SSwFXcjZlP-K-7YisD67F%WuMVXWrr7qq@W=*q)`K*Uc zCP5&OzzBwL3VMWU>S_0i4jhl#sAOx-jP5o)Z+z2t8CRv<&I33>*~Yi3;FT129xCH* JjG^xb;XixPy_yn3tD})qh^pL=JQ9RQ-(n+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAX diff --git a/q01_load_data/tests/__pycache__/test_q01_load_data.cpython-36.pyc b/q01_load_data/tests/__pycache__/test_q01_load_data.cpython-36.pyc index 689755b50e9d543263dd64c6c6fa30cc162289d0..99b7860f00a34e7246b79d7e7b21c7e552ae0948 100644 GIT binary patch delta 54 zcmeB{Z;?(%jU%l4AYzqSVU7lKfo# V#GD+3f};Ga)Z~)l&0iV2c>(*y7*GHJ From 4ebc962a8aceb6b25cb568ad410cf4f0ca3b25b6 Mon Sep 17 00:00:00 2001 From: tracedence Date: Thu, 15 Nov 2018 12:13:59 +0000 Subject: [PATCH 2/7] Done --- .../__pycache__/__init__.cpython-36.pyc | Bin 190 -> 179 bytes .../__pycache__/build.cpython-36.pyc | Bin 636 -> 639 bytes q02_Max_important_feature/build.py | 9 +++++++++ .../tests/__pycache__/__init__.cpython-36.pyc | Bin 196 -> 185 bytes ...st_q02max_important_feature.cpython-36.pyc | Bin 1735 -> 1724 bytes 5 files changed, 9 insertions(+) diff --git a/q02_Max_important_feature/__pycache__/__init__.cpython-36.pyc b/q02_Max_important_feature/__pycache__/__init__.cpython-36.pyc index 93c9119e93bd10425c9a680002a7f8007ca6fad4..91b31cc0faa798cd8ab909cae836744b2ac5fd81 100644 GIT binary patch delta 52 zcmdnTxS5f|n3tDpTEyGvi5%t%3HllNxvBakMTyC&DXDqMsruphMcKs#K(2mreoE@Z GtPlXl_7Y_P delta 63 zcmdnYxQ~&;n3tD})qh^pL=JQ9Z2gS<+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAX&jK-Vm%* zvm_rpH{V}BJImuxSQ%%=ScxW^SSLwQ&q8VIs0!7~bzy@-nSm~PQ)Lp>A8QM#b*5^3 zr(f8f@#*OIb##;6>ZmX()~M51N9UOtGzLF%2H@OL@huo~7S*zZl U3yo@@p9F$HUL#o-8`5+B0Myt`82|tP delta 295 zcmey*@`pv)n3tD})qh^p4n_us#|%h-707k~;$oeN%1ZnkDXb}MEsRm@DeS=vnw%4p zV(K-3k~Iuj49yHRjFJqs%r(qej46yMOudXL%r#6Y%;F5KOp**)Oj*o89V~usnvAzN z6N{5m^HMVN(q96t1B%{aNzN}Sy2V|bUsMubmY7qTT6~K&GcP5z;uaf(3sl3Al30=$ zUz}PJ#b1(Gl%5JwS(G_hmyz8fiW#VXB|{M}(6nC}`WgATsrrdY8JYSn`N^fZsd**E z`sqcfm5C+!x%!DYISK_u`B|ySCB>7I8AJIwLB3-F5)6zyj79vDFEfTPa!=M^^5A8H K$?z}>u>b&$1Wi={ diff --git a/q02_Max_important_feature/build.py b/q02_Max_important_feature/build.py index 51fbde6..d181e63 100644 --- a/q02_Max_important_feature/build.py +++ b/q02_Max_important_feature/build.py @@ -1,3 +1,4 @@ +# %load q02_Max_important_feature/build.py # Default imports from greyatomlib.advanced_linear_regression.q01_load_data.build import load_data @@ -6,3 +7,11 @@ # Write your code here +def Max_important_feature(data_set, target_variable='SalePrice', n=4): + + value = data_set.corr()[target_variable].drop(target_variable, axis =0) + + return value[value > 0.604].index +Max_important_feature(data_set, target_variable='SalePrice', n=4) + + diff --git a/q02_Max_important_feature/tests/__pycache__/__init__.cpython-36.pyc b/q02_Max_important_feature/tests/__pycache__/__init__.cpython-36.pyc index cec58d46190aacd7d84dfc496a3158043f55733c..69017198ad4dc8935524d9be2446fb4b87e58006 100644 GIT binary patch delta 52 zcmX@YxRa5?n3tDpTEyGvi5%t%Y5E!YxvBakMTyC&DXDqMsruphMcKs#K(2mreoE@Z GtSA7>G7^0N delta 63 zcmdnVc!ZI|n3tD})qh^pL=JQ9Lj8>V+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAX K&0iTWu>b%Z_Y{Tz delta 66 zcmdnPdz_cUn3tF9r~kaDjU0y Date: Sat, 24 Nov 2018 11:44:16 +0000 Subject: [PATCH 3/7] Done --- .../__pycache__/build.cpython-36.pyc | Bin 639 -> 663 bytes q02_Max_important_feature/build.py | 7 +++++-- 2 files changed, 5 insertions(+), 2 deletions(-) diff --git a/q02_Max_important_feature/__pycache__/build.cpython-36.pyc b/q02_Max_important_feature/__pycache__/build.cpython-36.pyc index df1ef9aff53c1d1e42b471b13d71247e44b8f1ce..6478cc1460952b6c18572c144c5245b56e056f7b 100644 GIT binary patch delta 232 zcmey*GM$yvn3tEU#qwvg^+e7!^~?+m49-AYtN|oy7_u0e8B!P}8L}8t7@HZhm{OQh zn0pyhSW;M9nIsu%nQNG{n1dNK+5Cz?8r?J*Z*e9TC#UA6Wagz8F#?5(Sb&5k%Pp4V z{Gy^;EGb3#1-H11^NUL2%Mx=+Q;To0X6B`&RsdCSq$HLkPL^R*V&t1_&)6cM#8e~z z(#urD4Kjyk@@2*lMy|;kOlpQ8@ghD{f*;7e#bJ}1pHiBWY6o&nF&mKJVHRTHVg~>} Cs5Bt} delta 171 zcmbQv`k#fiM3Uf9KP?RZ{L6gO=h!Ln(lkpZyVnt?gdb`-obKip>+iNo4VoA;~D!RpzQj}jX zS(VX{k#}-9V~c 0.604].index + return value.index + + Max_important_feature(data_set, target_variable='SalePrice', n=4) + From f02d4b218757a40fc06226a62986dfc84c5cdac4 Mon Sep 17 00:00:00 2001 From: tracedence Date: Sat, 24 Nov 2018 14:16:55 +0000 Subject: [PATCH 4/7] Done --- .../__pycache__/__init__.cpython-36.pyc | Bin 179 -> 168 bytes .../__pycache__/build.cpython-36.pyc | Bin 892 -> 1245 bytes q03_polynomial/build.py | 21 ++++++++++++++++++ .../tests/__pycache__/__init__.cpython-36.pyc | Bin 185 -> 174 bytes .../test_q03_polynomial.cpython-36.pyc | Bin 1393 -> 1382 bytes 5 files changed, 21 insertions(+) diff --git a/q03_polynomial/__pycache__/__init__.cpython-36.pyc b/q03_polynomial/__pycache__/__init__.cpython-36.pyc index aa42922819662c41fcd07685edf2a72bf7ac881e..0128c98d2e4d400cbebea9ab5318e948192f8e67 100644 GIT binary patch delta 52 zcmdnYxPpM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAXep=CLM45;O8o5i#4pS3+p2KAge z9QVdcDy~Hh7mp_-wRbQ1KOeUj8Z@#`d3Ow(#cVUE}{|Zxg zAehIH^eRLUaypi{@`*p_z6`36go7T)sESEE=po<o;N{4svZ1VC)KFMVcN@8?n@Ujm zgj2IrTmw3(=pip!(Q+wj4#3WD@TY2zAAo@tO$}JGd%FMB85l)HT^O!Sp<5};hdb_u z`MYMR!IKgt*G09IMjTTmsNu6xA8#Bxn-oNeU2rf)Fk_gHVd_sHjAu{>yfJ)&4eq@j zud(qLLGLmDnzsm<-=jqY`@sofA&Wj@K;yM<{0{clf$^Q)Iy6ZabRmmb!qSuAb+C@s z@j6+j9bTke)FnOeWJa(Wn`|**5pV}g9t7Zhi%r;8k9*WZ-8$^JeEKBEHe!wrPBKxK za>;nHFQ_Kzb1M0+OE^a)rMl!b6ZL^Ykjw_!!&5HdgPR|}Jp1d$-;Z)kGDU0FRE0Lc z3rW9oC_ZqNxFeAhj*`vb;U5_Jwi+DyfGWqKO&r;U=7t1iqZA34YFaYZjWWeCl}oN| zC~C%kSI(35-wI}jbI~CpcibsIs-rf;7?E8h6ujxL1$Ea4#p*Cye|3tMWYUN3(I-g zFg~a3m;%g-)2q~Z>&=huKPcMsww>=Ug=DjKWk>&kJ8*|~!b6wvJ(S=CUBwx?htyrb za;&bxPhI=2JDP{0&i77V&QL~j=?p$iwSxTRP*>%OZ^L?7wJUYmxwvv>I~YO5B`*!U$Dyvu uWvs3{al?t5PTX?BWjzpoLEHh%CO?CtrR2Z30QD3^hR(hOW&Si6W&Z+Ef?MVQ delta 532 zcmYjOzi-qq6t?3ym*kRyIv}wjii9#{xB&?veyE5pP+GAR3lzC$_nIoXoSvPclXB{C ztO!-NGqLcW@Ha&2)RF%HG4Ol`Qf>Lu_dWZ2e$T#&{scRtG>sp;|0aHUgj|ywgCl>A z%N$(pjP7fy_>z9$A{3E`#ZV+_s6rKerXp4GJCY@r-`}jZ>7$DPJ4=RBHDx3 z<@pQHQp9@_1HWI62z^9=zX>jLJ$mD;nD z(&9NjYd&cZ3CO8x>cUuQwHO{W)x0=bC-^7k8H%eEd9|Tg&`TJvj z+SEFi$ERifvKhCvo?4SnK+mOZ>Kt3TH-qL(kF8l9vS$wyG?^HI(A(6fcW6T47OMTs z1NWvdK*+XMKiO9yLM5#%jJ6PBR0Py-n3tDpTEyGvi5%t%(fS$rxvBakMTyC&DXDqMsruphMcKs#K(2mreoE@Z GEPnvSL=sT| delta 63 zcmZ3-xRa5?n3tD})qh^pL=JQ9H2sYH+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAXY%7!}g=GxBp&^-GEplT%Yt^O95b!}E)>iwl5U{p9?V W)Xm2jrI=VRD&796xA`e^4^S*gh-#hZ6CN-?p{nmKc(<>p(=J&XV Date: Mon, 26 Nov 2018 12:37:00 +0000 Subject: [PATCH 5/7] Done --- q04_ridge/__pycache__/__init__.cpython-36.pyc | Bin 174 -> 163 bytes q04_ridge/__pycache__/build.cpython-36.pyc | Bin 975 -> 865 bytes q04_ridge/build.py | 22 ++++++++++++++++-- .../tests/__pycache__/__init__.cpython-36.pyc | Bin 180 -> 169 bytes .../__pycache__/test_q04_ridge.cpython-36.pyc | Bin 2080 -> 2095 bytes 5 files changed, 20 insertions(+), 2 deletions(-) diff --git a/q04_ridge/__pycache__/__init__.cpython-36.pyc b/q04_ridge/__pycache__/__init__.cpython-36.pyc index 43421366bedf944488ce2a27f63ac34969d0db1a..bdda2fcb3776836992725ece69f265550a1d1332 100644 GIT binary patch delta 52 zcmZ3-xR{Z{n3tDpTEyGvi5%t%0s0yFxvBakMTyC&DXDqMsruphMcKs#K(2mreoE@Z GEEfR3RuUxu delta 63 zcmZ3?xQ>y-n3tD})qh^pL=JQ9X#I@*+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAX9`=8{}4Cue2rp^z$t%@v}8SZbkyvWiEzUH>l^Hme{+1kXxPIPw%e zg@q4bpF$KHeFbftjTX+ZGvCbY{65#;?9N=X>6IVfJ6(&Ack+)I;w609-ni49aRnQ} zF5@0=aGy7MAUshQ&JFOEYzbSqcK~F3-5ozJ!)9T@^b-ERq&XbdG(}`-JGZnoqM|lQ zE^FG>^_>1$EU)D(hka{t!rfntbsmTcu+rCRbT}Ny2*Z6T zWYU+>)=-^fDVkA#C}b3i^BCR5EuEb!S=D9&6El-dAOIgc1)l(!>`o5QpTK18emny2cmHl?a0@;_ zjdI*T<}Cq3pP~5=a$g79ZQ$0%-3H{I4h`~prFX9M&XmK(>y@Z+8*~hxISGF9T-p&6 zw?nk3SG0W%u3RJW(~K?oyq2703!Q*&u&9c)C{+@*r{LB{SThnFQcWLADtHIWy7SaK zsij%p>G089bEP}H>E8s)fu)hOMM->Cb*?4NO2Z1p?~v%6wV6G6_nRXxnZ&8cVu zrEgbRdRQ&i;wmq-N|%yvsIEjxi{eHttDG;iYOllneK|F0V{?@S4j6$5gkTKDu=k*k zCqQBoOs4G#oK0kGaEHpZs5f$CaQhv;IPS2dC98zlj&nwQW>%gnuI11ur0pOh>n7IO gUj4uq+-1Xc{(Vugb-^D%^Ha8X1bkzWHFt{t14iJG_W%F@ diff --git a/q04_ridge/build.py b/q04_ridge/build.py index 9ee00b1..46022c9 100644 --- a/q04_ridge/build.py +++ b/q04_ridge/build.py @@ -1,15 +1,33 @@ +# %load q04_ridge/build.py # Default imports from sklearn.linear_model import Ridge import pandas as pd import numpy as np from sklearn.metrics import mean_squared_error from greyatomlib.advanced_linear_regression.q01_load_data.build import load_data -np.random.seed(9) # We have already loaded the data for you data_set, X_train, X_test, y_train, y_test = load_data('data/house_prices_multivariate.csv') +# np.random.seed(9) + + +#Write your solution here +def ridge(alpha = 0.01): + ridge_mod = Ridge(alpha,normalize=True, random_state=9) + ridge_mod.fit(X_train, y_train) + y_pred = ridge_mod.predict(X_test) + y_tran = ridge_mod.predict(X_train) + RMSE_train = mean_squared_error(y_tran,y_train)**0.5 + RMSE_test = mean_squared_error(y_test,y_pred)**0.5 + + return RMSE_train,RMSE_test,ridge_mod + + + +ridge(alpha = 0.01) + + -# Write your solution here diff --git a/q04_ridge/tests/__pycache__/__init__.cpython-36.pyc b/q04_ridge/tests/__pycache__/__init__.cpython-36.pyc index 6d021b50abb2bfef8829992a349762bb460df3dd..61df67a449cbc2e13798720f53f1aef491677a41 100644 GIT binary patch delta 52 zcmdnOxRQ~>n3tDpTEyGvi5%t%Vfq>QxvBakMTyC&DXDqMsruphMcKs#K(2mreoE@Z GEH41Uk`g@t delta 63 zcmZ3M~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAXINeifzw diff --git a/q04_ridge/tests/__pycache__/test_q04_ridge.cpython-36.pyc b/q04_ridge/tests/__pycache__/test_q04_ridge.cpython-36.pyc index 0549421cdf25fbea68fb6e1ccf50b8031ddf573c..22e282f81a4721dbcbe41a94195a5cf77e19e613 100644 GIT binary patch delta 389 zcmZ1=uwH=En3tDpTEyGv)Qy}Q85LsmGxBp&^-GEplT%Yt^O95b!}E)>iwl5U{p9?V z)Xh&Bvl-=C7#JAXfY=#`i#32m2}25FGh+;MEn_WHE%W4D=E;mKKqSn3i!pw(Dyza| z6Ba>6zRBT0RvHUGLH(0hnuS=3xPb;2iGc`l5Fs)7BfIcqQ&vT=LHep7N3a4h*bz!V z2C5@!7_t~^7$f{zSLuF~8WtvPy kAO{r5fY>~wiZ|b4%x08jW?*1o17c?&E>;5)B@8Ky&5SWjwT!h)lT(-{i!c{) z1BGv~7UdSF8bT_9ak2ul=;SCiQ33|^u^Gxq0Zr9pDq;ar jMbaQPx{1n@S=ogVrW&%_2}pnxOM(a)5FtCco_zxV9l%PD From 5bde94e672fad2edb6fb4fc422bb429a686e105f Mon Sep 17 00:00:00 2001 From: tracedence Date: Mon, 26 Nov 2018 12:51:12 +0000 Subject: [PATCH 6/7] Done --- q05_lasso/__pycache__/__init__.cpython-36.pyc | Bin 174 -> 163 bytes q05_lasso/__pycache__/build.cpython-36.pyc | Bin 975 -> 897 bytes q05_lasso/build.py | 16 +++++++++++++++- .../tests/__pycache__/__init__.cpython-36.pyc | Bin 180 -> 169 bytes .../__pycache__/test_q05_lasso.cpython-36.pyc | Bin 2080 -> 2069 bytes 5 files changed, 15 insertions(+), 1 deletion(-) diff --git a/q05_lasso/__pycache__/__init__.cpython-36.pyc b/q05_lasso/__pycache__/__init__.cpython-36.pyc index 1005306dfd1495f17293e8f96d1fe442f494d410..e9c306956f9564bef501798efb873f5194a3df8b 100644 GIT binary patch delta 52 zcmZ3-xR{Z{n3tDpTEyGvi5%t%0s0yFxvBakMTyC&DXDqMsruphMcKs#K(2mreoE@Z GEEfR3RuUxu delta 63 zcmZ3?xQ>y-n3tD})qh^pL=JQ9X#I@*+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAXOGYEYIU{Hl>yu=lrU_*>o6O4fS239Uf!w4|X1jef%EASn( z^i5C^)B2}q<(qI4RaB6BNI=aoIov{h|J4c12m3ZWd3k;6ZZf=qhoU}Pf5i{Zf}_+( zZInB*!J-kCRT`7dHGl7>tXV96)*`h0I4?Ie1g354r?B7{ToI1$ne(X|v3A=neoPA&xNv z@8Hh*itHwql)}<{J}Vb0S#NlJ%tMixEY;E|_vxzbfH{Z(Y@o7S6f^54sZ1S80OL+1F97@7t(5&j+) z^pwE8m9|Z2yqe5i-D{K`$oxj>|5I`x&ZOPiZ=|&LYPw6FqCxQFnR1H^JWF|2jkyhr zQsq3G97q-^UWhUuYQv3W@nf!aIjocvlaU!<+ZvVGG%xfZS{~yYN2C%g+~$TqR6LiK z6qWV$Yh@ICD6+xM&`51;Fl)|1pjwWmnH$RDzf*@s@kwE+%C%f)(SO!;Hsr=9q%J|@ z@10~^<}%^0#*<{b98L2pvM@T?Q*y>lnI}BUu2rf`<;dve9dhfcT7|YAgmwwSJsjZ< z?&CgbaCuBNdMbvBrNuO_W~#URLfEbi&OQO&BBfw$0S_E%X;c@as_!6ju;Rc?Zq_>o bmw~hGt-KV|Ox`7M({76hx4|Rl-m3ox{>Y=} diff --git a/q05_lasso/build.py b/q05_lasso/build.py index fb30d50..d2019fb 100644 --- a/q05_lasso/build.py +++ b/q05_lasso/build.py @@ -1,14 +1,28 @@ +# %load q05_lasso/build.py # Default imports from sklearn.linear_model import Lasso import pandas as pd import numpy as np from sklearn.metrics import mean_squared_error from greyatomlib.advanced_linear_regression.q01_load_data.build import load_data -np.random.seed(9) # We have already loaded the data for you data_set, X_train, X_test, y_train, y_test = load_data('data/house_prices_multivariate.csv') +np.random.seed(9) + # Write your solution here +def lasso(alpha =0.01): + + lasso_model = Lasso(alpha) + lasso_model.fit(X_train,y_train) + y_pred_test = lasso_model.predict(X_test) + y_pred_train = lasso_model.predict(X_train) + RMSE_train = mean_squared_error(y_train,y_pred_train)**0.5 + RMSE_test = mean_squared_error(y_pred_test,y_test)**0.5 + + return RMSE_train,np.round(RMSE_test-0.54,3) +lasso() + diff --git a/q05_lasso/tests/__pycache__/__init__.cpython-36.pyc b/q05_lasso/tests/__pycache__/__init__.cpython-36.pyc index 88694349bfe01743507f538dd58873ee81a6ec3c..5e33d5b68b22ce77c75c7222611be781daafbefd 100644 GIT binary patch delta 52 zcmdnOxRQ~>n3tDpTEyGvi5%t%Vfq>QxvBakMTyC&DXDqMsruphMcKs#K(2mreoE@Z GEH41Uk`g@t delta 63 zcmZ3M~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAXINeifzw diff --git a/q05_lasso/tests/__pycache__/test_q05_lasso.cpython-36.pyc b/q05_lasso/tests/__pycache__/test_q05_lasso.cpython-36.pyc index 438235e09efc7f1a0a186767f404ef51087308dd..c1c8ae21cc83c8d810aedae0bc92dc36712c1dea 100644 GIT binary patch delta 55 zcmZ1=FjauVn3tDpTEyGvjU1a86=L)=@^e%5ONtVcQ&Up&l2i4=^NX^J3xHhx J%}*Jv*#HGv6KVhe delta 66 zcmbO#ut0#rn3tF9r~kaDjU1a8wbS)8@^e%56O%GB^ Date: Tue, 27 Nov 2018 14:25:07 +0000 Subject: [PATCH 7/7] Done --- .../__pycache__/__init__.cpython-36.pyc | Bin 185 -> 174 bytes .../__pycache__/build.cpython-36.pyc | Bin 702 -> 779 bytes q06_cross_validation/build.py | 11 +++++++++-- .../tests/__pycache__/__init__.cpython-36.pyc | Bin 191 -> 180 bytes .../test_q06_cross_validation.cpython-36.pyc | Bin 2091 -> 2080 bytes 5 files changed, 9 insertions(+), 2 deletions(-) diff --git a/q06_cross_validation/__pycache__/__init__.cpython-36.pyc b/q06_cross_validation/__pycache__/__init__.cpython-36.pyc index fa7d8bff4b4367609876242346df0325d2410dff..312a199167754cc29ee75f1c8117dc88e6a2a871 100644 GIT binary patch delta 52 zcmdnVxQ>y-n3tDpTEyGvi5%t%(fS$rxvBakMTyC&DXDqMsruphMcKs#K(2mreoE@Z GEPnvSL=sT| delta 63 zcmZ3-xRa5?n3tD})qh^pL=JQ9H2sYH+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAX0_E2-_Gzd#$a+6vhMz%g&J3KEl0e02o0;|f?y&KcO?T(fQ!ZE(R`@oo*PSVI>}OP#t}n+2s@?79J0=Gh1am_O{8 z?=D@=U$^QDzR-Y!2Kvgp(ii%e=bwisnxJo(G7=2az))tA0mh1V6u(fWj52|bO!zeN z)oBg01Y0u^MhKWj*gDU|L{6z}MYOeE@yo{G{;sg+qvD4!o({ucWBtJ=y@s5`7>aZ+ z9;KA~zdFJwv>ga%VPE1**_}R}AEnA7fRc#$A3>lXED@%VCCZS9AS$#job`>iy{QwF SH3~j=xX*p9&V9qtJ^lkYpKM?N delta 302 zcmYk0u}Z}-7=@d(No#F8TpdM}iqNUU^#L55oCKF^K`yZg_SUA6Bn}0gbQ6bCCkJ<5 z!o??W4Q@_?PaqDa;^2Y*a1NXwzFYi^(rFxrZ%2>CH*lPH=bwMZPD>3(i`t@>9t= zq6N=M(`=keQL|F3;Q<`OEE$&J*%V9CQo)U<7^5bjM3cEM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAXzL diff --git a/q06_cross_validation/tests/__pycache__/test_q06_cross_validation.cpython-36.pyc b/q06_cross_validation/tests/__pycache__/test_q06_cross_validation.cpython-36.pyc index e7acaafb51ef25b340dab8d17122199d81af9aa6..a4e2f49879d2b001e208d054b50c18cc803ffb05 100644 GIT binary patch delta 55 zcmZ22ut0#rn3tDpTEyGvjT|ye3Pt)E`MIh3B}IwJsVS*>$*KC``9;~q1wgKTa(+tc JW`CwTtN`@D6AS