From 4458eb920643506c669fafb51f23e938fdda02f1 Mon Sep 17 00:00:00 2001
From: EminentNeo <aniketjagtap18@gmail.com>
Date: Tue, 2 Oct 2018 12:13:27 +0000
Subject: [PATCH 1/3] Done

---
 __pycache__/__init__.cpython-36.pyc           | Bin 141 -> 158 bytes
 .../__pycache__/__init__.cpython-36.pyc       | Bin 155 -> 172 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 414 -> 377 bytes
 q01_load_data/build.py                        |  10 ++++++++--
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 161 -> 178 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 1525 -> 1542 bytes
 6 files changed, 8 insertions(+), 2 deletions(-)

diff --git a/__pycache__/__init__.cpython-36.pyc b/__pycache__/__init__.cpython-36.pyc
index b0c3719c2f46201b3baa3fcef746c16a601c9e9f..c60245e03815268a548ba8d0485568a1103716cd 100644
GIT binary patch
delta 52
zcmeBWoX5yv%*)Hw5WhKkB8Rzxw|+)`ZmPa(Zf0I;UWs37zJ7RqQFd`bVsff}a(+tc
HL_d1~r<4(N

delta 35
qcmbQo*vrUa%*)I5Qh!m@L=JO)EB%c8+*JMaqSVU7lKk9>@%8|=!V6dc

diff --git a/q01_load_data/__pycache__/__init__.cpython-36.pyc b/q01_load_data/__pycache__/__init__.cpython-36.pyc
index 4596200714efc1a2bd21ca0d0f36671155da8439..460193a7c9a785732976a14e757541b94e8e230b 100644
GIT binary patch
delta 52
zcmbQuxQ3C#n3tEUA%1i8L=JO>Nd1ib+*Ezn+|0bxyb{0EeEsnJqU_>=#N<@{<ouM>
HiGIESuOJbu

delta 35
qcmZ3(IGd5fn3tF9rT(I*i5%wq9{L&ixvBc;MX8mECHc7%<9z|UgbR=W

diff --git a/q01_load_data/__pycache__/build.cpython-36.pyc b/q01_load_data/__pycache__/build.cpython-36.pyc
index 98e98a79cdf9a026efe48fdde2a84d1da49836cc..dfcb024acb6ae6bf2c4e124e4587b9d92d9d155e 100644
GIT binary patch
literal 377
zcmYjMu};G<5Vf7ON+Xp4G4cZ$s6mV%goIeTAb}Ky;N}jRlElV#Dj}5#Rz8D)nQvjq
z%ET{Z;*z1_r1xy!v)?@*Pp9$s-Pi30W9)~pt$=pt1h-EF40y>>4kHL4eB-G=@ya-L
zuUInvr5kMC?Sb-2I^O`+{-9ERmb-P%dyz^ILc#^X?Gkym;u~@R@h)EYrgsYF9Y0BU
z8#pwHXoZ0^wx}TUYEdF}LZke$6>$H_Y(yU2wOr~7<z-dWG<1$y-e~*ijLK2w8c<eE
z>5H|ph4PqLe6Z+Tq3g_8y~5nfr^BPH)HGrUzi5gQX6Ct_Y<qoX*AwGA+{Uyf-1eVI
jf_7|F4a(UO9S3O$^^Ybbw9#p$p(*jKe>GS|A`bol=6GDu

literal 414
zcmYjNyG{c!5VU>A<?^CJd;`~TAS4<PLPE4@pmK9^vWDErj*aagB0)!+pFpDEm)uh2
z7gDiK5wX&Y*R$GLdoRZ0!T04C|0RSZ?1N!;i||KCK!7U3DKN-B31>hbNR@A}LMAhs
z4vf^1BkmCX1Syb?zGEk_HT$6Nw8L)5;b6_W3<~J2X;RUtoNVb;MPufr-6XqB52<1?
ze{y0LM@}rj=*9;T<YPs74$jyrkIVueI4PhBVya{;ywFxjK6KK{(6kGXZ^^}qFz0;`
zL7<<OKg12ue|ulgjh6MZlPeL7uJuxd_EoqR$23l&?tN<(jdiAzvrxaBoj1zhwB%Gz
zm#u<RyNdn2mVWOGBtj4AF?D0isw@^3-!Hr?@w(G?<NwhJ3$eV`29`?Rqy_l2%rg4}
DD5GeQ

diff --git a/q01_load_data/build.py b/q01_load_data/build.py
index 7cd3700..ac8b3ae 100644
--- a/q01_load_data/build.py
+++ b/q01_load_data/build.py
@@ -1,4 +1,10 @@
+# %load q01_load_data/build.py
 import pandas as pd
 
-# Write your code below
-    
+def load_data(path = 'data/student-mat.csv'):
+    df = pd.read_table(path,sep =';')
+    return df
+load_data()
+
+
+
diff --git a/q01_load_data/tests/__pycache__/__init__.cpython-36.pyc b/q01_load_data/tests/__pycache__/__init__.cpython-36.pyc
index d07fd2f92eb40b45050574e400ae0ba39249b5e5..d1ea6bb714a4c6719706a02f0fb82b75a36772ea 100644
GIT binary patch
delta 52
zcmZ3;xQUU&n3tEUDSmVGL=JO>c>Rq0+*Ezn+|0bxyb{0EeEsnJqU_>=#N<@{<ouM>
HiGINVva%7z

delta 35
qcmdnQxR8;<n3tF9rT(I*i5%wqe)<{txvBc;MX8mECHc7%<AVXcjti&&

diff --git a/q01_load_data/tests/__pycache__/test.cpython-36.pyc b/q01_load_data/tests/__pycache__/test.cpython-36.pyc
index 9aa6996833ac66f36d6c99e9f80a514b1a8a8440..e266803f72dbd9f2c477d1ea09ae16de339dbbe0 100644
GIT binary patch
delta 54
zcmey$-NwUV%*)Hw6u&uoBgacdg=qbZ{M=N1*WAp!)VvbE)O`K${G#mQg2d!h{p9?V
J)J;rZnF02)6HEXA

delta 38
tcmZqU`O3{<%*)FqWWFeBBgacdelPuu{M=Oi^rF<t#FG5n&4Nr{nE~C23}65N


From 7bb26325229511dcda57160be88114637f61ca67 Mon Sep 17 00:00:00 2001
From: EminentNeo <aniketjagtap18@gmail.com>
Date: Sun, 7 Oct 2018 03:28:39 +0000
Subject: [PATCH 2/3] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 156 -> 173 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 660 -> 661 bytes
 q02_data_split/build.py                       |  17 ++++++++++++++---
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 162 -> 179 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 3134 -> 3151 bytes
 5 files changed, 14 insertions(+), 3 deletions(-)

diff --git a/q02_data_split/__pycache__/__init__.cpython-36.pyc b/q02_data_split/__pycache__/__init__.cpython-36.pyc
index 5d17273741a726a430cdf3ccf2eb63426483d618..da60938aa472eaab55a38ab719e3163c48dbd861 100644
GIT binary patch
delta 52
zcmbQkxR#N_n3tEUA%1i8L=JO>DE*B5+*Ezn+|0bxyb{0EeEsnJqU_>=#N<@{<ouM>
HiGF?nuc{HS

delta 35
qcmZ3>IERtLn3tF9rT(I*i5%wqp86U2xvBc;MX8mECHc7%<NW};+Y6Kc

diff --git a/q02_data_split/__pycache__/build.cpython-36.pyc b/q02_data_split/__pycache__/build.cpython-36.pyc
index e6bd2ebf2f76eee17541ce631c667ecb332558ff..7dcdcfb6f543ebb094e8fa37d31c1ccd5693140a 100644
GIT binary patch
delta 388
zcmYk2ze)o^5XN`*&)r6n*oi)X#Wki#V<9St2o^yQ46LG@*;S)=x#RW(kv%M8X$pxJ
z`X-i^zQVOu;u}~wn<@kQ<74>to7sI4uj0JhYAu{rAIG0S$TyiQih3K5_0U8^LQ+rw
zUeko8O!1j!iBN$7&BvfZEp+fmlr++WWAvI3$n(*`gTRa(AGVHg<Qn5N)oem5aHv;E
zMN4qtsODNs*a@###Vb(-jydjx3oiH}iGrS@d)*)0ltiF-d^fb0?{B`owy@DCjV;gY
z@ZLmJab0A2&C1e7VLjc4wbd40`|EeEvea~T)8WXB%AUzO{j9jLc|0(kL8i_03HFvl
zzo|qJXoG|$C>Bvijp;AwUg6(T2YEcwv8`#YivSxlN8v}zq3xY=BhB<}VmAGU+9sk2
LO-z+khLZgQ?qF0_

delta 370
zcmYjLu};G<5cN56nxa&KN<f(yQ5mQZNGu4DDqul~iNQ-1uqj0`sqAzBg$X(`RDl5`
z7R0Bp@C(^cr;MyDaL$yo{Pf<P-}61QCw98gXv}<Wz4JF9WJ)SUk?-L(n+Spkh=>9X
zU^$Jba=24+CvrKHAl!T4o?yazAiOp?JL!7p>)L=Lgp^!aBN<afHl`PJiQGY@>y;gv
zKnf`pR5-$YbSK}7hqdDZS0nw`7h7Mu#VV>c&FhIYNzV*!Wgh78TEwbnk}#3QAC~sZ
zN8BAm@ws+TWNWZKKa1q|pmP~3+39O}6DG0hWIwQ+eZWeK;nY|ofdyzn3v?5C+s~#T
o_H%EDpM)l-L!s-~FNfMDR$vZg?r*DDj3T*X_bvki2*Ahl53YbzbN~PV

diff --git a/q02_data_split/build.py b/q02_data_split/build.py
index c2e7147..605a454 100644
--- a/q02_data_split/build.py
+++ b/q02_data_split/build.py
@@ -1,8 +1,19 @@
+# %load q02_data_split/build.py
 from greyatomlib.multivariate_regression_project.q01_load_data.build import load_data
-from sklearn.model_selection import train_test_split
+from sklearn.model_selection import train_test_split as tts
 import pandas as pd
 df = load_data('data/student-mat.csv')
 
-# Write your code below
-    
+def split_dataset(df):
+    X = df.drop('G3',axis = 1)
+    y = df['G3']
+    x_train,x_test,y_train,y_test = tts(X,y,test_size = 0.2)
+    return x_train, x_test, y_train, y_test
+
     
+split_dataset(df)    
+
+
+df
+
+
diff --git a/q02_data_split/tests/__pycache__/__init__.cpython-36.pyc b/q02_data_split/tests/__pycache__/__init__.cpython-36.pyc
index e780e63f202604d8b01427afe772dd73a1ea13a3..7e2aeb4d88d29dc5015366ad646e85ac00f00b09 100644
GIT binary patch
delta 52
zcmZ3)xS5f|n3tEUA%1i8L=JO>1pSQs+*Ezn+|0bxyb{0EeEsnJqU_>=#N<@{<ouM>
HiGCpfvgQ%U

delta 35
qcmdnYxQLO%n3tF9rT(I*i5%wq{`wjDxvBc;MX8mECHc7%<3j+w<qNC;

diff --git a/q02_data_split/tests/__pycache__/test.cpython-36.pyc b/q02_data_split/tests/__pycache__/test.cpython-36.pyc
index a1b3fc579e35798e380953fe62d7efac2225573f..4a0fee09f4d14adc49ed1f9bdb970fca1ea5a4b5 100644
GIT binary patch
delta 55
zcmdldabAMMn3tEUA%1i8Mh;~rg&6&e{M=N1*WAp!)VvbE)O`K${G#mQg2d!h{p9?V
K)Xi2*EL;HbkP-p_

delta 38
tcmX>vu}^}-n3tF9i20(ZjU38M{NDN*`MIh3=|!oPi6!~Do4uJ>xB%t73&{Wg


From e328265f4ca2ea45690910a50fa8711894aa24cc Mon Sep 17 00:00:00 2001
From: EminentNeo <aniketjagtap18@gmail.com>
Date: Sun, 7 Oct 2018 03:36:15 +0000
Subject: [PATCH 3/3] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 159 -> 176 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 924 -> 782 bytes
 q03_data_encoding/build.py                    |  12 ++++++++++--
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 165 -> 182 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 2197 -> 2214 bytes
 5 files changed, 10 insertions(+), 2 deletions(-)

diff --git a/q03_data_encoding/__pycache__/__init__.cpython-36.pyc b/q03_data_encoding/__pycache__/__init__.cpython-36.pyc
index 884722b9e5eb21d01be2d88d202ca11e74eb4609..6ceeb281246f01bd626869f2ce82fa7a6abe8ccf 100644
GIT binary patch
delta 52
zcmbQwxPg(wn3tEUA%1i8L=JO>SpAIr+*Ezn+|0bxyb{0EeEsnJqU_>=#N<@{<ouM>
HiGG0qu}BfT

delta 35
qcmdnMIG>Tjn3tF9rT(I*i5%wqKKdE?xvBc;MX8mECHc7%;{yS_;0vGt

diff --git a/q03_data_encoding/__pycache__/build.cpython-36.pyc b/q03_data_encoding/__pycache__/build.cpython-36.pyc
index 302366cb1c8d346c67f347e326ce7abc487c2dcb..5136695b922f7a42e028623302baee0795c06cc1 100644
GIT binary patch
delta 383
zcmYjNyH3L}6t!=jqzU8?7>baxkO2u6gpd$x7lxKFRB7Xgl*F-|6cLoFLw2MpD?h-(
z&R4K|<u9192WWleqvLyyj<5Y@y_&;Q&vTB}pZ6Ug^o@3wF8P(*)oe2yJLG^2h}!{1
zo0q$_A^Xygu9bc)p++5AL5mi+g#~nYrM38<>#f%6Dcqs}j{=RW;K+y>%bUncvwB+d
zm{w`Yi@*@pvpQx}n39mH7Ld=P!DQ=+{K@oODcjaN;<n8EiNc4nAmL4sQ9|nxDZ_Ee
zA1fBmNjNVP682wk*q_14zOo~1VpkS-`X~6{kwKRQYXndxOcv85t^}||K$3FxTy9Db
oR`WNWBytGuC`rZbz@Bp27e$#Yb8@Nvsq!VL%Uo=$0w3GvFFiP6eE<Le

delta 525
zcmY+9J4*vW5XX1tUQrTFL?l)Q1R;W^u(1dtD1wcRMKmCCWcSR4d%1g&L@uO=f|U@`
zTG`oH_;I$ivhf30IV&p34m14sxAWRZ`^j0~DHP_ncAuN?K*&3pIwtCUba^&jZ;bEG
zhZ<Pu2O2(LNXdu{pw~+&qZ#P{gH<wuLvq0eMrw3SWEO+W@HD5goI%I_VFokq|M@Jb
z6U=flij}ijbU2Ob<htA-8Of*zr=)7$R(aHl8JCr`%_~tHZAIOX3%^ylaf7bLapji?
zimQL<a8k_){V8P$H@f1=l5IEP3Zg{Wz7*UInx-Gbt!BaV)61h2v!oY`P|f|zs;Qi_
zOT7A#vQcoEDhRlu{tFR{*!%0a){aA7yAr(brg2!CP*|J1(e0%?z7nuu1(xXs-K3&4
z`J}HsW#OJlU*z;+cH&0Nl?oE3fO*R4{mnw5XF2^pfC7OiVcE~%sZi9da`iA~-GJ}u
PpUVXdd8#d^4T|s$196K+

diff --git a/q03_data_encoding/build.py b/q03_data_encoding/build.py
index bb4c8ca..44fff93 100644
--- a/q03_data_encoding/build.py
+++ b/q03_data_encoding/build.py
@@ -1,3 +1,4 @@
+# %load q03_data_encoding/build.py
 from greyatomlib.multivariate_regression_project.q01_load_data.build import load_data
 from greyatomlib.multivariate_regression_project.q02_data_split.build import split_dataset
 from sklearn.preprocessing import LabelEncoder
@@ -6,9 +7,16 @@
 df = load_data('data/student-mat.csv')
  
 x_train, x_test, y_train, y_test =  split_dataset(df)
+def label_encode(x_train , x_test):
+    lb = LabelEncoder()
+    X_transform = x_train.apply(lb.fit_transform)
+    X_test_transform = x_test.apply(lb.fit_transform)
+    return X_transform , X_test_transform
 
-# Write your code below
-    
+label_encode(x_train,x_test)    
     
 
 
+
+
+
diff --git a/q03_data_encoding/tests/__pycache__/__init__.cpython-36.pyc b/q03_data_encoding/tests/__pycache__/__init__.cpython-36.pyc
index 7d18c185f615d8dacd541c2aac10e2127c6a6058..8ed0be36a1b20c3d21219db029dcb5c291d72588 100644
GIT binary patch
delta 52
zcmZ3=xQ&s+n3tEUA%1i8L=JO>Wc`f%+*Ezn+|0bxyb{0EeEsnJqU_>=#N<@{<ouM>
HiGJY#w1g4V

delta 35
qcmdnSxRjB@n3tF9rT(I*i5%wqLHZf_xvBc;MX8mECHc7%<HG^I>I=94

diff --git a/q03_data_encoding/tests/__pycache__/test.cpython-36.pyc b/q03_data_encoding/tests/__pycache__/test.cpython-36.pyc
index 8ade2b73d89dd5f9591f59a4f4d14aa50d93bd2e..7cf61f15dcd71180f649434bad6cb95ffd7759d9 100644
GIT binary patch
delta 60
zcmbO#xJ;14n3tEUA%1i8Mh*og#d!UU{M=N1*WAp!)VvbE)O`K${G#mQg2d!h{p9?V
QRQ<^>+2uEfGug2L06^dq#{d8T

delta 43
zcmZ1`I8~6tn3tDJ*J4rBMh*og0YCkW{M=Oi^rF<t#FG46{mH-B<u_+A*|7lt2!#y^