From b988a7a9071f0a0d23030c38a24bbe9f88a5e56d Mon Sep 17 00:00:00 2001 From: sunilhariharan Date: Tue, 13 Nov 2018 14:22:09 +0000 Subject: [PATCH 1/8] Done --- __pycache__/__init__.cpython-36.pyc | Bin 163 -> 156 bytes .../__pycache__/__init__.cpython-36.pyc | Bin 177 -> 170 bytes .../__pycache__/build.cpython-36.pyc | Bin 381 -> 400 bytes q01_load_data/build.py | 6 ++++++ .../tests/__pycache__/__init__.cpython-36.pyc | Bin 183 -> 176 bytes .../test_q01_load_data.cpython-36.pyc | Bin 2053 -> 2046 bytes 6 files changed, 6 insertions(+) diff --git a/__pycache__/__init__.cpython-36.pyc b/__pycache__/__init__.cpython-36.pyc index f93420f1df521b2061e98adf856c4586bc03a389..a674bc8321aa7d43f5a9061d04a6e42946316e1f 100644 GIT binary patch delta 56 zcmZ3?IERtLn3tF9#obrY6FJOPJoPj3b5r$;OY<^wG7^h2fjBWwKRmxEySN}RIaNP7 KKP7cymL&i*OcbO5 delta 63 zcmbQkxR{Z{n3tF9*uCbci5%wI0s0yFxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu SIXMaiMfq8&$tA@TlPv+K{1%@8 diff --git a/q01_load_data/__pycache__/__init__.cpython-36.pyc b/q01_load_data/__pycache__/__init__.cpython-36.pyc index 29d3927ae0e2cb43c7a5b55a324191d259d83315..077835c6a19a5b23fd14672c74c6f75f4a623a28 100644 GIT binary patch delta 56 zcmdnUxQda(n3tF9#obrY6FJOP!u2!qb5r$;OY<^wG7^h2fjBWwKRmxEySN}RIaNP7 KKP7cymOB7EfE3&S delta 63 zcmZ3*xRH^=n3tF9*uCbci5%wIarzngxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu SIXMaiMfq8&$tA@TlidNaRuE5g8mlHYj>RA~W7@UE)SOiFvFk~^-Fr+Z1Fr_f}GS@QJFa|Sd zviP|bF#;tunQn1r=B1=o#3$$H++xc}O-xBG0tzw}q}<{t0`lUMi_3s~mV(5Rj9W}8 zX)76uIDqWWF!`40&!xVet3RSc5wkmVsff}a(+tc#Md@qoFI3w z00{<00mdROAg#%Ai>)9rFD0?K2qa#_1|mQbV3Uyukk(rqHo5sJr8%i~%s?L4APy!L F764hvJ;VS2 delta 236 zcmbQh{FjN-n3tF9g2LRWg%dgR>X{fA7@UE)m=8#lFk~^-Ff=pPGS)B#GiWmUX)@hn zDoDA-QIwjP5}#aL2IR98B$i~{;!H^_NlYtB%uQX%P{an*`YT#LBR@A)KQSpIQ{N>& zximL5ucTN%y(qOZu_QlNKQSjqp`a)~D>WG?nvLB A&Hw-a diff --git a/q01_load_data/build.py b/q01_load_data/build.py index 1fea6ca..9889333 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 +6,9 @@ # Write your code here : +def load_data(path): + df = pd.read_csv(path, index_col=False, header=0) + return df + + diff --git a/q01_load_data/tests/__pycache__/__init__.cpython-36.pyc b/q01_load_data/tests/__pycache__/__init__.cpython-36.pyc index b882452f1ac25c1cab20fd3d36a52dbd40711071..5e65feaaa3f13be30e1d2aa8d9822e81ceb21a55 100644 GIT binary patch delta 56 zcmdnaxPg(wn3tD}`QEGOi5%uCvHBVLxvBcarFoe-8Hq)iK%AJTAD&;7U0jfuoT{Ik KpOQK;%NGC^Cln9> delta 63 zcmdnMxSf&1n3tF9Mq+E!L=JQ96#b0++*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAX8vtu@6<7cO delta 66 zcmeyz-zvai%*)HQLSb&yMvf(n+IjjJ`MIh3iAfom`Y!p&rManjCB^#bMX8mECHcAf Wi8(n61x5K;smUe9n=dfxu>k<=$QN}0 From c18e261b0f120efb49384467984af8761569e7ee Mon Sep 17 00:00:00 2001 From: sunilhariharan Date: Wed, 14 Nov 2018 13:58:20 +0000 Subject: [PATCH 2/8] Done --- .../__pycache__/__init__.cpython-36.pyc | Bin 181 -> 174 bytes .../__pycache__/build.cpython-36.pyc | Bin 511 -> 504 bytes q02_data_splitter/build.py | 9 +++++++++ .../tests/__pycache__/__init__.cpython-36.pyc | Bin 187 -> 180 bytes .../test_q02_data_splitter.cpython-36.pyc | Bin 2990 -> 2983 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..f540f978dd80c57f7e50bd2748ecd70f3ff9ae2c 100644 GIT binary patch delta 56 zcmdnWxQ>y-n3tF9#obrY6FJOPqV+TKb5r$;OY<^wG7^h2fjBWwKRmxEySN}RIaNP7 KKP7cymNx)C*c9vl delta 63 zcmZ3-xRsH^n3tF9*uCbci5%wIN%|T2xvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu SIXMaiMfq8&$tA@Tlf4170v6{0 diff --git a/q02_data_splitter/__pycache__/build.cpython-36.pyc b/q02_data_splitter/__pycache__/build.cpython-36.pyc index 412515bf30341aff422fe5f22e3bd95cc7d3f410..1065d32203c10a031a745c25e561185fb1d0ad11 100644 GIT binary patch delta 74 zcmey*{DYa(n3tF9qvo4v!-<^VR3h{<@^e%5i%at|b21W(GJ!ZTPd_}rD7&~IF*#K~ bIX@+JvKHeper5&+hGI4#!NbVG$iV^t>2Vgd delta 81 zcmeyt{GXZAn3tF9gxcIFu8ExAwBz+N@^e%56O%GB^D!+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAX?(%jU%l4AYzqSVU7lKfo# V#GD+3f};Ga)Z~)l&5lfIoB-R37S;d& From 7c647de30f14977777eb5254f9569a191d6503bf Mon Sep 17 00:00:00 2001 From: sunilhariharan Date: Wed, 14 Nov 2018 14:01:27 +0000 Subject: [PATCH 3/8] Done --- .../__pycache__/__init__.cpython-36.pyc | Bin 185 -> 178 bytes .../__pycache__/build.cpython-36.pyc | Bin 674 -> 657 bytes q03_linear_regression/build.py | 7 +++++++ .../tests/__pycache__/__init__.cpython-36.pyc | Bin 191 -> 184 bytes .../test_q03_linear_regression.cpython-36.pyc | Bin 3445 -> 3438 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..fabf6a2688b0bc99da4088f065c8980a72ae1472 100644 GIT binary patch delta 56 zcmdnVxQUU&n3tF9#obrY6FJOP;`KA~b5r$;OY<^wG7^h2fjBWwKRmxEySN}RIaNP7 KKP7cymOlVNFcka% delta 63 zcmdnQxRa5?n3tF9*uCbci5%wIY5E!YxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu SIXMaiMfq8&$tA@Tll=jt2n3tF9kj}iQT@yLK^0{d;-r~&5FUn2K$*fA9EWjx0B9N1rmzr1M~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAX delta 66 zcmaDS^;L?)n3tDpx8~fajT}Bq+I9LF`MIh3iAfom`Y!p&rManjCB^#bMX8mECHcAf Wi8(n61x5K;smUe9n=6>UaRC4V3>Y*3 From b396ce1e38175fa23d1761bb496d3012f8ea489d Mon Sep 17 00:00:00 2001 From: sunilhariharan Date: Wed, 14 Nov 2018 14:07:20 +0000 Subject: [PATCH 4/8] Done --- .../__pycache__/__init__.cpython-36.pyc | Bin 184 -> 177 bytes .../__pycache__/build.cpython-36.pyc | Bin 943 -> 940 bytes q04_linear_predictor/build.py | 9 +++++++++ .../tests/__pycache__/__init__.cpython-36.pyc | Bin 190 -> 183 bytes .../test_q04_linear_predictor.cpython-36.pyc | Bin 4415 -> 4408 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..436a485ea931557de1cefe32a91c3c68e3bb75e0 100644 GIT binary patch delta 56 zcmdnNxRH^=n3tF9#obrY6FJOP;`B4}b5r$;OY<^wG7^h2fjBWwKRmxEySN}RIaNP7 KKP7cymLC8>niTi| delta 63 zcmdnUxPy_yn3tF9*uCbci5%wIsrniDxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu SIXMaiMfq8&$tA@Tll=g;0~YfD diff --git a/q04_linear_predictor/__pycache__/build.cpython-36.pyc b/q04_linear_predictor/__pycache__/build.cpython-36.pyc index 2e68f8e025d81247804c456c0f6eacc9e98ec411..75bfbb9987ae4ec61d5eaa7f4130eeaddb636ee8 100644 GIT binary patch delta 178 zcmZ3_zJ{I4n3tD}N9Rp62lGZQZ$|eLhAhS!#%9J^<`SkFrW)pErdpN~W+;obgayiC zt6{ETsbQ^QOJfOU&}8(}WWB|clbM&ASQMX|pOTt0xsOqbC5kC0ck(ty6_sfHjQreG z{o>NR%$$tGqD&x8%+n9gFUl@1NK8)EPX=n4%*y1&D6lzz$&FExnSp_!SO7@yFhZaR KGY62x#R34Nf-K_z delta 181 zcmZ3(zMh@Sn3tDpir&1a?@SxHycsQP7_t~@7@HYunM)XJm};1tnQB=|n4m1y5@sli zt%kXVrG~YJEsZ6ZL6gx>lV$Q8Mk&5qJUN+psfk7Lx%nxnIg@uWs%R(aXXNLm>L(^; zWa_)*Czs}?=9Ludrx&GGCYI#q>L=#pC=?XsXQd{W6i;Si@?zxQ?91fFD9OaYz)&mz QBzPDhP=uKS$l_uF02MPYYXATM diff --git a/q04_linear_predictor/build.py b/q04_linear_predictor/build.py index e3c8357..1a0501a 100644 --- a/q04_linear_predictor/build.py +++ b/q04_linear_predictor/build.py @@ -1,3 +1,4 @@ +# %load q04_linear_predictor/build.py # Default Imports from greyatomlib.linear_regression.q01_load_data.build import load_data from greyatomlib.linear_regression.q02_data_splitter.build import data_splitter @@ -12,3 +13,11 @@ # Your code here +def linear_predictor(lm,X,y): + y_pred=linear_model.predict(X) + mse = mean_squared_error(y, y_pred) + mae=mean_absolute_error(y,y_pred) + r2=r2_score(y,y_pred) + return y_pred,mse,mae,r2 + + diff --git a/q04_linear_predictor/tests/__pycache__/__init__.cpython-36.pyc b/q04_linear_predictor/tests/__pycache__/__init__.cpython-36.pyc index 8abd4d23f3d5f2e6983f9b3bf58a544e4cfd7f70..941bddb2f9896aab19b2cbed72fb75634cab07eb 100644 GIT binary patch delta 56 zcmdnTxSf&1n3tF9#obrY6FJOPQuH(Ob5r$;OY<^wG7^h2fjBWwKRmxEySN}RIaNP7 KKP7cyRtNw@9u*J( delta 63 zcmdnaxQ~&;n3tF9Mq+E!L=JQ9Z2gS<+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAXn{P73^8o;U$r&I3 From a3e1552249d49e1307460a2de9bc1789e7da1e6f Mon Sep 17 00:00:00 2001 From: sunilhariharan Date: Wed, 14 Nov 2018 14:11:04 +0000 Subject: [PATCH 5/8] Done --- .../__pycache__/__init__.cpython-36.pyc | Bin 177 -> 170 bytes .../__pycache__/build.cpython-36.pyc | Bin 884 -> 877 bytes q05_residuals/build.py | 7 +++++++ .../tests/__pycache__/__init__.cpython-36.pyc | Bin 183 -> 176 bytes .../test_q05_residuals.cpython-36.pyc | Bin 2991 -> 2984 bytes 5 files changed, 7 insertions(+) diff --git a/q05_residuals/__pycache__/__init__.cpython-36.pyc b/q05_residuals/__pycache__/__init__.cpython-36.pyc index 82a3d44a519af94036d128d3e671dca8b34431d9..64d2177ca14a9e96313ff7807cfc524b986feb99 100644 GIT binary patch delta 56 zcmdnUxQda(n3tF9#obrY6FJOP!u2!qb5r$;OY<^wG7^h2fjBWwKRmxEySN}RIaNP7 KKP7cymOB7EfE3&S delta 63 zcmZ3*xRH^=n3tF9*uCbci5%wIarzngxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu SIXMaiMfq8&$tA@TlidNaRur bKRG`ob@Eb18%BZ6j~L4t8JQ~wiYL!wv|;4me4DYHQJRT?fuUFkNboR1Arl9X#lM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAXzFwTen3tF9Mq+E!MvfjP?L7UA{M=Oi#H5T&eV6>?(%jU%l4AYzqSVU7lKfo# W#GD+3f};Ga)Z~)l%{!PrZ~y@HFc?Pw From 020bfc1fba46b4680123c5056ee87872186a699d Mon Sep 17 00:00:00 2001 From: sunilhariharan Date: Wed, 14 Nov 2018 14:13:32 +0000 Subject: [PATCH 6/8] Done --- .../__pycache__/__init__.cpython-36.pyc | Bin 182 -> 175 bytes .../__pycache__/build.cpython-36.pyc | Bin 1195 -> 1088 bytes q06_plot_residuals/build.py | 8 ++++++++ .../tests/__pycache__/__init__.cpython-36.pyc | Bin 188 -> 181 bytes .../test_q06_plot_residuals.cpython-36.pyc | Bin 1079 -> 1058 bytes 5 files changed, 8 insertions(+) diff --git a/q06_plot_residuals/__pycache__/__init__.cpython-36.pyc b/q06_plot_residuals/__pycache__/__init__.cpython-36.pyc index cbab384bf6d1bdf9760c6fc6b61ce563bac9f8ad..bfd71c3211c8fa1162bdb772962f020a77e320e7 100644 GIT binary patch delta 56 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greyatomlib.linear_regression.q02_data_splitter.build import data_splitter @@ -20,3 +21,9 @@ # Your code here +def qq_residuals(error_residuals): + stats.probplot(error_residuals, dist='norm', plot=pylab) + pylab.show() + + + diff --git a/q08_qq_residuals/tests/__pycache__/__init__.cpython-36.pyc b/q08_qq_residuals/tests/__pycache__/__init__.cpython-36.pyc index 320d34e7644683cb641d531d65944c39304a7ca3..5ec7700d011720495886b16b20de9459c3f2ea15 100644 GIT binary patch delta 56 zcmdnRxS5f|n3tF9<=t1&6FJOP67)0jb5r$;OY<^wG7^h2fjBWwKRmxEySN}RIaNP7 KKP7cyRsaA&^%VgC delta 63 zcmdnYxQmg)n3tF9Mq+E!L=JQ9bp4F{+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAXn-W&!}?G#7CI