From 4a51f1e3007e667754ae3ca638d6a02af8837736 Mon Sep 17 00:00:00 2001
From: ShardulJ <Shardul2607@gmail.com>
Date: Tue, 2 Oct 2018 11:57:06 +0000
Subject: [PATCH 1/3] Done

---
 __pycache__/__init__.cpython-36.pyc           | Bin 141 -> 156 bytes
 .../__pycache__/__init__.cpython-36.pyc       | Bin 155 -> 170 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 414 -> 375 bytes
 q01_load_data/build.py                        |  10 ++++++++--
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 161 -> 176 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 1525 -> 1540 bytes
 6 files changed, 8 insertions(+), 2 deletions(-)

diff --git a/__pycache__/__init__.cpython-36.pyc b/__pycache__/__init__.cpython-36.pyc
index b0c3719c2f46201b3baa3fcef746c16a601c9e9f..418a68b886d0aa930fc0fb3f60b98cced77de4d6 100644
GIT binary patch
delta 50
zcmeBWoWsar%*)I5I%ae9L=JN~PyLMi+*JMGjKrdp(i|`S@cg3e;)2BFRQ=@ql+=lS
F_5hQh5di=I

delta 35
qcmbQk*vrUa%*)I5Qh!m@L=JO)EB%c8+*JMaqSVU7lKk9>vGxGAcneej

diff --git a/q01_load_data/__pycache__/__init__.cpython-36.pyc b/q01_load_data/__pycache__/__init__.cpython-36.pyc
index 4596200714efc1a2bd21ca0d0f36671155da8439..6b68a41db68e871a665b78a5007993b56167c487 100644
GIT binary patch
delta 50
zcmbQuxQda(n3tF9b<F1Ii5%u~;rbc*xvBcW8Hq(Hr8!>u;rT_`#RZAUsrt$JDXA0v
Fd;yx+5jg+=

delta 35
qcmZ3*IGd5fn3tF9rT(I*i5%wq9{L&ixvBc;MX8mECHc7%V|@X;Itz>d

diff --git a/q01_load_data/__pycache__/build.cpython-36.pyc b/q01_load_data/__pycache__/build.cpython-36.pyc
index 98e98a79cdf9a026efe48fdde2a84d1da49836cc..77acfb130c98c1f325a6b3087afe4fb6afe9e0d8 100644
GIT binary patch
literal 375
zcmYjMu};G<5Vf7ON+Xp4G4cZ$s6mV%gv7?srAU<uQsm|il9I&6b}Av2306LXftkO_
z%EZ7AbmEes;-vR%-#b4)pN_}z@7>q!2V?A;u&aP}mjri61Ppk|790i;K={TN0>vxi
z)Sa<p_(KzHx;+5pm2|!Vto>1?{3LVhjCUfHAcTY~g4-wZY{fU^0ODP|@J;6wOt<_j
z;cej1B%&1t7O_PIsaMMqsS_II^H#w9C$kZGY;R<)E0nWbS!l{@IoI~l8I_^TG@z`S
z(idxG3*|Aj_+ZhwLf5IWdWD&nPsb-|sp)|}`m!lXn3(5wwCi<=T}O=XaU0W`aNB()
i3EH7iH7I8XbnK-*(mxuJ&_?H#rf7K4-Ri9(5eI)1uv`uR

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..cb2aa5104545228644b99426d1f33b1e0ecddabe 100644
GIT binary patch
delta 50
zcmZ3;xPg(wn3tF9eaz<Qi5%u~vHBVLxvBcW8Hq(Hr8!>u;rT_`#RZAUsrt$JDXA0v
Ff&reC5mf*H

delta 35
qcmdnMxR8;<n3tF9rT(I*i5%wqe)<{txvBc;MX8mECHc7%V}k*`L<^(<

diff --git a/q01_load_data/tests/__pycache__/test.cpython-36.pyc b/q01_load_data/tests/__pycache__/test.cpython-36.pyc
index 9aa6996833ac66f36d6c99e9f80a514b1a8a8440..b31c8e60381b1bbf5f54d2d48dadfaf5a72cf1d0 100644
GIT binary patch
delta 52
zcmey$-NM6R%*)I5K4x?DMvj+^a*_HO`MIh3!5N7~DWy4H`r-LS*~JBk$*KCu`6;QJ
In7%Rt0N`^H+W-In

delta 38
tcmZqS`O3{<%*)FqWWFeBBgacdelPuu{M=Oi^rF<t#FG5n&HPMXnE~B33|s&J


From 1ca9db38f0d0ae7753dbb3d517b61661ad071e47 Mon Sep 17 00:00:00 2001
From: ShardulJ <Shardul2607@gmail.com>
Date: Sun, 21 Oct 2018 05:02:29 +0000
Subject: [PATCH 2/3] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 156 -> 171 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 660 -> 653 bytes
 q02_data_split/build.py                       |  17 +++++++++++++++--
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 162 -> 177 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 3134 -> 3149 bytes
 5 files changed, 15 insertions(+), 2 deletions(-)

diff --git a/q02_data_split/__pycache__/__init__.cpython-36.pyc b/q02_data_split/__pycache__/__init__.cpython-36.pyc
index 5d17273741a726a430cdf3ccf2eb63426483d618..700a60e7053afd96b27cc9d0e66b29a3afc4ffc8 100644
GIT binary patch
delta 50
zcmbQkxSEl}n3tF9b<F1Ii5%u~5&9YVxvBcW8Hq(Hr8!>u;rT_`#RZAUsrt$JDXA0v
F`~aI=5j_9^

delta 35
qcmZ3@IERtLn3tF9rT(I*i5%wqp86U2xvBc;MX8mECHc7%WBmZTkqeLj

diff --git a/q02_data_split/__pycache__/build.cpython-36.pyc b/q02_data_split/__pycache__/build.cpython-36.pyc
index e6bd2ebf2f76eee17541ce631c667ecb332558ff..4a2eba5d4a0cd4a3779496adbad507ecaf0d7727 100644
GIT binary patch
delta 380
zcmYjNJxc>Y5Z&3^z1xH&cA~Y_HC~a%BB)>y5D7w1VHM@bt|oft9k(Zl>|qg0Q%G#|
z9|imc*IJ4Hz{=TF8JNdoc=P7tozM7Xx7}_I#Mk)(2>B)}L6PrcnjV583KEin1aO=t
zH1#A~axdZ1*Pz%GWT3e6Ux*Z1=wOQ4x6|Wij{OJDXa~WPTeMPCc{5spMZQTYT7m^j
z6;piXU9iflSj8*fdX`yk{cAQPp+Atc-~GWYNeGg~j}vqA`Qc)*hlNI|O?hP|PdcQM
zsUpj3uPjX%)bm5w-fCmp-$^viQXLJ)aiJcP!{{t4?o1w!bTrD8p1(qWBXD~P1Ogop
zunxr<@~|=g1$9)oOKLxl?^SGSnybRc!ctMV0V~jPO3_O*9He*MD@_xj1ub+HR0RL@
C^HPTZ

delta 365
zcmYjLu}T9$5Z&3ky<Fr18bsqKBux+n8&M%>8WAgtEewad#>lM~cGp6=*l5ZWAvOv&
zev6I2aFELCe!)g(ue!JF<IS6y$IRF(yVz+oR=)N=`3Dg4Ln@%CkMNsaBtZluL;(kI
znkH0v+$*)0_?$@){xk4EFcG{EUYlQ@_X6DOxqwrojNH0KGNs6DO0Ve_nLx!2N{3p=
zAfti`Pxv!`zTE8B&I&w@4By`zz7LBIR&AQstu%IEMvpR&bbKdLH83`|viL*jupHw4
zC`qrhhsB};+v}?+eowkLsgm8HmJhK_)#3^IErt!_b_i@h6I!5~sN3OU3F0^p#+V<Q
hoQ{RAqhB_)3#-r?mU+0ZQgNTi19x&67(oOfzJHC>Qh)#e

diff --git a/q02_data_split/build.py b/q02_data_split/build.py
index c2e7147..f00c854 100644
--- a/q02_data_split/build.py
+++ b/q02_data_split/build.py
@@ -1,8 +1,21 @@
+# %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)    
+
     
     
+
+
+
+
diff --git a/q02_data_split/tests/__pycache__/__init__.cpython-36.pyc b/q02_data_split/tests/__pycache__/__init__.cpython-36.pyc
index e780e63f202604d8b01427afe772dd73a1ea13a3..b3a20bfa2404a0c4ee83df99a21169da287a865f 100644
GIT binary patch
delta 50
zcmZ3)xRH^=n3tF9b<F1Ii5%u~arzngxvBcW8Hq(Hr8!>u;rT_`#RZAUsrt$JDXA0v
FLI9q05mf*H

delta 35
qcmdnUxQLO%n3tF9rT(I*i5%wq{`wjDxvBc;MX8mECHc7%V?zMFn+vD_

diff --git a/q02_data_split/tests/__pycache__/test.cpython-36.pyc b/q02_data_split/tests/__pycache__/test.cpython-36.pyc
index a1b3fc579e35798e380953fe62d7efac2225573f..069d4b0a8035332280b6a3b1d819464d66fdd304 100644
GIT binary patch
delta 53
zcmdldaaMxEn3tF9b<F1IjU38Ma#8vj`MIh3!5N7~DWy4H`r-LS*~JBk$*KCu`6;QJ
It(aK20NcJ1j{pDw

delta 43
zcmX>ru}^}-n3tF9i20(ZjU38M0^a%=`MIh3=|!oPi6!~D`jZcG%WuwPdcp|+D}D}g


From 203bb7686ed49f5045ca4c1a73586e232f13f5f7 Mon Sep 17 00:00:00 2001
From: ShardulJ <Shardul2607@gmail.com>
Date: Sun, 21 Oct 2018 05:05:18 +0000
Subject: [PATCH 3/3] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 159 -> 174 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 924 -> 780 bytes
 q03_data_encoding/build.py                    |  12 ++++++++++--
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 165 -> 180 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 2197 -> 2212 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..e1a4ebc6105a67459b084e168a85108de1bc86ff 100644
GIT binary patch
delta 50
zcmbQwxQ>y-n3tF9b<F1Ii5%u~(fS$rxvBcW8Hq(Hr8!>u;rT_`#RZAUsrt$JDXA0v
F0s)-p5lH|5

delta 35
qcmZ3-IG>Tjn3tF9rT(I*i5%wqKKdE?xvBc;MX8mECHc7%V*>%amJ6H!

diff --git a/q03_data_encoding/__pycache__/build.cpython-36.pyc b/q03_data_encoding/__pycache__/build.cpython-36.pyc
index 302366cb1c8d346c67f347e326ce7abc487c2dcb..9ca2c998d96259da67b6ab5787e2f7e98ea00dfb 100644
GIT binary patch
delta 381
zcmYjNu};G<6trKHG)-H`A23ux%0dPN6GBLA3@jZQ!ce)5qqa1OWv7UsR18^Js;>M1
z3txi7?v=k_;(379Pd=UBozBmGYri^!(|+HxI-mCq5b{m-mWBKZx0-AQBaa{QF7Gu!
z$>#a)#l}AR$+gjs5lYgKHPmE5Ygj--*R7iVbE|IERtiHB(A%ITO>k^8A(mC#Pv_;h
zlq^?iA+x~N?I&}b=h{KSRjFY)iM!Fx6Z_Hl%qY9oJCQDC{zT!d$apxMF`2BEH{qy|
z4@$5p52r=K!|fLwZO`H4z?cbjXb($z+ei42v7N6nQEAA9b_B~4rZk8|Ly}7KSm_|>
ncJ((L5*$H#Mlx}G&@oQ;A}eqPerbM5`3UB+9(7HDPhIC1ew|<+

delta 520
zcmY+9J4*vW5XX1tUQrTFL`1tlK!_j~HWonywXjKJkr)s;vU|yed%1g&L@uO=f`x@4
zt(BdPA81=E!B1f2tf(YA%<$je&TAj-XQ#4XC@k+DytLkdkase7Ow>o{vN^3Zrgs-(
z4J`Cy4IeP1WI{$T7^IZZjP!uP7MZ{axnv_FHF_p8i$P|1np3%%LC^kS1~cye`68(i
z%yKe{m5W()JdbMRdb2??l2H%NN!7fq@~9m%F3V|`m!mk^jrt)Me!G0*27Qg=@-Gn-
zSO3tVUd;*pDP;*a>TqSruA6WLQKD>L3ho9i(+}cytKj+R)oF@Z(u+l?mi}ecR8I2>
zuYRO#6kMhX0<Nh4O2jJm{yN+1#v$M92tIVvIGjDv`dS_z2-vUz>vWs$P*IwF(zk)K
zaK&UOa(X8_aU<qR1qoBYJmn1j#-Pw+oZ%lpfk2e7>}Td&DC$<ZS{So_zz_AO<qC#8
K)t1u+Mfe7L&x%_B

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..3afd575236a28b0b6386c58382043d28def7cf57 100644
GIT binary patch
delta 50
zcmZ3=xP_6!n3tF9b<F1Ii5%u~iTWA&xvBcW8Hq(Hr8!>u;rT_`#RZAUsrt$JDXA0v
F!U3QF5n%uT

delta 35
qcmdnOxRjB@n3tF9rT(I*i5%wqLHZf_xvBc;MX8mECHc7%W5WTypbNAB

diff --git a/q03_data_encoding/tests/__pycache__/test.cpython-36.pyc b/q03_data_encoding/tests/__pycache__/test.cpython-36.pyc
index 8ade2b73d89dd5f9591f59a4f4d14aa50d93bd2e..ddc5df39dc4378451aa7022d0088dd92ed2cc61c 100644
GIT binary patch
delta 58
zcmbO#xI~b{n3tF9b<F1IjT{P0^0E3E`MIh3!5N7~DWy4H`r-LS*~JBk$*KCu`6;RT
OlV7sSZw_a&V*>ywjT2M=

delta 43
zcmZ1?I8~6tn3tDJ*J4rBMh*og0YCkW{M=Oi^rF<t#FG46{mDPr<u|7>*|7lt2p0_l