From fe5fb1138150b024df65013d3073fa01efc44270 Mon Sep 17 00:00:00 2001
From: akashhchatterjee <akashh.chatterjee@gmail.com>
Date: Sun, 21 Oct 2018 17:54:54 +0000
Subject: [PATCH 1/4] Done

---
 __pycache__/__init__.cpython-36.pyc           | Bin 163 -> 158 bytes
 .../__pycache__/__init__.cpython-36.pyc       | Bin 177 -> 172 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 560 -> 565 bytes
 q01_cond_prob/build.py                        |   9 +++++++--
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 183 -> 178 bytes
 .../test_q01_cond_prob.cpython-36.pyc         | Bin 1691 -> 1686 bytes
 6 files changed, 7 insertions(+), 2 deletions(-)

diff --git a/__pycache__/__init__.cpython-36.pyc b/__pycache__/__init__.cpython-36.pyc
index 2ba0c8128ed226d8795f0b8b0cc1481272d86b4c..9798f53bab3c309a71a66a3f55f6f502d31dabd2 100644
GIT binary patch
delta 58
zcmZ3?IFFITn3tDp)1EWY6FJP)y!A8kb5r#bvlELmGLkbAOG;9UvQks^!}E)>iwhEy
OQ}vVcQ&J~pSpon@0u<{2

delta 63
zcmbQoxR{Z{n3tF9(7ooUi5%wI0s0yFxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu
SIXMaiMfq8&$tA@TQ!N3frWT(7

diff --git a/q01_cond_prob/__pycache__/__init__.cpython-36.pyc b/q01_cond_prob/__pycache__/__init__.cpython-36.pyc
index a5c1ab27a925d7c6ab904d43c42e33fb15ea64d6..fb28717df86252cd98bc398e44869447d3562b88 100644
GIT binary patch
delta 58
zcmdnUxQ3C#n3tDp)1EWY6FJP)BK0%!b5r#bvlELmGLkbAOG;9UvQks^!}E)>iwhEy
OQ}vVcQ&J~pxdQ-CiWMUO

delta 63
zcmZ3(xRH^=n3tF9(7ooUi5%wIarzngxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu
SIXMaiMfq8&$tA@TQ{4fv02bE(

diff --git a/q01_cond_prob/__pycache__/build.cpython-36.pyc b/q01_cond_prob/__pycache__/build.cpython-36.pyc
index 4654504299c0bacbf40adc47f518204d14780447..1822106f3be5951e86d13e05a40e96eb280c22e1 100644
GIT binary patch
delta 123
zcmdnMvXw>In3tC;b?=$zUyKY4j~S2v6Oioy#KlGvl{Gn1*-}}X85tQi`mi&qh3RMH
z=cei>W+xVBWF%)KmXxFxWu>O-hvye%7Z)TZr|Ku?r=(7<W3*x9p1hkeO^_L64hN9n
MVd7xoV&Px~00hMx#Q*>R

delta 117
zcmdnWvVld}n3tC;QGRaJNk#^S#|%h-3CMN;;$p3d%9<NP*cr8>^)vEwQ}q**GBWjD
z@{>z*Q}arS_0x+|D-%odbM+H*auf=R^0QKtONu8qGTJcmOy0+s#t$;5m<>qqFmW((
Gu>k;7Rvah*

diff --git a/q01_cond_prob/build.py b/q01_cond_prob/build.py
index 46a16ee..ea1b364 100644
--- a/q01_cond_prob/build.py
+++ b/q01_cond_prob/build.py
@@ -1,3 +1,4 @@
+# %load q01_cond_prob/build.py
 # So that float division is by default in python 2.7
 from __future__ import division
 
@@ -7,6 +8,10 @@
 
 
 # Enter Code Here
-
-
+def cond_prob(df):
+    all_houses = df.shape[0]
+    houses_in_OldTown = df[df['Neighborhood'] == 'OldTown'].shape[0]
+    conditional_prob = (houses_in_OldTown/all_houses) * ((houses_in_OldTown - 1)/(all_houses - 1)) * ((houses_in_OldTown - 2)/(all_houses - 2))
+    return conditional_prob
+cond_prob(df)
 
diff --git a/q01_cond_prob/tests/__pycache__/__init__.cpython-36.pyc b/q01_cond_prob/tests/__pycache__/__init__.cpython-36.pyc
index 9e8f52b9670fef7c8ebeab5aaf783861596b3735..be0c6e390bc52e2d4125e4a98af42ee5b4ce0d93 100644
GIT binary patch
delta 58
zcmdnaxQUU&n3tDp>z*^w6FJP);`KA~b5r#bvlELmGLkbAOG;9UvQks^!}E)>iwhEy
OQ}vVcQ&J~p`2qk_#T7mP

delta 63
zcmdnQxSf&1n3tF9Mq+E!L=JQ96#b0++*JL<q>M~`m;B_?+|<01V*T`@)XKz?{9OIS
SoE(LMqWrAX<dWivslEW9Ef$IZ

diff --git a/q01_cond_prob/tests/__pycache__/test_q01_cond_prob.cpython-36.pyc b/q01_cond_prob/tests/__pycache__/test_q01_cond_prob.cpython-36.pyc
index e8852e97b2c7d11e7e2c94ad7d3101fc05eb2f6d..cda3fcf500111d8e1c8f990b0be1aebcdc0d15a2 100644
GIT binary patch
delta 61
zcmbQuJB^pan3tDp>z*^w8#(qes%7eD<maa9CuS!WXJjO2B$kw<7G<TT>WAkSWfvDD
RCa3Br=clA@{=m4J1puD|7TN#+

delta 66
zcmbQnJDZoon3tF9Mq+E!MvlFV+IjjJ`MIh3iAfom`Y!p&rManjCB^#bMX8mECHcAf
Wi8(n61x5K;smUe9n_n}oW&r^3SQsV%


From e966cade958c1637cfcddd5f1cae001fa231866e Mon Sep 17 00:00:00 2001
From: akashhchatterjee <akashh.chatterjee@gmail.com>
Date: Sun, 21 Oct 2018 20:03:10 +0000
Subject: [PATCH 2/4] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 187 -> 182 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 718 -> 677 bytes
 q02_confidence_interval/build.py              |  14 +++++++++++---
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 193 -> 188 bytes
 ...est_q02_confidence_interval.cpython-36.pyc | Bin 2316 -> 2311 bytes
 5 files changed, 11 insertions(+), 3 deletions(-)

diff --git a/q02_confidence_interval/__pycache__/__init__.cpython-36.pyc b/q02_confidence_interval/__pycache__/__init__.cpython-36.pyc
index 741ad2df56ebd795144517f30579112c8725c917..0c05c88fee32ec132cf88947e414779a60409fc6 100644
GIT binary patch
delta 58
zcmdnZxQ&s+n3tDp)1EWY6FJP)lJzt4b5r#bvlELmGLkbAOG;9UvQks^!}E)>iwhEy
OQ}vVcQ&J~p1p)w7q7_R3

delta 63
zcmdnSxSNr~n3tF9(7ooUi5%wI8TuLdxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu
SIXMaiMfq8&$tA@TQv(6Ft``3Q

diff --git a/q02_confidence_interval/__pycache__/build.cpython-36.pyc b/q02_confidence_interval/__pycache__/build.cpython-36.pyc
index b478df2185179a11ca8a5a753fb3aedba6bb2ba4..b1308de85f60ff5b3d9bcb965f33064b357616f5 100644
GIT binary patch
delta 434
zcmYjMF-yZx5WY)Z(ln(-M61xTE?LZ=AgENq#YGp9LL6$yd$mcMq~=9INl>V(L&*<t
za&Y%&h(Dl?4sQMcC$H6^_xQf!zVF?;d+*w_*4(I8P5JS5cB%k;!dy@d`viG7Zf?~%
z<Jto_rZ7c$ga{l@z|zO})}4p{O(n{Va4>5k;+SIw0gND5QVf(p<qB6HF;_`tq_RxS
zSgHkjh9hji669K@WZEiBc?G&ku4g*UVaNWf25`}x#rK|t6TGxa4hw}_Y~xzpDou3h
zhQonyDu1~n{o5kK#*raYH|lV4?HEF)e(0vcF}*nIcKj$6$qOW9TJ`7L?!}?7-M%Y(
zJ+J4c<OM?5?KtVnq3a3Ti@7MiaHn{}<;}|Uj|)VA3=OOi7EwnNlc{4>5}gw5;`zgy
sb=n}62`k!))iOw*-I<M@Ba@7Yu^YzxY9LxFRkB88(3=JwV$~@B0-|nV5C8xG

delta 511
zcmYjOv1;5v5Z&3+%CgQn0ye}UMFNI^ny3gNMS>lOs}ye11U1KIcg`mvX_eiz!A6G*
zyLDl%PMIRV;BPSb0JZL2rAn2N(s<y#-FdUad$2#nZ?X3#N#eT~Kk`G)*gbnx0o^|m
z+}E4Ecdsxk<8q3To;+hZ(Bhiso4C0E9qNrM$hS0nVQF;JrWeH@U@YZ5$UbnzIVx($
z3W){b6Ty8Z>R8Dx*$O<Ayqsvz{2ErA)PU4U$GeFaWk~(T;Cczq*$!I;9dyAi8~7<(
z@RjHUIR{6_i?JS(gA{uBZU@&iT5m&o(F?bfEv8`~I$5_B=F|V@yhhpN@%dcY!WT+b
zxo}?NX+CpaHd<OeM{AAkx0PuYg~mqVyl6byQ(66DHX)C{m@Q3>nf$gavO}XzYHYmA
zjxC-^Z|Y1|arLsbrbOl4`WD{5wOh0{zzxJ8f*D~Kp1?Rs6C06C8CB7qy{07I*>Jtj
u)1xWreP}6~sryhZO`&ky8IwGs+3+y>P#b+x;XeH=bAuE?Oim*QJMa(F6MIeo

diff --git a/q02_confidence_interval/build.py b/q02_confidence_interval/build.py
index 023b81e..7a970b0 100644
--- a/q02_confidence_interval/build.py
+++ b/q02_confidence_interval/build.py
@@ -1,3 +1,4 @@
+# %load q02_confidence_interval/build.py
 # Default imports
 import math
 import scipy.stats as stats
@@ -6,8 +7,15 @@
 df = pd.read_csv('data/house_pricing.csv')
 sample = df['GrLivArea']
 
-
 # Write your solution here :
-
-
+def confidence_interval(sample):
+    sample_size = 1460
+    sample_mean = sample.mean()
+    z_critical = stats.norm.ppf(q = 0.95)
+    stan_dev = sample.std()
+    estimate = z_critical * (stan_dev/math.sqrt(sample_size))
+    conf_inter = (sample_mean - estimate,
+                       sample_mean + estimate)
+    return conf_inter
+confidence_interval(sample)
 
diff --git a/q02_confidence_interval/tests/__pycache__/__init__.cpython-36.pyc b/q02_confidence_interval/tests/__pycache__/__init__.cpython-36.pyc
index 2eb0cc486e78e2a412ba8dab98d1f27df5f7cde5..2219d51b80cbfa882836f1e965714c4e87aff529 100644
GIT binary patch
delta 58
zcmX@exQCI$n3tDp)1EWY6FJP)GW9d^b5r#bvlELmGLkbAOG;9UvQks^!}E)>iwhEy
OQ}vVcQ&J~pg#!RtN)=-O

delta 63
zcmdnPc#x69n3tF9Mq+E!L=JQ9JpGLP+*JL<q>M~`m;B_?+|<01V*T`@)XKz?{9OIS
SoE(LMqWrAX<dWivso?;o+ZM6_

diff --git a/q02_confidence_interval/tests/__pycache__/test_q02_confidence_interval.cpython-36.pyc b/q02_confidence_interval/tests/__pycache__/test_q02_confidence_interval.cpython-36.pyc
index c3788ca888768b1814d7bddbf565e723201f41ad..65310f138852f91be023db11750d1b8f5bb3a653 100644
GIT binary patch
delta 61
zcmeAXY8T=#=H=zuwC7CpMvga(YPI?q`MIh3iP?$885zkLi6teeMOmq-`r-LS*~JBk
R$*KCu`6;QJ<(b~H0RW=F7J2{x

delta 66
zcmZn{>Jj2F=H=zOk=Powk>d@cc9VWaer~FMVp2w?zDs^`X>Mv>NwI!<QEFvkNq(+=
VVor`iK~a8IYH~^OW+|q(YykC~7s&ts


From 434e4094e24d2c52d5f9cf79ae61988349973b8f Mon Sep 17 00:00:00 2001
From: akashhchatterjee <akashh.chatterjee@gmail.com>
Date: Mon, 22 Oct 2018 18:46:48 +0000
Subject: [PATCH 3/4] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 174 -> 169 bytes
 q03_t_test/__pycache__/build.cpython-36.pyc   | Bin 523 -> 601 bytes
 q03_t_test/build.py                           |  12 +++++++++++-
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 180 -> 175 bytes
 .../test_q03_t_test.cpython-36.pyc            | Bin 2307 -> 2302 bytes
 5 files changed, 11 insertions(+), 1 deletion(-)

diff --git a/q03_t_test/__pycache__/__init__.cpython-36.pyc b/q03_t_test/__pycache__/__init__.cpython-36.pyc
index cac7d291ce27aa37820fd1dcd256be95534d4e6d..e739db2ca5f41f722ac8112d45084d06047b04a9 100644
GIT binary patch
delta 58
zcmZ3-xRQ~>n3tDp)1EWY6FJP)!t^upb5r#bvlELmGLkbAOG;9UvQks^!}E)>iwhEy
OQ}vVcQ&J~pxc~r7wiOou

delta 63
zcmZ3<xQ>y-n3tF9(7ooUi5%wI(fS$rxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu
SIXMaiMfq8&$tA@TQ(XYA{}#&t

diff --git a/q03_t_test/__pycache__/build.cpython-36.pyc b/q03_t_test/__pycache__/build.cpython-36.pyc
index d55dfcffc99b8ed252ef8a44fbaf9847ab10a066..5f8274f28901f044d468c589117f6c3a803cb0f4 100644
GIT binary patch
delta 381
zcmYjM!AiqG5Zy^O={B{ViijRO=b$-wDIzKeDxL%dVS5Nmb|p>IrtEG7wLMi&o<hGu
z5I?|=@T|Fse<2>+&8Y+P=FKqkX66}xVY=IH2d&MI-X|dRgO<!O{K&ZK8sLaSjxwN7
zGl#l$#MBdR=5uEbw834D9}y*jh{hZMmFL^5*vwi#wnAs+Q?$;#0g`*#&F~CHzKPz<
zojOyueD4Mioww8Pdwm%C<=;lHaz<n7UCD`vsei(9CE^fQ4!@zkj<ry_!sA<(SJ?6w
zB#GJadl{w0P(*CNRGKC!(^|+(i0HbI12txeh?0Vfg@B!~YUx;Mru$0wlfWLhVgSJ!
zbbtVHe2}&pHW#n3b>WRB!||Q8&s0PT#^XfYO3$QqSG|1+nswj)u;7zi9JnS^RxGf}
I5MV<70htwAz5oCK

delta 304
zcmcb~(#_&!%*)I5T7GVn6(a+~V+JI^1Y|n^aj^!FNMT4}%wfo4jA8_{n4*|dnX_0@
zn3@@*SW}o&SXvmO*d|8l@-YL|vH-C&NTb=rsrqa+Oew6{3={8IaLt+t0xRt`nJ3FJ
zO8ILt-(pHhyTx4+UtE${l384mnH<Gl5MP#<Q<}Pxp@<D=!mkMZjQreG{luh<OnsO9
z<kH;Kypm%5^rF<t#FG46{luIcg@U5|tkmR^;>nX4^(2c}fx5Usc7q(jz^KIt7SUv%
z{EAWDfukrjF(p2^xU2{y3zh*}gG8_cC2n!p<mRW8=A_zzf}j}W5H3azCN4GrOZP^D

diff --git a/q03_t_test/build.py b/q03_t_test/build.py
index f966b62..f7fffbf 100644
--- a/q03_t_test/build.py
+++ b/q03_t_test/build.py
@@ -1,9 +1,19 @@
+# %load q03_t_test/build.py
 # Default imports
 import scipy.stats as stats
 import pandas as pd
-
+import numpy as np
 df = pd.read_csv('data/house_pricing.csv')
 
 
 # Enter Code Here
+def t_statistic(df):
+    t_test,pval = stats.ttest_1samp(a= df[df['Neighborhood'] == 'OldTown']['GrLivArea'],
+                               popmean = df['GrLivArea'].mean())
+    if pval < 0.005:
+        t_test = np.True_
+    else:
+        test = np.False_
+    return pval, test
+t_statistic(df)
 
diff --git a/q03_t_test/tests/__pycache__/__init__.cpython-36.pyc b/q03_t_test/tests/__pycache__/__init__.cpython-36.pyc
index c48929092cfb36da263304e1c41ce26f2e59ebaa..1796ed3c717af4fcd19d864c20649f623972d789 100644
GIT binary patch
delta 58
zcmdnOxSo;2n3tDp)1EWY6FJP)V)Qfeb5r#bvlELmGLkbAOG;9UvQks^!}E)>iwhEy
OQ}vVcQ&J~pc>w@XUKK9@

delta 63
zcmZ3_xP_6!n3tF9Mq+E!L=JQ9ME#8X+*JL<q>M~`m;B_?+|<01V*T`@)XKz?{9OIS
SoE(LMqWrAX<dWivsa^n{EEawM

diff --git a/q03_t_test/tests/__pycache__/test_q03_t_test.cpython-36.pyc b/q03_t_test/tests/__pycache__/test_q03_t_test.cpython-36.pyc
index ffd3551b78008c1e5a9bb300105c4015464df97f..faf0e30884a2e3d7f38b77330698fc3f47438c04 100644
GIT binary patch
delta 61
zcmZn``X|U?%*)HQY0sJHjU1O5)spoy@^e%56SEVGGcuAh5=%-_i?UKv^~3XvvWp86
RlT-DR^HWkcvoZZ;0|2tF7OMaN

delta 66
zcmew-*et|h%*)GlBe6AVBgbV%?F{{l{M=Oi#H5T&eV6>?(%jU%l4AYzqSVU7lKfo#
V#GD+3f};Ga)Z~)l&5TTc*#HN*7y1AI


From 68b7322fb8cb2fde5210c2eef081f0dba4159958 Mon Sep 17 00:00:00 2001
From: akashhchatterjee <akashh.chatterjee@gmail.com>
Date: Wed, 24 Oct 2018 17:52:25 +0000
Subject: [PATCH 4/4] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 177 -> 172 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 604 -> 672 bytes
 q04_chi2_test/build.py                        |  15 +++++++++++++--
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 183 -> 178 bytes
 .../test_q04_chi2_test.cpython-36.pyc         | Bin 1938 -> 1933 bytes
 5 files changed, 13 insertions(+), 2 deletions(-)

diff --git a/q04_chi2_test/__pycache__/__init__.cpython-36.pyc b/q04_chi2_test/__pycache__/__init__.cpython-36.pyc
index 07afcf050f12f3301d4c6770275250f5d539aa29..f6b5f0897c603f2d053a41d91d8bda2a3802e6cd 100644
GIT binary patch
delta 58
zcmdnUxQ3C#n3tDp)1EWY6FJP)BK0%!b5r#bvlELmGLkbAOG;9UvQks^!}E)>iwhEy
OQ}vVcQ&J~pxdQ-CiWMUO

delta 63
zcmZ3(xRH^=n3tF9(7ooUi5%wIarzngxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu
SIXMaiMfq8&$tA@TQ{4fv02bE(

diff --git a/q04_chi2_test/__pycache__/build.cpython-36.pyc b/q04_chi2_test/__pycache__/build.cpython-36.pyc
index 699bd6ac19c2845f16b2ff9f235a37aaeb9035d3..99f6ccfdc6fba8ef1afcebb9d71368be5529b2ce 100644
GIT binary patch
delta 420
zcmYjNO-lnY5X~gn-L!rn;>m*uo{C^WJ&5=Pf`WJu6qP8HHHog<c6Uuup}Kpj{(#ay
z;LV%hKM{|`i}))P52igiFz?Mg9y82*&?k>Cjg6J@>)Y8kAoPX)1$On8OS9rYA_)x?
z1BYRSIT<qLo+7a?aR+!HiKGvRGsRTU0YKfoRXFWF&aK8IhYl{VrLmVg>p3k*K?|?&
zb1H*6(tFmAgMuW!V^)xy=HwC|q6+K2FC1UpPrdAZ-r3DcsgE<s>5XVv&V){lvEc<T
z?T3jxY^0g$drq*1Pl)Jxu_n^QUME*75$!%sGVUGema1`oCu|s1>utmGeA!+0b6kzm
zrmBYZ&_t1lLTi<dm8zbkx^A*isH#Y%>OI5yOlk0raR&&dVH_qg1BQLjqfV)mdcQDx
x;3chQ*4DmL`b?`()`Yp$foq2@Jy`h<Muxt%W-40^wLx5G297eg$xtS2<PXnuXe0mt

delta 352
zcmYjNJxc>Y5Z&3^OD?B@V5L?88)M-GwUVd-Ekx|ntwOl$uKDop_T1eB0(VvX10h%_
z2)6zpn_%ZZu(Wb7RUXXa&CG-O_;A0;&2hEr*Xr*y1%!Uk8nD%E8+zXoM;szF0tzdI
zsUw^b;dlnr<qjv$h?eH`6t3qldk4I{gEE-m92;xOtm&TQPEK++FJ&Yn+<Qb1xPuy%
z`S0N+t=xtQ??f^c{kPWwpBD{xiBnF=6B`@qF(tJ&VQ=YLHk#JhV0hGJGBLxXFA_Fg
zOyHzhv1|U_1p^t2AnXl>!Ifm=SR_UVeI=%$k#P`4Q9V_1B$&~QFF4!YEDrQ6A=rf)
xY=PRax=~&<alP#+5%Mn66IHUsRYw(5*2uT%(rd+%k0Wtjyi6BfA3W@r{{b`0R}26E

diff --git a/q04_chi2_test/build.py b/q04_chi2_test/build.py
index 4f20455..33d10de 100644
--- a/q04_chi2_test/build.py
+++ b/q04_chi2_test/build.py
@@ -1,10 +1,21 @@
+# %load q04_chi2_test/build.py
 # Default imports
 import scipy.stats as stats
 import pandas as pd
-
+import numpy as np
 df = pd.read_csv('data/house_pricing.csv')
 
-
 # Enter Code Here
+def chi_square(df):
+    price = pd.qcut(df['SalePrice'], 3, labels = ['High', 'Medium', 'Low'])
+    freqtab = pd.crosstab(df.LandSlope,price)
+    chi2,pval,dof,expected = stats.chi2_contingency(freqtab)
+    
+    if pval < 0.005:
+        chi2 = np.True_
+    else:
+        chi2 = np.False_
+    return pval, chi2
 
+chi_square(df)
 
diff --git a/q04_chi2_test/tests/__pycache__/__init__.cpython-36.pyc b/q04_chi2_test/tests/__pycache__/__init__.cpython-36.pyc
index 45a1b92bf8f907964bb7391c2292492de4735b27..6d043b4f6b9f0eab360b9c8aa26173a4ba19ddcc 100644
GIT binary patch
delta 58
zcmdnaxQUU&n3tDp)1EWY6FJP);`KA~b5r#bvlELmGLkbAOG;9UvQks^!}E)>iwhEy
OQ}vVcQ&J~p`2qk_G8H=j

delta 63
zcmdnQxSf&1n3tF9Mq+E!L=JQ96#b0++*JL<q>M~`m;B_?+|<01V*T`@)XKz?{9OIS
SoE(LMqWrAX<dWivslEW9Ef$IZ

diff --git a/q04_chi2_test/tests/__pycache__/test_q04_chi2_test.cpython-36.pyc b/q04_chi2_test/tests/__pycache__/test_q04_chi2_test.cpython-36.pyc
index b2a8c04f4d985556ed1d8f547cba6347f75a6089..0a9fd7bdafe48e53662cc7e908007b9119eb5f22 100644
GIT binary patch
delta 61
zcmbQl-^<To%*)HQY0sJHjU2}q)iU)n@^e%56SEVGGcuAh5=%-_i?UKv^~3XvvWp86
RlT-DR^HWkc|74uW3ILqC7Rmqs

delta 66
zcmeC>pTy5$%*)GlBe6AVBgZjD?L7UA{M=Oi#H5T&eV6>?(%jU%l4AYzqSVU7lKfo#
W#GD+3f};Ga)Z~)l&0iR2vH}3^k{B5P