From 271591dc2e988acd537b4b0838515055c668dbea Mon Sep 17 00:00:00 2001
From: AdityaMV1215 <aditya.vadhavkar12@gmail.com>
Date: Mon, 21 May 2018 18:10:04 +0000
Subject: [PATCH 1/6] Done

---
 __pycache__/__init__.cpython-36.pyc           | Bin 144 -> 144 bytes
 .../__pycache__/__init__.cpython-36.pyc       | Bin 158 -> 158 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 1177 -> 1194 bytes
 q01_myXGBoost/build.py                        |  11 +++++++++--
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 164 -> 164 bytes
 .../test_q01_myXGBoost.cpython-36.pyc         | Bin 2735 -> 2735 bytes
 6 files changed, 9 insertions(+), 2 deletions(-)

diff --git a/__pycache__/__init__.cpython-36.pyc b/__pycache__/__init__.cpython-36.pyc
index 51086b4da1a1e386d393f955d9262c7aa7d047a0..9f5777909bea2025af2c3dc1bcdc32066b12c565 100644
GIT binary patch
delta 47
zcmbQhIDwJFn3tF95;Jr3L=HP?$CS*H%0%BVLnA{|{qX#v?BasN<W&9S{FKy*iTVI9
C7Y;Z8

delta 47
zcmbQhIDwJFn3tEUAignbB8Q!HdQoa+Vo83kzDs^`X>Mv>NwI!FQGQlxa!K*TM125R
C91sBj

diff --git a/q01_myXGBoost/__pycache__/__init__.cpython-36.pyc b/q01_myXGBoost/__pycache__/__init__.cpython-36.pyc
index 05966aeff638282478e662988295264bb7158172..927a9d7b62160a2945e8106ebb9a16a7c7384774 100644
GIT binary patch
delta 47
zcmbQoIFFITn3tF95;Jr3L=HP?$CS*H%0%BVLnA{|{qX#v?BasN<W&9S{FKy*iM9YV
CEe>J;

delta 47
zcmbQoIFFITn3tEUAignbB8Q!HdQoa+Vo83kzDs^`X>Mv>NwI!FQGQlxa!K*TL|Xt}
CG7u{O

diff --git a/q01_myXGBoost/__pycache__/build.cpython-36.pyc b/q01_myXGBoost/__pycache__/build.cpython-36.pyc
index 73181f184abb3f5692edf7e5c0ad410987ccc57f..03297ff2f8ba0613895c5b0bfb8f20978327f3a8 100644
GIT binary patch
delta 504
zcmYjMyKWOv5WREn?%MlEcqD;1F9}S+R+fVhO@yFB3Q+LYB4llL#*UMiweDRWk*-Ct
zq(Mp%x#AO`K;jShj%}%ss3>V*)<Pn4HD}HgXU;tz{m*{;+T2_ah3feuM~Ls@RQb$r
zahsnf?FUP%N3t(lB8e#23lR{GB(9x&c(zFjeOx|<WC7Q)g)8qNS)?Ueq<K0+XXzX*
z(0Po?MhPGg9*TJ5>#ucq7enP3BFq~9EF+#S_jYZ$#ZU<ASl4<8$7<5F%{{Qf%2I-0
zE+;;tvQWY#C>*P7P|8VYL+ke?o5=gIN_;ZKaFiCgu7Yu@(@}4rhnUFhb=+_@=M~BH
zi@e*rSTlFKpC4f5?Y~L&z*L^0RA;+YxWh+!Gqp*)!`@gERw~W1PeNZ}-S0b{-F!ry
z+c+!^(|b?4o89Z3r@7uY<20jAmLpAHs2f-7cmn1j0uKUyy3PBKKV13>vlw((j|<ap
z$~<0Xs#`Uz)Ue7>h5r+DEA@7;GrLf^V?BIX%)W98F4v0Y)+onU2Xqs7GaFOuthp+X
GLGv&6>w0+r

delta 471
zcmYjNJxc>Y6x_G>k;`3#fFEc~M2HFjA&7;AA{HWwBBG646VBUBG<u%wULwK<i)f*s
zAXiygYb$7N>rc4W%D-Tv?}DHYX5O$nJG*b6viI5YY+s)}|MK9@>x6uee`TRwLdf^K
z^7dfilGf=6adX^mIt&<GQZ{;by_;u6Hq1sY!0l(SLn@``0Vu(_pZQJ7VK))$Y0@T=
z%80zuo1~8F7Jx*cbY&<LGwF@qv6R)MiYVHpKu~L)EV8bk3mrQ$l&!Qb?KsL&**eAh
zv`qn+TG0~w#1mdnYls7uj8ngzWZGQpg_2jy#Fjj&_4cK}IY|<~(v89pD%V(F36EG}
z9-exlAzh;(YkoT((}rd(&-Yux^UofMD5LdjwYnb$yxI`_%!|UHx*YngfFDP)x+TIU
z_ahnaX>-$g^b*h^2YG}EHrP~5;@amomY70S0pX-=Ab!*2+9*m<OsSO87*gW=O*7Lw
b+<U@5nn+#NLJ+dn5noLIKo;UFy$Hq+Yfo>T

diff --git a/q01_myXGBoost/build.py b/q01_myXGBoost/build.py
index db3654a..acca60e 100644
--- a/q01_myXGBoost/build.py
+++ b/q01_myXGBoost/build.py
@@ -17,7 +17,14 @@
                "colsample_bytree": [0.6, .7, .8, .9, 1]
                }
 
-
+xgb = XGBClassifier(seed=9)
 # Write your solution here :
+def myXGBoost(X_train,X_test,y_train,y_test,model,param_grid,Kfold=3,**kwargs):
+    search = GridSearchCV(estimator=model,param_grid=param_grid,cv=Kfold)
+    search.fit(X_train,y_train)
+    best_params = search.best_params_
+    y_pred = search.predict(X_test)
+    acc = accuracy_score(y_test,y_pred)
+    return acc, best_params
 
-
+#print(myXGBoost(X_train,X_test,y_train,y_test,xgb,param_grid1,3))
diff --git a/q01_myXGBoost/tests/__pycache__/__init__.cpython-36.pyc b/q01_myXGBoost/tests/__pycache__/__init__.cpython-36.pyc
index 8dfa19746ecb1c2e54b3d4e38d3120d3c14b1bbf..37ea3ed76eb3ade1ac3eef3f39be4b843ffb877b 100644
GIT binary patch
delta 47
zcmZ3&xP+0zn3tF95;Jr3L=HP?$CS*H%0%BVLnA{|{qX#v?BasN<W&9S{FKy*iOv8v
CTMl#p

delta 47
zcmZ3&xP+0zn3tF9n&Z5vi5zy)=|!oPi6!~D`Y!p&rManjCB^yyMfq8&$tA@T6P*EX
CLJ*<=

diff --git a/q01_myXGBoost/tests/__pycache__/test_q01_myXGBoost.cpython-36.pyc b/q01_myXGBoost/tests/__pycache__/test_q01_myXGBoost.cpython-36.pyc
index c955d7698a30194533d9b9a8226e098f1b275830..693d60f8243c75de026e2dd91073069f1baef372 100644
GIT binary patch
delta 429
zcmZ24x?YsSn3tF95;Jr3Mvh&KJW-q_sl_Gn#hF#9QIpRx&K3}6U|=W`0TF^ALTGX&
z(+Nht$xh6n>e4`gU(xy*`MIh3jwzWXm5IJ#hDL^_`r-LS*~JBk$*KCu`6;QB_c8Bg
z<eFT?;%LML)S<~-#0)Zt6-0=G1el5>L2M}y0WuRp$N*Wl#3n1SicMx_y(<7#f+Rcn
z1M3Aw`N;>_#Ko0>Dm57)h9IkW&vt@QW%3So8BEPj*ozpsCx>%*X(@oL5lpQpNKGzD
zO^HuTPA)A<Os>Rc-f4~kV_Bf`A~_JD3?kG(geHj40TBq>!7Pv$io_=8aY}NF0hurV
n13{6&<Vl<bj8T)BxjZ!$Knheqga(Mv1`!~Y7zRx)<+1_*UZ`8w

delta 429
zcmZ24x?YsSn3tF9n&Z5vjU2led2Vr*q!yRN7iU(b-kN-lakhXc0|P^m7>E!C5h9Z-
znNBbYOm<=pRhI<{{EF7k$j?pHPcKTXOf1RI)pyBHF3nBND=F3wD9X=DO)e>(ypMS|
zBhTb27Dpo<pbkyuB4&_DtRO-XB*0W84PwiH2#}c&LJr8fB{o@sRctad>s<k`5+vEl
zA6PFiDo#GgCN8c5RH?}bF$7t~d$tpdYLj=c%V27L!d}G4J2{-gOG^o4jbLg;0nn+b
zDe;NP$)!b!$(7j5JIzsGEDv&@0*Fur5gH&u8${@V2!!om7RU=l5|i^dCAlSl%$NUx
mpvY+QB+dfHTa%f&JT*a<7pZ{=EfAp#B0wrJ44PcZWd#6?USIbB


From 38ba565ba3c95b38d958ca6f4b3f5f0cc1030867 Mon Sep 17 00:00:00 2001
From: AdityaMV1215 <aditya.vadhavkar12@gmail.com>
Date: Mon, 21 May 2018 18:37:37 +0000
Subject: [PATCH 2/6] Done

---
 q01_myXGBoost/build.py                        |   5 ++++-
 .../__pycache__/__init__.cpython-36.pyc       | Bin 155 -> 155 bytes
 q02_param2/__pycache__/build.cpython-36.pyc   | Bin 1022 -> 1102 bytes
 q02_param2/build.py                           |   8 +++++++-
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 161 -> 161 bytes
 .../test_q02_param2.cpython-36.pyc            | Bin 2656 -> 2656 bytes
 6 files changed, 11 insertions(+), 2 deletions(-)

diff --git a/q01_myXGBoost/build.py b/q01_myXGBoost/build.py
index acca60e..f118e71 100644
--- a/q01_myXGBoost/build.py
+++ b/q01_myXGBoost/build.py
@@ -20,7 +20,10 @@
 xgb = XGBClassifier(seed=9)
 # Write your solution here :
 def myXGBoost(X_train,X_test,y_train,y_test,model,param_grid,Kfold=3,**kwargs):
-    search = GridSearchCV(estimator=model,param_grid=param_grid,cv=Kfold)
+    if kwargs is not None:
+        new_model = model(kwargs)
+
+    search = GridSearchCV(estimator=new_model,param_grid=param_grid,cv=Kfold)
     search.fit(X_train,y_train)
     best_params = search.best_params_
     y_pred = search.predict(X_test)
diff --git a/q02_param2/__pycache__/__init__.cpython-36.pyc b/q02_param2/__pycache__/__init__.cpython-36.pyc
index 65aae629977d738c335b16bfada05344098ff822..38f6026f3b583288a3fc73ae61cc4d1ccdb4436a 100644
GIT binary patch
delta 47
zcmbQuIGd5fn3tF95;Jr3L=HP?$CS*H%0%BVLnA{|{qX#v?BasN<W&9S{FKy*iB<qJ
C77kee

delta 47
zcmbQuIGd5fn3tEUAignbB8Q!HdQoa+Vo83kzDs^`X>Mv>NwI!FQGQlxa!K*TL@NMY
C8xSG@

diff --git a/q02_param2/__pycache__/build.cpython-36.pyc b/q02_param2/__pycache__/build.cpython-36.pyc
index 265965e12e937cfac5f497c06606a19f52b94855..e3e654d0aae30117feefd0f364659b2ddff037d3 100644
GIT binary patch
delta 473
zcmYk1O-lkn7{}*jUDubwO3jz*5(IWJi*Auc)Tx(4P+)<qJL6_5D>Ft3V_ouCAfAf8
zKwqKH5M7JC27!G957o>T<R9iY|6ykS&+~lwUyRwMk&)o*7(V*M0K9`C`K4czi$8T|
zw_=G7Dx)MQglOP2NHD=2M3UXh?F7ZdAh8=*7$<Quc?}8^1n+}Ps{1y$%0O4+loCt-
z%MHj~<!-3l1qlKPl4%<8J!oyc2?P*OAc2J@d}Uqex9}LX{cS_|g;7Q_SKqbo@09v^
zyX@&B-$yd3uSsMyH^9$I+^jch)Qv<er}pcMrB;*C-X@xZfnE*G?*$tsGwVg0Rfwxs
z&rN1?7n_z<2$d*r7QI{k2v}OC4mPtVPMv1gNu}8`cMfukx#jGk!>YVtS~P1pg!Z0M
zF6~VTM_~%GY1PrU6q`|PMSF34TbYoSMHONSaS1o{-^ZehFYJ={)hj!MDfQG?sXOGX
cMpxCiJRuQ=VQ9cG4x%_5hY1vs#Ut|c1L4bd4gdfE

delta 404
zcmX@d@sC~En3tDp^|tv@dCUw9j~S2vJCN-F#KjvXD!Yk_w=$(MNisxnr*dX-r7)*3
zw=$(jOsw<aOA$>GYhj2IN?{IW(3G6`=vRF*8`KmK%>%^FAX8+3L<vI;Lk(jMQw?(s
zOATuZV+s?{B$gD`UM`?sHox>VFnDI4K5HfjytIGG1l0AC1xRSJ+!9F6&nZsKEyziY
zPpT{_N=?1RSzMX~5xK>gn^+N_l3GxbF}a*ciji&dBql90?t;Xk#N7DwqRbSdl?+7^
zKy!Y%>SyHVrs}5`rB)`E<mc+U<R_QrrskCt>jxC&XQd{W6i?=6Hk1U}$-v0RSR@6c
zU;YPzB55E?Q+RSXb6=DYkXa-QB1AxhD2NaT5g^rIdyoi8px7-Ao80`A(wtN~kdKPR
bfCLXC4<iR74>K2&7^4uQ1d{;JHUU-ui1%Sz

diff --git a/q02_param2/build.py b/q02_param2/build.py
index 8391570..0b5fdeb 100644
--- a/q02_param2/build.py
+++ b/q02_param2/build.py
@@ -16,5 +16,11 @@
                "reg_lambda": [0.05, 0.1, 0.5, 1.0]
                }
 
-
+xgb = XGBClassifier(seed=9)
 # Write your solution here :
+def param2(X_train,X_test,y_train,y_test,model,param_grid):
+    kwargs = {'subsample': 0.8, 'colsample_bytree': 0.7, 'max_depth': 2, 'min_child_weight': 4}
+    acc, best_params = myXGBoost(X_train,X_test,y_train,y_test,model,param_grid,**kwargs)
+    return acc, best_params
+
+#param2(X_train,X_test,y_train,y_test,xgb,param_grid2)
diff --git a/q02_param2/tests/__pycache__/__init__.cpython-36.pyc b/q02_param2/tests/__pycache__/__init__.cpython-36.pyc
index 19bc1aa1a7680a4fc71977f36c81c3d7edae42d8..e42bcb85615baca70bfec968900b879f5054e434 100644
GIT binary patch
delta 47
zcmZ3;xR8;<n3tF95;Jr3L=HP?$CS*H%0%BVLnA{|{qX#v?BasN<W&9S{FKy*i4FiY
CL=I~J

delta 47
zcmZ3;xR8;<n3tF9n&Z5vi5zy)=|!oPi6!~D`Y!p&rManjCB^yyMfq8&$tA@T6CD6<
CD-f9g

diff --git a/q02_param2/tests/__pycache__/test_q02_param2.cpython-36.pyc b/q02_param2/tests/__pycache__/test_q02_param2.cpython-36.pyc
index 18c07a7c55981352e92b1cb04328acd110bfe817..8cb63620bdb5455fb590ba81fa73252b9ab073c1 100644
GIT binary patch
delta 390
zcmaDL@<4>cn3tF95;Jr3Mvmo-JW-q_sl_Gn#hF#9QImHwPU7ZfU|=ZX0TEoABbcNa
z)kT2pU!nRL`MIh3jwzWXm5IJ#hDL^_`r-LS*~JBk$*KCu`6;QBXEFbf5df;yWGWH@
zX%_|&Ak7d$bn-fu4+3Br6hYRrjFOXU*d%0RKzbP=dXZEBMQ@2te#j;|`6%0JM!Cs_
z>@t|9%w^xDB?VF`m|9Vgnp~2a5}%lyTw0WvT#3cV$&DPj#$q6sNq`7h5TO7fltF|#
zh(I_1%n}8O@l96bl;q|EGGG1&f+Fq7uABvoQIofEdTN3!FOmZhN+3cFM1WLc7&KXf
G%K`weQB&do

delta 390
zcmaDL@<4>cn3tF9n&Z5vjU3Avd2Vr*q!yRN7iU(b-kQ9daS}H#0|P@5ABf=D9Kj^b
zs4fO%{|eR5$j?pHPcKTXOf1RI)pyBHF3nBND=F3wD9X=DO)e>(Jd62<j1W+*CR33J
zNV_PA0BMF0;*;00d=LQ3pa`;_Wt5&=!zLjk2hz(3(Tk)4D0)kD@<TS!$w%2%Gb&6j
zWS7A-WiI<JEg6tX!PJTZplec7;uDjTON$bdE3p_kxsfB+SOVlSDG(tKB9uUcDu~bo
z5eNr>S>hlufys)TlH3A7=F9&;P^3HAm9v2H*5qxRo|+)bixfbF3W(4E5g?Tq22IxB
GvH$>JjaT>p


From 191c7a389f93d832f01b313c620ef7e4a671c914 Mon Sep 17 00:00:00 2001
From: AdityaMV1215 <aditya.vadhavkar12@gmail.com>
Date: Mon, 21 May 2018 18:38:51 +0000
Subject: [PATCH 3/6] Done

---
 .../__pycache__/build.cpython-36.pyc          | Bin 1194 -> 1192 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/q01_myXGBoost/__pycache__/build.cpython-36.pyc b/q01_myXGBoost/__pycache__/build.cpython-36.pyc
index 03297ff2f8ba0613895c5b0bfb8f20978327f3a8..2305bd42e1b94aa221740b6685c56d1fac85d70b 100644
GIT binary patch
delta 195
zcmZ3*xq?&Kn3tF9kRWsPbQT7N#|%h-1ITs&;^He4l`n7RV>Drm<OOnBf!G@)>;oif
z*i#s?Ig12pSZdgt8EZL87-~3bSZml)7<-v(Icqqx7;6}6n3|aw8Gvl2S}q{TT*C-d
z$z8%y!(7AN%v8%$!&AdGxtqzCk$3V<CR^?(&b-v}_}u)I)SSs;%*|W^Kx-HnIT$&Z
ZCeLS9WE7ozka_OpR2F4MnaQ0j@&Kj@De?dS

delta 198
zcmZ3%xr$TSn3tD}hnqP%goT0OF#{6d1hO4~xcJRP<;xPOqNyUOe5w4Y0;z(j!l^<j
zJk9LQjEoE$znL(4@&J{w0<kwpxebsgVW?rLVXa|HVeDnD<*4DvVyt1PVQOY#WB{_6
zYB_-<a}8rNV=Y$+OAT`kS2I&BcMW$9=j3K4Uq+tE7ny7)OENdJfy`xKoV<)#kx^{&
d3Ff)%w^$2`GV@9%r?MzB%1!QMk!RxK00700DhmJr


From e40ca3547b3099095c97ee08e23ea4185b5bd216 Mon Sep 17 00:00:00 2001
From: AdityaMV1215 <aditya.vadhavkar12@gmail.com>
Date: Mon, 21 May 2018 18:55:31 +0000
Subject: [PATCH 4/6] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 156 -> 156 bytes
 q03_xgboost/__pycache__/build.cpython-36.pyc  | Bin 821 -> 818 bytes
 q03_xgboost/build.py                          |  13 ++++++++++++-
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 162 -> 162 bytes
 .../test_q03_xgboost.cpython-36.pyc           | Bin 2035 -> 2035 bytes
 5 files changed, 12 insertions(+), 1 deletion(-)

diff --git a/q03_xgboost/__pycache__/__init__.cpython-36.pyc b/q03_xgboost/__pycache__/__init__.cpython-36.pyc
index 2e9c375917268df76790210654092dad836867d5..a7b602f34e936feb0fe718ef46a84c14dce080a9 100644
GIT binary patch
delta 47
zcmbQkIERtLn3tF95;Jr3L=HP?$CS*H%0%BVLnA{|{qX#v?BasN<W&9S{FKy*iPiu!
Ca}Hbp

delta 47
zcmbQkIERtLn3tEUAignbB8Q!HdQoa+Vo83kzDs^`X>Mv>NwI!FQGQlxa!K*TL~8(D
Ccn~E3

diff --git a/q03_xgboost/__pycache__/build.cpython-36.pyc b/q03_xgboost/__pycache__/build.cpython-36.pyc
index 4c997b3e41e6803516056bbf324daf199f5490c0..45265b7a334d512687241b0a5b5d55d865987546 100644
GIT binary patch
delta 318
zcmXAize>bF5XN_Q^Y22gIWU*T&L#+koCqq1U~`RVBWNLbgk(?SUCgmrk%J8uX{>DW
z1eTTxK7g;WZ*Z?*qZ1wYK4ymbe)DO4Snh7W?{50+>Y2T}JMh#agfP?zsyakdMr~%G
z%#4nSBr~GS7pN^|-GL&CHWUc<R6zr^Etz7<ZfNZ&=bVJ>Y&}AP_U@;=l6jHHQdFTK
zI=*JJTxxqMc$TM97`O_1+HSufoY?cnMBG%dHj6Uj3vI2Y-JNDhn!XXSfw$k2=(a3)
zbe!dKm7HG0qj)d6EXBN9CMl0n%(dI}ATYoI7d(^;Vu-=@50(g8MYmwszS8Uc4)@3W
fHy=msjPdisf*(<wssWmZ5C=TwQXd8o7>@S~Y|%~(

delta 317
zcmXAjF-yci5QTSkH=D5JKt$tVEkY0sA_#&U2x23MU}xbGlfCl}V~*Vo8rWcwTAQ?j
zwS|SkA^21B5Bv)@x;Y2l;|;@nybm^Ke7D!*^z-H73%~Pic<>NH#OlOK4XkODLW&=u
zatxL0#+kwh8Ttf(Y{mu|T;oM125P97riK|(<H|MeISR?CWR?;_OO+65=*W)VawYU|
z7RxwOEg4O8>&~P|CrR@LE_lrxwhrn2_-dzR<*>W7UYsO_jFa*e$rVfZIgYOLOhjWT
z%2?-Fbd)DWCT_Kg&SX9niB`=f-tTju;De7jaFBt0{Qk8g*P1)L0YUSOFZVj!g86T&
cT|e(2%hTdU46xnQk~Iqf4}8LL0L##)e<S}-mjD0&

diff --git a/q03_xgboost/build.py b/q03_xgboost/build.py
index 7905a04..5cf45b2 100644
--- a/q03_xgboost/build.py
+++ b/q03_xgboost/build.py
@@ -13,5 +13,16 @@
 
 
 # Write your solution here :
+def xgboost(X_train,X_test,y_train,y_test,**kwargs):
+    kwargs1 = kwargs
+    kwargs1['n_estimators'] = 50
+    model = XGBClassifier(**kwargs1)
+    model.fit(X_train,y_train)
+    y_pred = model.predict(X_test)
+    acc = accuracy_score(y_test,y_pred)
+    return acc
 
-
+'''print(xgboost(X_train,X_test,y_train,y_test,subsample=0.8,
+      colsample_bytree=0.7, max_depth=2,
+      min_child_weight=4, reg_alpha=0, reg_lambda=1.0,
+     gamma=0,n_estimators=100,learning_rate=0.1))'''
diff --git a/q03_xgboost/tests/__pycache__/__init__.cpython-36.pyc b/q03_xgboost/tests/__pycache__/__init__.cpython-36.pyc
index e887bf7d5cfd2342a08ae59c465d41f9e12b8b40..34b65b1baab0aac416e995b2708f94f9f94436b4 100644
GIT binary patch
delta 47
zcmZ3)xQLO%n3tF95;Jr3L=HP?$CS*H%0%BVLnA{|{qX#v?BasN<W&9S{FKy*iH-m@
Cp$={U

delta 47
zcmZ3)xQLO%n3tF9n&Z5vi5zy)=|!oPi6!~D`Y!p&rManjCB^yyMfq8&$tA@T6CD9=
Ch!C6r

diff --git a/q03_xgboost/tests/__pycache__/test_q03_xgboost.cpython-36.pyc b/q03_xgboost/tests/__pycache__/test_q03_xgboost.cpython-36.pyc
index 77271df011c0757bac5233b27f1984cc49fd51f0..9199ca158de702555c66b3b9092b016783cf9153 100644
GIT binary patch
delta 318
zcmey&|Cyh|n3tF95;Jr3Mvh=co+!?e)Z&u(;>@blsLAP!QH)WW4>58vGICBn%M_|E
z$iTqxD_lP#KQ~q1F(tF4GSN58(8$nKKRmxEySN}RIaNP7KP7dtC-Yw!UZ7e{rXqeI
zRU`l+K$;<h(BveRPXb^WWWf~H3PzF1cUir(#DPk038q#Qq$Zc7ro<;ECzlo_CRb`Q
zLX1P!6v&q6DGV}M6hugY2w4z;Py=QOfy8)#gcuMPa{vhrMh-R(Rt`3>=*#~=P^37S
cgFT5cYH~Kaxje`TMKT})qzl8i$p_hu0FNX^KmY&$

delta 318
zcmey&|Cyh|n3tF9n&Z5vjU2&@JhwPYQj1ICi!-ZIZ%s~TjAFdC`4A%)BO~|ZvrM7t
zA`A=+zryu1@^e%5(~D9o6HD@Q^<DClOLJ56N{aOZit@8klS_&xdour(5df;yWGWH@
zQbocb0;Cy2h)zyo`6K|AK^9D5tzZ<Ne3#WrOA4s;mSAc{0noJ6l=#Ht<kF(V<VsCO
zh;hi80@?CB#Xu%YfCyO-p#UNfYQQW}kQhIZ0I4nJ01_OG9Bdq{9Bg3Gm;ZsFNM$ky
cdlKWV$=U4Y@*pP^$%6=xE)3%)A7nQI0NWKw*#H0l


From b262efdc5deff1a6abc5bf17d9aee4a9d3cbd316 Mon Sep 17 00:00:00 2001
From: AdityaMV1215 <aditya.vadhavkar12@gmail.com>
Date: Mon, 21 May 2018 19:05:27 +0000
Subject: [PATCH 5/6] Done

---
 .../__pycache__/build.cpython-36.pyc          | Bin 1192 -> 1194 bytes
 q01_myXGBoost/build.py                        |   2 +-
 2 files changed, 1 insertion(+), 1 deletion(-)

diff --git a/q01_myXGBoost/__pycache__/build.cpython-36.pyc b/q01_myXGBoost/__pycache__/build.cpython-36.pyc
index 2305bd42e1b94aa221740b6685c56d1fac85d70b..577828a7f1436e7ae88a07c789ef40c7395f09c8 100644
GIT binary patch
delta 50
zcmZ3%xr&q1n3tDpqBwK(%#ECSOu~K)3=B2wDGb@1MM5<!X+U=0W)G$qMn<m9OPQG&
E0U<OCNdN!<

delta 48
zcmZ3*xq_3^n3tF9kRWsP^o^W)OoBcP3=B2wDGb@1MFKS}HSEosy_jMc896pDXJ%#u
E01=D|{Qv*}

diff --git a/q01_myXGBoost/build.py b/q01_myXGBoost/build.py
index f118e71..d2aa43e 100644
--- a/q01_myXGBoost/build.py
+++ b/q01_myXGBoost/build.py
@@ -21,7 +21,7 @@
 # Write your solution here :
 def myXGBoost(X_train,X_test,y_train,y_test,model,param_grid,Kfold=3,**kwargs):
     if kwargs is not None:
-        new_model = model(kwargs)
+        new_model = model(**kwargs)
 
     search = GridSearchCV(estimator=new_model,param_grid=param_grid,cv=Kfold)
     search.fit(X_train,y_train)

From 61ecf2bf10cde38516136ffa6f91718ffda6158a Mon Sep 17 00:00:00 2001
From: AdityaMV1215 <aditya.vadhavkar12@gmail.com>
Date: Mon, 21 May 2018 19:19:13 +0000
Subject: [PATCH 6/6] Done

---
 .../__pycache__/build.cpython-36.pyc          | Bin 1194 -> 1161 bytes
 q01_myXGBoost/build.py                        |   5 +----
 2 files changed, 1 insertion(+), 4 deletions(-)

diff --git a/q01_myXGBoost/__pycache__/build.cpython-36.pyc b/q01_myXGBoost/__pycache__/build.cpython-36.pyc
index 577828a7f1436e7ae88a07c789ef40c7395f09c8..f5b22d210353c444cc774823f4aa95f8f7e1c832 100644
GIT binary patch
delta 118
zcmZ3**~!Ui%*)H=C(Rrkx{*_n$&-hHfq@l>y@9yc21t}J)UedB*07~8_A=LU)No`m
z)-cpCH8U|X0NG5noIsMfhOwEkmaBxNhPj5TnW>h$hP#Gyax0TBBhTc^OtzDynVZ=_
N<}xsDUct=72mn4#7#RQn

delta 152
zcmeC=T*b+0%*)F)QJgt?=0;9Mrf6OU1_o9j_6Fi&KOj-Vp2CpLStL}$k_Ke=G1hXF
zFw}6=u-34pF!nOna@KHWG1f5DFf}tVG6303wOl}wxrVWsv6j1prG~kNyP2t$r-rA7
vYjQD@FC*{dgG{#EQJi_H<?*@sDXBS=|1mXl2>>l(VB}!rV%pr!%)|%)o<JfF

diff --git a/q01_myXGBoost/build.py b/q01_myXGBoost/build.py
index d2aa43e..acca60e 100644
--- a/q01_myXGBoost/build.py
+++ b/q01_myXGBoost/build.py
@@ -20,10 +20,7 @@
 xgb = XGBClassifier(seed=9)
 # Write your solution here :
 def myXGBoost(X_train,X_test,y_train,y_test,model,param_grid,Kfold=3,**kwargs):
-    if kwargs is not None:
-        new_model = model(**kwargs)
-
-    search = GridSearchCV(estimator=new_model,param_grid=param_grid,cv=Kfold)
+    search = GridSearchCV(estimator=model,param_grid=param_grid,cv=Kfold)
     search.fit(X_train,y_train)
     best_params = search.best_params_
     y_pred = search.predict(X_test)