From 48d313903c1c041339463b63c15247016406743a Mon Sep 17 00:00:00 2001 From: iampa1 Date: Tue, 15 Jan 2019 07:59:49 +0000 Subject: [PATCH 1/9] Done --- __pycache__/__init__.cpython-36.pyc | Bin 163 -> 148 bytes .../__pycache__/__init__.cpython-36.pyc | Bin 177 -> 162 bytes .../__pycache__/build.cpython-36.pyc | Bin 381 -> 349 bytes q01_load_data/build.py | 5 +++++ .../tests/__pycache__/__init__.cpython-36.pyc | Bin 183 -> 168 bytes .../test_q01_load_data.cpython-36.pyc | Bin 2053 -> 2038 bytes 6 files changed, 5 insertions(+) diff --git a/__pycache__/__init__.cpython-36.pyc b/__pycache__/__init__.cpython-36.pyc index f93420f1df521b2061e98adf856c4586bc03a389..f851ef0cb4da635847b1d18ff2379551656be573 100644 GIT binary patch delta 48 zcmZ3?IE9hJn3tF9^(5Pvi5%uKj`|t-xvBb@iMa)dhWg?8McKs#iOH$@$@wX%6SFJ< DXmJnt delta 63 zcmbQjxR{Z{n3tF9*uCbci5%wI0s0yFxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu SIXMaiMfq8&$tA@Tqb&iY^cIf* diff --git a/q01_load_data/__pycache__/__init__.cpython-36.pyc b/q01_load_data/__pycache__/__init__.cpython-36.pyc index 29d3927ae0e2cb43c7a5b55a324191d259d83315..6a1532df57ccb8ca0dbeba955ed92df1156c2c22 100644 GIT binary patch delta 48 zcmdnUxQLO%n3tF9^(5Pvi5%uK{`wjDxvBb@iMa)dhWg?8McKs#iOH$@$@wX%6SLd_ DZ&eU5 delta 63 zcmZ3)xRH^=n3tF9*uCbci5%wIarzngxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu SIXMaiMfq8&$tA@Tqul|oP8P=i diff --git a/q01_load_data/__pycache__/build.cpython-36.pyc b/q01_load_data/__pycache__/build.cpython-36.pyc index ef1e2034931228e202cf991eb526b966239fa9b8..652a3ce446a7bb45c1e0d0e787a0f5b56acc99d6 100644 GIT binary patch delta 177 zcmey%beD2KczG$)s7j+D+a0MU}9kb084QvM*si- delta 235 zcmcc1^p}a#n3tF9g2LRWg%dfm>X{fA7(mz=h>Q7vLz*Q}arS_0x+|D-%odbM+H*auf=R^0QKtfucE?d8vs-6R((tv4gB;0TK+1T#Q8= wKw6XK7F$7LUP@wd5y)*tAW5(U*cv1Pr1chuO>TZlX-=vgNG;eP4ki|60PhYvM*si- diff --git a/q01_load_data/build.py b/q01_load_data/build.py index 1fea6ca..beb587e 100644 --- a/q01_load_data/build.py +++ b/q01_load_data/build.py @@ -1,3 +1,4 @@ +# %load q01_load_data/build.py # Default imports import pandas as pd @@ -5,4 +6,8 @@ # Write your code here : +def load_data(path): + return pd.read_csv(path) + + diff --git a/q01_load_data/tests/__pycache__/__init__.cpython-36.pyc b/q01_load_data/tests/__pycache__/__init__.cpython-36.pyc index b882452f1ac25c1cab20fd3d36a52dbd40711071..96f53938df7630a26854dc6fc437c11766b7fc0a 100644 GIT binary patch delta 48 zcmdnaxPpM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAX&`9;~q1&PV2`pNkzshh7e H>ahU;x#1C$ delta 66 zcmeyy-zvai%*)HQLSb&yMvf(n+IjjJ`MIh3iAfom`Y!p&rManjCB^#bMX8mECHcAf Wi8(n61x5K;smUe9n@=$6u>k<;m=|RL From 7c556a7c72494cca1aaf51a638208f20c923167e Mon Sep 17 00:00:00 2001 From: iampa1 Date: Tue, 15 Jan 2019 08:02:52 +0000 Subject: [PATCH 2/9] Done --- .../__pycache__/__init__.cpython-36.pyc | Bin 181 -> 166 bytes .../__pycache__/build.cpython-36.pyc | Bin 511 -> 518 bytes q02_data_splitter/build.py | 9 +++++++++ .../tests/__pycache__/__init__.cpython-36.pyc | Bin 187 -> 172 bytes .../test_q02_data_splitter.cpython-36.pyc | Bin 2990 -> 2975 bytes 5 files changed, 9 insertions(+) diff --git a/q02_data_splitter/__pycache__/__init__.cpython-36.pyc b/q02_data_splitter/__pycache__/__init__.cpython-36.pyc index 67f0b61c40f50d08951c271156aef243da143420..ac6384c89be25a1fe2726305414cd40963d3b200 100644 GIT binary patch delta 48 zcmdnWxQvm*n3tF9^(5Pvi5%uK!TK5bxvBb@iMa)dhWg?8McKs#iOH$@$@wX%6SKSl DaZM0F delta 63 zcmZ3+xRsH^n3tF9*uCbci5%wIN%|T2xvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu SIXMaiMfq8&$tA@TqrCyK`WDv! diff --git a/q02_data_splitter/__pycache__/build.cpython-36.pyc b/q02_data_splitter/__pycache__/build.cpython-36.pyc index 412515bf30341aff422fe5f22e3bd95cc7d3f410..cf6d8a7980bdf6e50cc025c66b209b47efbb25a1 100644 GIT binary patch delta 278 zcmey*+{U78%*)HQc(QFw03!p#V+JI^1Y|n^ak0fjWp#m6)>M{e#u%n3wkY;gc1DJY zUcvP;K-n6GEQS=u6s8pBUZz?`Adj(@sfMwJDUB(ZL6gPr7H4o`PHI3=W^(FFpal$? zjJH@4D>92UnQpP96y+BbF@pq|Z!x8$-C~Tm#aOwLp@<78^eaF=BR@A)KQl46Akk1i zJijQrxF9h(RX;gDB~?EsGcPr_8@%e~YoAh!eyC k8HYr01G%?2Y;yBcN^?@}K-L$7RPZozFmkYPu<|eh08rdLHvj+t delta 264 zcmZo;`OmCu%*)GlLTzpo7b641V+JI^1Y|n^ak0ikW%Y?s!Sx0}P7OmALkbYKG66}Z zR;Dy2NrqZRBvEFt2vZGX4NxwaL6gPrCD34om;ZsFhy}>fWW2?anUkNa$$X0`CG8et z#4X0kl?+9kK&fBx`WgATsrrdY8JYSn`N^fZsd**E`sqcfm5C+!e7X9GIXMaiMfq8& z$tA^;RT=%c#TbPci?~6ivQ4gMbTwlGGQoVXc}N5oP~sMcO>TZlX-=vg$ZN$QwLFX* Hj2x^059&P? diff --git a/q02_data_splitter/build.py b/q02_data_splitter/build.py index cf517fe..b0b6f05 100644 --- a/q02_data_splitter/build.py +++ b/q02_data_splitter/build.py @@ -1,3 +1,4 @@ +# %load q02_data_splitter/build.py # Default Imports from greyatomlib.linear_regression.q01_load_data.build import load_data import pandas as pd @@ -5,4 +6,12 @@ # Your Code Here +def data_splitter(df): + X=df.drop('SalePrice',axis=1) + y=df.SalePrice + return X,y + +x,y =data_splitter(df) +y + diff --git a/q02_data_splitter/tests/__pycache__/__init__.cpython-36.pyc b/q02_data_splitter/tests/__pycache__/__init__.cpython-36.pyc index e7e9527b24061ee31b27153bc01eeaec480ce46a..7a972b291381d16b72087239201a8ff1339f961e 100644 GIT binary patch delta 48 zcmdnZxQ3C#n3tF9^(5Pvi5%uKk@^|=xvBb@iMa)dhWg?8McKs#iOH$@$@wX%6SD#V DbU_eU delta 63 zcmZ3(xSNr~n3tF9Mq+E!L=JQ94E>D!+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAX&`9;~q1&PV2`pNkzshd5R G(l`O14iK0C delta 66 zcmbO)zD}IOn3tF9Mq+E!Mh;OX?K1t0{M=Oi#H5T&eV6>?(%jU%l4AYzqSVU7lKfo# V#GD+3f};Ga)Z~)l&6Z4QoB-Kc7RCSo From 0e3827627ae6476d7338651901d1fb7afdc28126 Mon Sep 17 00:00:00 2001 From: iampa1 Date: Tue, 15 Jan 2019 08:06:53 +0000 Subject: [PATCH 3/9] Done --- .../__pycache__/__init__.cpython-36.pyc | Bin 185 -> 170 bytes .../__pycache__/build.cpython-36.pyc | Bin 674 -> 609 bytes q03_linear_regression/build.py | 7 +++++++ .../tests/__pycache__/__init__.cpython-36.pyc | Bin 191 -> 176 bytes .../test_q03_linear_regression.cpython-36.pyc | Bin 3445 -> 3430 bytes 5 files changed, 7 insertions(+) diff --git a/q03_linear_regression/__pycache__/__init__.cpython-36.pyc b/q03_linear_regression/__pycache__/__init__.cpython-36.pyc index b8f4cc0c3ac2253c24ae849d389911596ecbe199..c020fec2c156760472a4fb46b8bdbdf0ad282ddc 100644 GIT binary patch delta 48 zcmdnVxQda(n3tF9^(5Pvi5%uK;rbc*xvBb@iMa)dhWg?8McKs#iOH$@$@wX%6SMpQ Db43tP delta 63 zcmZ3*xRa5?n3tF9*uCbci5%wIY5E!YxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu SIXMaiMfq8&$tA@Tqx}K2rWWS_ diff --git a/q03_linear_regression/__pycache__/build.cpython-36.pyc b/q03_linear_regression/__pycache__/build.cpython-36.pyc index d3a347e148402f46a537c18328b042c8b3891cbe..022e6c35e6f10a306e2e2062aaf08a1f45be92e3 100644 GIT binary patch delta 193 zcmZ3)`jCawn3tC;dWvn#)`^_QqnH>N7?^?B8HkJdfJ6yHGeZ_*4MPoMGgB~wCZnGw zQxOYLJc>CjvqY2W7GuRN#>$lpMeIPaUm^M#`MIh3nTfdtiH7>&`9;~q1&PV2`pNkz zsgqL~eR#P*#)9l%U@YRCe28&@-7Ut5A~qnuh!aGBOhFLRSj08CnQ?(b5lEzn9Yk<}2$0!G1W3~@4x8Nk Yl+v73J4PU{7^I8`XaElr2O|$N0P&GMGynhq diff --git a/q03_linear_regression/build.py b/q03_linear_regression/build.py index 03ab5ff..323f8e8 100644 --- a/q03_linear_regression/build.py +++ b/q03_linear_regression/build.py @@ -1,3 +1,4 @@ +# %load q03_linear_regression/build.py from greyatomlib.linear_regression.q01_load_data.build import load_data from greyatomlib.linear_regression.q02_data_splitter.build import data_splitter from sklearn.linear_model import LinearRegression @@ -6,5 +7,11 @@ X, y = data_splitter(dataframe) # Write your code here : +def linear_regression(x,y): + return LinearRegression().fit(x,y) + + + + diff --git a/q03_linear_regression/tests/__pycache__/__init__.cpython-36.pyc b/q03_linear_regression/tests/__pycache__/__init__.cpython-36.pyc index 739e010254c4aee7c6b51f69b91ab99a2d9a6669..0348d77eb35cb32c799514d34da18689ad5aa9fb 100644 GIT binary patch delta 48 zcmdnbxPg(wn3tF9^(5Pvi5%uKvHBVLxvBb@iMa)dhWg?8McKs#iOH$@$@wX%6SG1A Db~zAe delta 63 zcmdnMxSx^3n3tF9Mq+E!L=JQ99Q};^+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAX&`9;~q1&PV2`pNkzshjJW HzHtEn#<3DJ delta 66 zcmaDR^;L?)n3tDpx8~fajT}Bq+I9LF`MIh3iAfom`Y!p&rManjCB^#bMX8mECHcAf Wi8(n61x5K;smUe9n+uq}aRC7T%@`yA From bf303ac88185ec374a0cc6978f3bae5985d1898d Mon Sep 17 00:00:00 2001 From: iampa1 Date: Tue, 15 Jan 2019 08:10:37 +0000 Subject: [PATCH 4/9] Done --- .../__pycache__/__init__.cpython-36.pyc | Bin 184 -> 169 bytes .../__pycache__/build.cpython-36.pyc | Bin 943 -> 927 bytes q04_linear_predictor/build.py | 9 +++++++++ .../tests/__pycache__/__init__.cpython-36.pyc | Bin 190 -> 175 bytes .../test_q04_linear_predictor.cpython-36.pyc | Bin 4415 -> 4400 bytes 5 files changed, 9 insertions(+) diff --git a/q04_linear_predictor/__pycache__/__init__.cpython-36.pyc b/q04_linear_predictor/__pycache__/__init__.cpython-36.pyc index 3c623bd6da3ad73aff4fb7c2f7cab4fa4d1d9027..2e7d665d25b4c80452af317cc891cb2155d99f26 100644 GIT binary patch delta 48 zcmdnNxRQ~>n3tF9^(5Pvi5%uKVfq>QxvBb@iMa)dhWg?8McKs#iOH$@$@wX%6SMpP Da>o!% delta 63 zcmZ3 diff --git a/q04_linear_predictor/__pycache__/build.cpython-36.pyc b/q04_linear_predictor/__pycache__/build.cpython-36.pyc index 2e68f8e025d81247804c456c0f6eacc9e98ec411..6e283619494197c2baefbdb3c4d3ebb245fd870e 100644 GIT binary patch delta 187 zcmZ3_KA)Y_n3tEUc&cs8?~R=E8Cjy3a&jkcW0Y6qXJBCX6|A3;pPQNpOI84=s+bE%FfejKVUZw^=cg%n%W(1oCWXm8OgDo$fg(j9 zRZ%=SnR%&+Me(^n19HGBi$E435g-$9ao7MAl;)(`F#~zUAR!(`2oz!F0J6AP0C>76 Aq5uE@ delta 192 zcmbQwzMh@an3tDpir&1a?;APiGxFWy$;r%1O)QGf%}+_qnY@Nk-avqXf#Fw@enx(7 zs(xZpMy9??esXDUYFta{yUf FEC7M~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAXv|owCn3tF9Mq+E!MvfUw+BNza`MIh3iAfom`Y!p&rManjCB^#bMX8mECHcAf Wi8(n61x5K;smUe9oA)r4@Bsh>@faNd From 877fe1fe02fda8ab30108c42ba7b8f75ca1d85ff Mon Sep 17 00:00:00 2001 From: iampa1 Date: Tue, 15 Jan 2019 08:12:33 +0000 Subject: [PATCH 5/9] Done --- .../__pycache__/__init__.cpython-36.pyc | Bin 177 -> 162 bytes .../__pycache__/build.cpython-36.pyc | Bin 884 -> 846 bytes q05_residuals/build.py | 5 +++++ .../tests/__pycache__/__init__.cpython-36.pyc | Bin 183 -> 168 bytes .../test_q05_residuals.cpython-36.pyc | Bin 2991 -> 2976 bytes 5 files changed, 5 insertions(+) diff --git a/q05_residuals/__pycache__/__init__.cpython-36.pyc b/q05_residuals/__pycache__/__init__.cpython-36.pyc index 82a3d44a519af94036d128d3e671dca8b34431d9..12043e34c5d78a86f8ed149a0e1b98c6ae4eb1f0 100644 GIT binary patch delta 48 zcmdnUxQLO%n3tF9^(5Pvi5%uK{`wjDxvBb@iMa)dhWg?8McKs#iOH$@$@wX%6SLd_ DZ&eU5 delta 63 zcmZ3)xRH^=n3tF9*uCbci5%wIarzngxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu SIXMaiMfq8&$tA@Tqul|oP8P=i diff --git a/q05_residuals/__pycache__/build.cpython-36.pyc b/q05_residuals/__pycache__/build.cpython-36.pyc index 73e9d89d1da2e86ae1e645d19bd70fdbb06929aa..fe1fb0cead2ce5fb2aa579b1331caf361ce703af 100644 GIT binary patch delta 127 zcmeyuc8-nHn3tF9#Z=pvl^Z$L7=xG?7#Kj<8HkHHfJ6;L4Wk4@FoPze-%18erdy1a zx7aG<3yM-xir9hDVB(jLenx(7s(xl-Zb71Lk*(@LoHJcQ!s-jqu)vf zP3BvSmABX`;|q#XQ=<4&i;D7#;)_y?GgC?vbBc@DfqKBiuW0>@{M=Oi#H5T&eV6>? z(%jU%l4AYzqSVU7lKfo##GD+3f};Ga)MTJ&PG(+eBG8!0U5v&&{2;qofCK|0$L8aV YIgHXE7ZnQu2_8l$Wa0p_xEMuP08Iff+5i9m diff --git a/q05_residuals/build.py b/q05_residuals/build.py index aaef679..8dc6584 100644 --- a/q05_residuals/build.py +++ b/q05_residuals/build.py @@ -1,3 +1,4 @@ +# %load q05_residuals/build.py # Default Imports from greyatomlib.linear_regression.q01_load_data.build import load_data from greyatomlib.linear_regression.q02_data_splitter.build import data_splitter @@ -12,3 +13,7 @@ # Your code here +def residuals(y,y_pred): + return y-y_pred + + diff --git a/q05_residuals/tests/__pycache__/__init__.cpython-36.pyc b/q05_residuals/tests/__pycache__/__init__.cpython-36.pyc index 95e65ccd2dd251b70766c771252fb635dbf19159..e3b919b62b707bac386e4b1422c37376011cc80b 100644 GIT binary patch delta 48 zcmdnaxPpM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAX&`9;~q1&PV2`pNkzshjsR Hec%89vK0~u delta 66 zcmZ1=zFwTen3tF9Mq+E!MvfjP?L7UA{M=Oi#H5T&eV6>?(%jU%l4AYzqSVU7lKfo# W#GD+3f};Ga)Z~)l%^R3LZ~y@F02ns_ From d97e589251187690fd0f1bebbc6be3c5f17dc871 Mon Sep 17 00:00:00 2001 From: iampa1 Date: Tue, 15 Jan 2019 08:17:16 +0000 Subject: [PATCH 6/9] Done --- .../__pycache__/__init__.cpython-36.pyc | Bin 182 -> 167 bytes .../__pycache__/build.cpython-36.pyc | Bin 1195 -> 1076 bytes q06_plot_residuals/build.py | 7 ++++++- .../tests/__pycache__/__init__.cpython-36.pyc | Bin 188 -> 173 bytes .../test_q06_plot_residuals.cpython-36.pyc | Bin 1079 -> 1050 bytes 5 files changed, 6 insertions(+), 1 deletion(-) diff --git a/q06_plot_residuals/__pycache__/__init__.cpython-36.pyc b/q06_plot_residuals/__pycache__/__init__.cpython-36.pyc index cbab384bf6d1bdf9760c6fc6b61ce563bac9f8ad..5f41a435bea02ebdbc0b7bd43f7e66b4303ce47c 100644 GIT binary patch delta 48 zcmdnSxSWy0n3tF9^(5Pvi5%uKA^I8lxvBb@iMa)dhWg?8McKs#iOH$@$@wX%6SI5( Damx@y delta 63 zcmZ3^xQ&s+n3tF9*uCbci5%wI$@&@jxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu SIXMaiMfq8&$tA@TqkRCfr54)& diff --git a/q06_plot_residuals/__pycache__/build.cpython-36.pyc b/q06_plot_residuals/__pycache__/build.cpython-36.pyc index 67ae5f63df0fc81d32b9402a406418522d2aa070..987d4fd9ae0ca53e9db40b62c0b9293f63797acb 100644 GIT binary patch delta 380 zcmYjN%Syvg5WRDg(j<@p($fI*NWtZ#@$0^0V+4{yP)K^2h?pL&to zy}Ot007pugN=EV_kRHz9CNPtxzISGka4{du*DgVp(wTAW`RZ|qC-g`bZW3hS-z~7f Mpxgo*EZxxl0IS|lq5uE@ delta 518 zcmYjNJx?4l5VgH~`vu2+a3mxZ3KG&*TTmb&geZa(niL?R$U+cv9$=A|J=s2qJ0VeQ zS_*U>1%04QenEZ&#kPoozmO`k8<6nG&u?b@-dO$}+=q+H&1Q79a?9@=LLSMRIOcHhfTMn4Fj zm;Mfkr>-B)CR=p%auuyDIi=E<&K0E{iF2Qq+=L2x51=xDAdA0<#rtH2n7oRo%Vryn_B1E#7v{;lIXCKdZjZ^mV2ll zYT&-<3u{4_4VzkpnsX%%L2++XpD`=xsBA%Hbf8}*nV&?@px58;$w{6;A`VZ| delta 63 zcmZ3>xQCI$n3tF9Mq+E!L=JQ9O#O`f+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAXJ;ZQ} YqcktGqy%W~wYbDNu{d>Ng80OawQP();UebA z){J_LER(YswY4ksGxBp&^%IjaGWA{ZlS^|`^Gb^K(~D9o6HD@Q^%HY)6bg#+vr>~w ziYISm%wy!3tiW^-sP_?*BO~u*73MZ=cA$~PAQy8ma Date: Tue, 15 Jan 2019 08:19:04 +0000 Subject: [PATCH 7/9] Done --- .../__pycache__/__init__.cpython-36.pyc | Bin 182 -> 167 bytes .../__pycache__/build.cpython-36.pyc | Bin 1061 -> 1089 bytes q07_hist_residuals/build.py | 6 +++++- .../tests/__pycache__/__init__.cpython-36.pyc | Bin 188 -> 173 bytes .../test_q07_hist_residuals.cpython-36.pyc | Bin 1091 -> 1076 bytes 5 files changed, 5 insertions(+), 1 deletion(-) diff --git a/q07_hist_residuals/__pycache__/__init__.cpython-36.pyc b/q07_hist_residuals/__pycache__/__init__.cpython-36.pyc index 48235745c56746569f0462b859a0f4a1c0cad2ad..bd7caabb6bb5605d337f5841bbd6416b19e8f596 100644 GIT binary patch delta 48 zcmdnSxSWy0n3tF9^(5Pvi5%uKA^I8lxvBb@iMa)dhWg?8McKs#iOH$@$@wX%6SI5( Damx@y delta 63 zcmZ3^xQ&s+n3tF9*uCbci5%wI$@&@jxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu SIXMaiMfq8&$tA@TqkRCfr54)& diff --git a/q07_hist_residuals/__pycache__/build.cpython-36.pyc b/q07_hist_residuals/__pycache__/build.cpython-36.pyc index e030b2b517107e81e7084557aeaf3a60f94a0cde..4e1c5abfb6ea6d7c5f95e056f9941f8f3cd8c5cd 100644 GIT binary patch delta 272 zcmZ3=agamVn3tC;ce-s%KQjZvV+JI^0%SV?aq*&w%3iTNS-dIi&5Vo;sf;Nc&5Tie zsm!T-&5SWjQT$N?sjR8|sRGSRQG%)Lse)iOa|}zAP?T_#NR((QXR1J|5KvYug(rn8 zg}a3@N<39ORSaZW3R^IPChx=@QLItSiRtN+g%}UX1nOtx=cejsCgv6-8tRAV7iAY0 zBqpcoC+DZ6PX5p6CM^td707uEj694*{6Jchv4|Z+No-DF@?qrXD=yD0NzRB*N=(j9 m%}bfQnmJk-=skvFDImcE)C7TCj9g3{KsFbn2qPB@7YhI_H8?f^ delta 229 zcmX@ev6MsEn3tE!!D?QV9y0^OV+JI^0%SV?aq)zS%3j`#DeTRRQM{?lsl3gMF-%c> zQT(Z_seGyY%}h}OsqCo&U^a6MOO#-gP?T_#NGfM4f2tr*Ry2h>g)@b#g)vGjg)Nvt zlV{?osL7g)hqM#)GxBp&^%IjaGWA{ZlS^|`^Gb^K(~D9o6HD@Q^%HY)6bg#+vr>~w ziYK!(xiJb&_G6M{7LPKVe2+ delta 63 zcmZ3>xQCI$n3tF9Mq+E!L=JQ9O#O`f+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAXWis_M@^e%5GZS+Q5)Jjk^NX^J3lfu4^^@~cQa7Jr HEN21$wp$Ul delta 66 zcmdnOahQX{n3tDJ+-hFbMvj?`+7 Date: Tue, 15 Jan 2019 08:33:02 +0000 Subject: [PATCH 8/9] Done --- .../__pycache__/__init__.cpython-36.pyc | Bin 180 -> 165 bytes .../__pycache__/build.cpython-36.pyc | Bin 1116 -> 1154 bytes q08_qq_residuals/build.py | 8 +++++++- .../tests/__pycache__/__init__.cpython-36.pyc | Bin 186 -> 171 bytes .../test_q08_qq_residuals.cpython-36.pyc | Bin 1059 -> 1044 bytes 5 files changed, 7 insertions(+), 1 deletion(-) diff --git a/q08_qq_residuals/__pycache__/__init__.cpython-36.pyc b/q08_qq_residuals/__pycache__/__init__.cpython-36.pyc index 806902296c0a8d32d1f1151fb1dd1826c94a17b2..5ef3ccaa48065584de185c09443021fe43bcdc50 100644 GIT binary patch delta 48 zcmdnOxRjB@n3tF9^(5Pvi5%uKLHZf_xvBb@iMa)dhWg?8McKs#iOH$@$@wX%6SKSk DaL*7t delta 63 zcmZ3=xP_6!n3tF9*uCbci5%wIiTWA&xvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu SIXMaiMfq8&$tA@TqrCvJPZrYv diff --git a/q08_qq_residuals/__pycache__/build.cpython-36.pyc b/q08_qq_residuals/__pycache__/build.cpython-36.pyc index d42be94ca16e44654fcdf06fd119823a42e764cf..83169c4d65545583c9ca2fa0ae85c8588dc20e85 100644 GIT binary patch delta 486 zcmZ8eyGjE=6rDSpn9b(lD=(i2snQrk3kwyAy$T}2B@)J+t8TJ!*PRs+1i{!^NGdb z#W_k-i7I+JFD;pQV7MSt2dtL;jB?aqkaj>T+BiAIC{F#MxQD0V{V=w4Es0k}e@@ z!!45_`6Gvaon+e0*d0Ki%@VG2K{bwCb#d(S(s#X3tK$>|UeF3iIr2)l>V*Xv?fSJ> zKli#+cSP40EA=BU=qO*qOWc zx{#RkZ(MPL8D%^E&9Vwbs0PUxv=((;Pm-(pLt|~<(nhgcoa0Z)>cPO=&{wZq+S1?k W^ZqRSZVN1Kf(52wYSn@QScz{qZ*kNB delta 430 zcmYjLF-yZh7`?kBG)-G$+qAXXLFkmlAUcVNsH3=ugGW)*-lt7Tns|2|3W8u=9ZGk1 z!OedY+ysAwgLuhe@3{B9d*8=<-&66^?Cw-5*8Scql^Q}{XzA#RAF3zb=iQ4QL#z1{&06xJPK6I$%H@oEf1FC_p3UT2H4<+M;W;4MlLEsk-Z|$gF2X zH(22uxuyB{cyWoh9}SguoFzI6BpTrd#IPicyl5CPq(-%~R3FDYa!IPQKuD@5VJuxO zHH7q~pk~73ekP?xG7bH{i&GmokNGtR5wM9LiZ{e7%Kqod8^#fMet#HvC-GnsL3=EP zcgJDs%Q*7wEU_~`jb3cmNB!q*^Rdf`T@&C1mi7m}kiiI6)>3=3)W0C*> diff --git a/q08_qq_residuals/build.py b/q08_qq_residuals/build.py index bb05f08..0d38cc2 100644 --- a/q08_qq_residuals/build.py +++ b/q08_qq_residuals/build.py @@ -1,3 +1,4 @@ +# %load q08_qq_residuals/build.py # Default Imports from greyatomlib.linear_regression.q01_load_data.build import load_data from greyatomlib.linear_regression.q02_data_splitter.build import data_splitter @@ -10,7 +11,7 @@ import pylab import scipy.stats as stats - +import statsmodels.api as sm dataframe = load_data('data/house_prices_multivariate.csv') X, y = data_splitter(dataframe) @@ -20,3 +21,8 @@ # Your code here +def qq_residuals(error_residuals): + sm.qqplot(error_residuals,line='r') +qq_residuals(error_residuals) + + diff --git a/q08_qq_residuals/tests/__pycache__/__init__.cpython-36.pyc b/q08_qq_residuals/tests/__pycache__/__init__.cpython-36.pyc index 320d34e7644683cb641d531d65944c39304a7ca3..6648ed158cbc5c38407a3bca6224c3ca8ed3b5a0 100644 GIT binary patch delta 48 zcmdnRxSEl}n3tF9^(5Pvi5%uK5&9YVxvBb@iMa)dhWg?8McKs#iOH$@$@wX%6SD#U DbHfl+ delta 63 zcmZ3@xQmg)n3tF9Mq+E!L=JQ9bp4F{+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAX Date: Tue, 15 Jan 2019 08:52:03 +0000 Subject: [PATCH 9/9] Done --- .../__pycache__/build.cpython-36.pyc | Bin 1154 -> 1164 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/q08_qq_residuals/__pycache__/build.cpython-36.pyc b/q08_qq_residuals/__pycache__/build.cpython-36.pyc index 83169c4d65545583c9ca2fa0ae85c8588dc20e85..60bf3d5bd4ce8a1c85cca982068853e7e460269b 100644 GIT binary patch delta 267 zcmZqT?BP^4=H=xom~9(#gPDQhF#{4{0kR!{xcJ0GQFSiDsrK$yD}KNidr^h9ycWN;*m=N;Z`$jCGK6=RZ+1jt4vAi=;`#0Mlb6*ea@O=6Vd zFD^+eDbCGLNzEzNODxEYVg?dLTtF3*|1q2BaswG)^+h}&7J}dfa&K|i05z88q}l=f b$WW{_Ii5wFkBf-Drc%#ssvD0CWR}7yM-Z2cH*ne zf(k%0OBk{kYZy`(Q)=D2!aR5y~SYzR9c#oY6tWo fL$Lyo;9*2SE=DdU4n{6U4rUIZC>Ns$BNqz*%Mvw5