From 2241f713070e85454283703d322dac963dc0e935 Mon Sep 17 00:00:00 2001
From: soham009 <sohamthaker17@gmail.com>
Date: Thu, 27 Dec 2018 06:00:08 +0000
Subject: [PATCH 1/3] Done

---
 __pycache__/__init__.cpython-36.pyc           | Bin 163 -> 150 bytes
 .../__pycache__/__init__.cpython-36.pyc       | Bin 177 -> 164 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 560 -> 547 bytes
 q01_cond_prob/build.py                        |   8 ++++++++
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 183 -> 170 bytes
 .../test_q01_cond_prob.cpython-36.pyc         | Bin 1691 -> 1678 bytes
 .../__pycache__/__init__.cpython-36.pyc       | Bin 187 -> 174 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 718 -> 693 bytes
 q02_confidence_interval/build.py              |  19 ++++++++++++++++--
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 193 -> 180 bytes
 ...est_q02_confidence_interval.cpython-36.pyc | Bin 2316 -> 2303 bytes
 11 files changed, 25 insertions(+), 2 deletions(-)

diff --git a/__pycache__/__init__.cpython-36.pyc b/__pycache__/__init__.cpython-36.pyc
index 2ba0c8128ed226d8795f0b8b0cc1481272d86b4c..511d22550967245c1089201c3e60c574a7081dab 100644
GIT binary patch
delta 50
zcmZ3?IE|6Rn3tF9dZtRuL=JN~XZ?))+*JMI{EWn00|QI_@cg3e;)2BFRQ=@ql+=k?
FmH>C75Fh{m

delta 63
zcmbQnxR{Z{n3tF9(7ooUi5%wI0s0yFxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu
SIXMaiMfq8&$tA@TV=V!to)(V)

diff --git a/q01_cond_prob/__pycache__/__init__.cpython-36.pyc b/q01_cond_prob/__pycache__/__init__.cpython-36.pyc
index a5c1ab27a925d7c6ab904d43c42e33fb15ea64d6..3c8c022190b867c8ede45380f75ef1bd62e5efad 100644
GIT binary patch
delta 50
zcmdnUxP+0zn3tF9dZtRuL=JPgK>dvT+*JMI{EWn00|QI_@cg3e;)2BFRQ=@ql+=k?
F?f`z<5Lf^J

delta 63
zcmZ3&xRH^=n3tF9(7ooUi5%wIarzngxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu
SIXMaiMfq8&$tA@TW8DF+_!h?i

diff --git a/q01_cond_prob/__pycache__/build.cpython-36.pyc b/q01_cond_prob/__pycache__/build.cpython-36.pyc
index 4654504299c0bacbf40adc47f518204d14780447..15b5c8fcb536aa5aaef0dacb9d52eb0de263826f 100644
GIT binary patch
delta 89
zcmdnMvY3U_n3tF9W~NHa=Z&0RjB<YZ8Tq-X`o;MfiMa*_mipoOMcKs#iOH$@$@wX%
olj|65__-Mv7>YT71Op=%qZrfVlZ+Ak%pfr~Ai=}L!NkP^0DAKjuK)l5

delta 102
zcmZ3?vVn!un3tC;QGRaJ$&H*|jM~xq8Tq-X`iV&ynffmI$)&lec_qdA=|!oPi6!~D
z`iVI?3I#>^S*gh-#ghveZTNW@7#NB<fCK|07o!;C<UNcL{7fJ*HXy;n#KFYH1^_zq
B8Q=f_

diff --git a/q01_cond_prob/build.py b/q01_cond_prob/build.py
index 46a16ee..88a5f56 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 +8,13 @@
 
 
 # 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
+
 
 
 
diff --git a/q01_cond_prob/tests/__pycache__/__init__.cpython-36.pyc b/q01_cond_prob/tests/__pycache__/__init__.cpython-36.pyc
index 9e8f52b9670fef7c8ebeab5aaf783861596b3735..f0c354c6da69e0704d0d1b8390771a8f885c4ed1 100644
GIT binary patch
delta 50
zcmdnaxQda(n3tF9cBV?qL=JPgaQ%$@+*JMI{EWn00|QI_@cg3e;)2BFRQ=@ql+=k?
Fz5s%k5Oe?l

delta 63
zcmZ3*xSf&1n3tF9Mq+E!L=JQ96#b0++*JL<q>M~`m;B_?+|<01V*T`@)XKz?{9OIS
SoE(LMqWrAX<dWivvAzJFB^G)B

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..ea3576b8cd5f661731481d5be19d5b88197a6d30 100644
GIT binary patch
delta 53
zcmbQu+sDgc%*)GlJ5wcQBgbAwxkUYp{M=Oi;{1%nTmu73{qX#v?BasN<W&9S{FKzq
J9~f7&006$-5)c3Y

delta 66
zcmeC<oz2T(%*)GlBe6AVBgbAw?L7UA{M=Oi#H5T&eV6>?(%jU%l4AYzqSVU7lKfo#
W#GD+3f};Ga)Z~)l&5s#Zvj70@C>Rz1

diff --git a/q02_confidence_interval/__pycache__/__init__.cpython-36.pyc b/q02_confidence_interval/__pycache__/__init__.cpython-36.pyc
index 741ad2df56ebd795144517f30579112c8725c917..087dd926636729f51e7eea7ae1599b97986a99c7 100644
GIT binary patch
delta 50
zcmdnZxQ>y-n3tF9dZtRuL=JPgX#I@*+*JMI{EWn00|QI_@cg3e;)2BFRQ=@ql+=k?
FfdGU95P$#x

delta 63
zcmZ3-xSNr~n3tF9(7ooUi5%wI8TuLdxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu
SIXMaiMfq8&$tA@TV*>%TrWWr2

diff --git a/q02_confidence_interval/__pycache__/build.cpython-36.pyc b/q02_confidence_interval/__pycache__/build.cpython-36.pyc
index b478df2185179a11ca8a5a753fb3aedba6bb2ba4..5c0ded4ad4c050ed26b1d0ad9c0a3655495f754d 100644
GIT binary patch
delta 477
zcmYjMy>8nu5GE;7BINjIDv)L=kSto_1R3H0MjIeN#x5CL2mu5^q%A3yC6i2x7BX5O
zT{9S-`Uri10DX!+0M`sfmpnkGoRkbX;=T{Z`*`2+FS}#AN8PSJ%J(k+5QOg0tAHAv
zLh94??r~30!G5C97x)4N?)pb?p5PZT2WF6GjrbCvMmf4cD-4W*i6Oa@Q-KA!#Ve<F
zYGPRK8m~q-c!TlV@50$eE4OBX0(-Svds6~7?Bi_O#>0mITf9__<NpQ%9@0X_i_p<V
zSf)*Ew55wu6`@mAQ%j53q?YQXGS->PMZm4A<D#0&u=C7O`@Gi{?_>mHA|XGA{<kPm
znaPrP9`=h^&9X&QPB*{s&LIpczgU`Pv-CGoJ=o&$(=aUyIn-qu7Y7F?!%3;GbQLFZ
zn3O_p{^9Yc1G+6pJpe$M6Ha>M4H*D)qMB~dQ63O1mSok}{q`@4Z6+ib`*7cCTDw=!
Yhlb_jq7>J2`QCv_HzpkWn8N|2PhrAxK>z>%

literal 718
zcmZuvyN(kv6tz8`$t2mVkXXSY3TUUvAZS-S#7amAZ9{|HjJ&od@n~MLok)q2Dzy6v
zd;tH#7r3ROp`xPVj?-*`rF-t&<E!Ii-+48gO@2K4#;yrMKheEK;rlIw{Q@A7#5H24
zj4Q%OU?N6Cj#;8;HIn3rS*lVQJwa@&l4?>-PnD!Hz9YbmODq#P`ij|^#Gg@?{sMJ$
zvwI}D<N2~%TUGQ%3*9c}!fyQdgZZR4?~LO54@M{>9&=Bv-YEfPSP5VZ@gBl{1lXer
z9nk?hFj_?tOLB(~1Xv1ev?u$>#Z?0JXfS%jPtgTB&^_MMOElnPRFXrykHH?jS(IV@
zev@I3S7tagOBrnxZ+&bXch=LkGYyOSzGRVg($j{!C74_p2Q5q9t1R(}<xO8JHa+EH
z5MYyCA&hof@S1^`R2y~<nyutU7Rs2;_=lovOD$C^RH0j^%!b$Bk(q&yzX~3#Q8~X|
z>ioJB>qfQC<_n{?+;vUP>-u?bx=IOPbz3R}`<mB9uno@~w(`}Bm&Jb$$#2)Xmh*mV
z&fu&e>;MR-_#EOAKfqxpo0$}7xR}uWb{@3NFcY8j!%eIwy<~B_Zu+e!ZSPYUrYwfx
v5?PvQ=rqvTH9ir`P74)u!xitr`OuhNHJx17>NWhW$PQGBC*UR^y}<tf7n8zU

diff --git a/q02_confidence_interval/build.py b/q02_confidence_interval/build.py
index 023b81e..8c02839 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
@@ -8,6 +9,20 @@
 
 
 # Write your solution here :
-
-
+def confidence_interval(sample):
+    sample_mean = sample.mean()
+    
+    sample_std_dev = sample.std()
+    
+    z_critical = stats.norm.ppf(q = 0.95)  # Get the z-critical value*
+    
+    margin_of_error = z_critical * (sample_std_dev/math.sqrt(len(sample)))
+    
+    confidence_interval = (sample_mean - margin_of_error, sample_mean + margin_of_error)
+    
+    low = confidence_interval[0]
+    
+    high = confidence_interval[1]
+    
+    return low, high 
 
diff --git a/q02_confidence_interval/tests/__pycache__/__init__.cpython-36.pyc b/q02_confidence_interval/tests/__pycache__/__init__.cpython-36.pyc
index 2eb0cc486e78e2a412ba8dab98d1f27df5f7cde5..f64ef2fdd70cbee847b2c9dc7d184f3c3b686e55 100644
GIT binary patch
delta 50
zcmX@exP_6!n3tE!GD{_9B8RzLqJBnxZmNE9enw)hfq|udcz#iKaY15os(x~QO6tU{
FZ~$%f5BmTB

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

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..edc9ef0c34374e071bbad571f45844c1f4e29b1d 100644
GIT binary patch
delta 53
zcmeAX`Y*^~%*)GVnWYl5k>d@cT&aFWer~FMaehW(u7QE2et3RSc5y*sa;koEeoE?Q
Id8W5)0KZ=mkpKVy

delta 66
zcmew_*dxSY%*)GlBe6AVBgY#??I!(<{M=Oi#H5T&eV6>?(%jU%l4AYzqSVU7lKfo#
V#GD+3f};Ga)Z~)l%|c9X*#Hze7&rg`


From 3559754889900cf64d943089714915995052406d Mon Sep 17 00:00:00 2001
From: soham009 <sohamthaker17@gmail.com>
Date: Thu, 27 Dec 2018 06:11:16 +0000
Subject: [PATCH 2/3] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 174 -> 161 bytes
 q03_t_test/__pycache__/build.cpython-36.pyc   | Bin 523 -> 629 bytes
 q03_t_test/build.py                           |  14 ++++++++++++++
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 180 -> 167 bytes
 .../test_q03_t_test.cpython-36.pyc            | Bin 2307 -> 2294 bytes
 5 files changed, 14 insertions(+)

diff --git a/q03_t_test/__pycache__/__init__.cpython-36.pyc b/q03_t_test/__pycache__/__init__.cpython-36.pyc
index cac7d291ce27aa37820fd1dcd256be95534d4e6d..5f3b7a1d7329824b9b6f3873103371055c3dba78 100644
GIT binary patch
delta 50
zcmZ3-xR8;<n3tF9dZtRuL=JN~KmCmS+*JMI{EWn00|QI_@cg3e;)2BFRQ=@ql+=k?
FE&zQ`5KI67

delta 63
zcmZ3;xQ>y-n3tF9(7ooUi5%wI(fS$rxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu
SIXMaiMfq8&$tA@TV_g8O_ZGVV

diff --git a/q03_t_test/__pycache__/build.cpython-36.pyc b/q03_t_test/__pycache__/build.cpython-36.pyc
index d55dfcffc99b8ed252ef8a44fbaf9847ab10a066..0f65c44c625b0d285efaca9e8f1e38c6a19322c4 100644
GIT binary patch
delta 421
zcmYjN%SyvQ6rGt&9!*+5z>S+CL?|h^Q4ke`E)-lyK^TM(GE<r~FJ>l!(&D0a<tp?m
z1i!#<&>zUwty?#u;3RH(;huZX;odWkC;Wx4_Io{hmGp0ZApjp>BarG(Rf?ek3MfoK
z3<+#IM6|YIqBAWvC|W{dQjOwAK&<L~u%)XVtn#ce7+0&ot^~0bW2!IVLYt$xHUoSl
z_1IY8%uv-_V5Q>f^}v3AYvS|7wW^=(hZ<)&Pl;9(lNx0OF-Acmm{0UEFPZP^HKG&Z
z-1|ZXG7>ThiCOr!K~gee$W|qeWJ3C!i87JTfSc-0-xuCAPnjq3X^;+whu(G0XQBu~
z=7l+BUX)E3XPJ!FIqbW&^Y7I9JI#~23IN<gU1UKE8HjfjcRTABxO1szWm??v<_l_z
jvw-@cxaEeT?NodI23YOfQJT{-VaJ+cqLFOaINSISs1$5d

delta 339
zcmYk2ze~h06vvY^y_S}9cRF$MgrkTcBBBR6IXX#}5}TaYnzSWJ4}=2;-Nd2Xq~ITL
ze}w-?C&AI##mS`8J$R4D`@A1t-Y<T^SBJx4^fUS(ClG*duwlsNQ|o%q1_l@upnwGS
z86qC{3e3<GBtG*Peg<UFUQf0>+l#GVxWS|LbrLSo5;6ZCv|q=M?{Ci5=VPz)wV_6n
z*ch%&dZ4MS36`9emLWFlVw1X#T$?;2L7gtBX!shafnEG}lgum06M8$(lglb=BrlCl
z?i7EZrjiL2Vy9MB!82RU%NbXe=Txjd;qJEb?S|ONb2<Ushka!ntU@%JhKf^`W_qC<
c?MZ)fBLo(7;i;@xBlwy7l6ImZ7@}zK56c8pPXGV_

diff --git a/q03_t_test/build.py b/q03_t_test/build.py
index f966b62..d338a28 100644
--- a/q03_t_test/build.py
+++ b/q03_t_test/build.py
@@ -1,9 +1,23 @@
+# %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):
+    z_statistic, p_value = stats.ttest_1samp(a= df[df['Neighborhood'] == 'OldTown']['GrLivArea'], popmean= df['GrLivArea'].mean())
+    
+    t_stat = stats.norm.ppf(0.9)
+    
+    if p_value < t_stat:
+        test_result = np.False_
+    else:
+        test_result = np.True_
+    
+    return p_value, test_result
+
 
diff --git a/q03_t_test/tests/__pycache__/__init__.cpython-36.pyc b/q03_t_test/tests/__pycache__/__init__.cpython-36.pyc
index c48929092cfb36da263304e1c41ce26f2e59ebaa..06935cbb55fb76b61fb2e10a1a28a301cb85f21e 100644
GIT binary patch
delta 50
zcmdnOxSWy0n3tF9dZtRuL=JPg5dDn&+*JMI{EWn00|QI_@cg3e;)2BFRQ=@ql+=k?
FUI2h+5M%%V

delta 63
zcmZ3^xP_6!n3tF9Mq+E!L=JQ9ME#8X+*JL<q>M~`m;B_?+|<01V*T`@)XKz?{9OIS
SoE(LMqWrAX<dWivv0eb2Bo=M}

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..93441c85a70cf00ba0ee5019023ecef64ed0b983 100644
GIT binary patch
delta 53
zcmZn``X<O>%*)GlJyRuSBgbV%xoG{2{M=Oi;{1%nTmu73{qX#v?BasN<W&9S{FKzq
IY)pUI0M9HD-~a#s

delta 66
zcmew+*et|h%*)GlBe6AVBgbV%?F{{l{M=Oi#H5T&eV6>?(%jU%l4AYzqSVU7lKfo#
W#GD+3f};Ga)Z~)l%|99cvH<`Ih8XDp


From dd1a2eb3ef780dbfc9da2bad43ad9461e9e1d00b Mon Sep 17 00:00:00 2001
From: soham009 <sohamthaker17@gmail.com>
Date: Thu, 27 Dec 2018 06:13:25 +0000
Subject: [PATCH 3/3] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 177 -> 164 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 604 -> 677 bytes
 q04_chi2_test/build.py                        |  16 ++++++++++++++++
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 183 -> 170 bytes
 .../test_q04_chi2_test.cpython-36.pyc         | Bin 1938 -> 1925 bytes
 5 files changed, 16 insertions(+)

diff --git a/q04_chi2_test/__pycache__/__init__.cpython-36.pyc b/q04_chi2_test/__pycache__/__init__.cpython-36.pyc
index 07afcf050f12f3301d4c6770275250f5d539aa29..c24e0b2ef95afa7f98409476bfc712ded52389d7 100644
GIT binary patch
delta 50
zcmdnUxP+0zn3tF9dZtRuL=JPgK>dvT+*JMI{EWn00|QI_@cg3e;)2BFRQ=@ql+=k?
F?f`z<5Lf^J

delta 63
zcmZ3&xRH^=n3tF9(7ooUi5%wIarzngxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu
SIXMaiMfq8&$tA@TW8DF+_!h?i

diff --git a/q04_chi2_test/__pycache__/build.cpython-36.pyc b/q04_chi2_test/__pycache__/build.cpython-36.pyc
index 699bd6ac19c2845f16b2ff9f235a37aaeb9035d3..90878631a383470286c5312af645936a73b044cc 100644
GIT binary patch
delta 424
zcmYjN%Sr<=6iqU(bZU#Z5OE`ln=WdLt^^Su;6g-11u+OioZQmKOlM4HiiMUg)DIZ?
z4I=)FUog1y7hJhAGph#fJ@<rj?>))4`EFhB)oSj2xc#t25c)w2M{{(fL$!4hNZ<hV
zF~em=m{Fq1EHL`EATO9X!Vu;wVl+E%)~W8Xb(|IhSoU_jCg=dki^S^NQ)g&vbf(V4
zoH*InMkNH%OT*j<vfoWi=c~9m%gHci)~!szWA+&j6nG7q6VYMr4G%zF$(|3)=}34=
z_#-p@Zf}=4u{YvD3ff)N$tgU?;3pthH35})5>y%_pGdme)Zb;R8->tPQJ079_I~Rw
zk^>cUA6kASVE%zmW_7JYc%3Yh6+$s3HjzvErcq&4<@e(8j!Jl<Wbw}2j`>h<C9Q&3
s!!(S?(kW^xfeX)9BU$`OIiNJKkgBEbAdEyBz@ed;Dzwza#a7q)2Ps-;yZ`_I

delta 351
zcmYjNJx{|x3_T~8kEUu>F|trLI+P$-5#nn=2o}a;K-c&}Qj+GlODig|!OBo&W@O+m
zMct725lmb%)zY(`t@mu%U(T9dAN6{{VED--5b{Gd!ZQ5SK<}A^1R*0+V9+v)*}|Su
zwBCR@Xd`_m%w64$`<~Id1{aO-YV~pEzEbp`$m(~eb1N{N=ghvT`mhU5bpT@=d9{Tx
zbEHZm!Ms?B=aNqtjgs`RrgFhEW@8c8zIc%$Dg}NM)iJaG?!%<WMaU;f8eSIBJQuT4
zhmT4ud0FHk&$6LZ#ngCowT5%;8xw(T7{C^&uHhq(b#;`=<-RU?sg+}TwJZ4yxmL6(
kd?h$OM0%l`i&|5=dm{y{?l>=So{5v@W4h4>;9G(B57U=ak^lez

diff --git a/q04_chi2_test/build.py b/q04_chi2_test/build.py
index 4f20455..f71a40b 100644
--- a/q04_chi2_test/build.py
+++ b/q04_chi2_test/build.py
@@ -1,10 +1,26 @@
+# %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):
+    SalesPrice = pd.qcut(df['SalePrice'], 3, labels=['High','medium','low'])
+    
+    freqtab = pd.crosstab(df['LandSlope'],SalesPrice)
+    
+    chi2,p_value,dof,expected = stats.chi2_contingency(freqtab)
+    
+    if p_value < 0.05:
+        test_result = np.True_
+    else:
+        test_result = np.False_
+    
+    return p_value, test_result
+
 
diff --git a/q04_chi2_test/tests/__pycache__/__init__.cpython-36.pyc b/q04_chi2_test/tests/__pycache__/__init__.cpython-36.pyc
index 45a1b92bf8f907964bb7391c2292492de4735b27..2d59121ca2ff8c53e7d996ae23264f143584694f 100644
GIT binary patch
delta 50
zcmdnaxQda(n3tF9dZtRuL=JPgaQ%$@+*JMI{EWn00|QI_@cg3e;)2BFRQ=@ql+=k?
Fz5s#q5O4qh

delta 63
zcmZ3*xSf&1n3tF9Mq+E!L=JQ96#b0++*JL<q>M~`m;B_?+|<01V*T`@)XKz?{9OIS
SoE(LMqWrAX<dWivvAzJFB^G)B

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..d13352efe98e6e887872a55a35d4202fa4e97f94 100644
GIT binary patch
delta 53
zcmbQl-^$Nn%*)GlJyRuSBgZjDxkUYp{M=Oi;{1%nTmu73{qX#v?BasN<W&9S{FKzq
JKN)AT0sy?I5&r-H

delta 66
zcmZqWpTy5$%*)GlBe6AVBgZjD?L7UA{M=Oi#H5T&eV6>?(%jU%l4AYzqSVU7lKfo#
W#GD+3f};Ga)Z~)l&2JcIvH}3?Vi*Yk