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個人整理 斯坦福公開課 機器學習CS229課程 較全講義、作業和matlab代碼。
代碼片段和文件信息
function?J?=?computeCost(X?y?theta)
%COMPUTECOST?Compute?cost?for?linear?regression
%???J?=?COMPUTECOST(X?y?theta)?computes?the?cost?of?using?theta?as?the
%???parameter?for?linear?regression?to?fit?the?data?points?in?X?and?y
%?Initialize?some?useful?values
m?=?length(y);?%?number?of?training?examples
%?You?need?to?return?the?following?variables?correctly?
J?=?0;
%?======================?YOUR?CODE?HERE?======================
%?Instructions:?Compute?the?cost?of?a?particular?choice?of?theta
%???????????????You?should?set?J?to?the?cost.
Z?=?(X?*?theta?-?y).^2;
J?=?sum(Z(:1))?/?(2?*?m);
%?=========================================================================
end
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????636??2013-05-28?07:51??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\computeCost.asv
?????文件????????678??2013-05-28?09:25??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\computeCost.m
?????文件????????713??2013-05-28?10:17??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\computeCostMulti.m
?????文件???????3490??2013-05-28?07:31??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\ex1.asv
?????文件???????3438??2013-05-28?07:36??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\ex1.m
?????文件???????1359??2012-08-20?22:58??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\ex1data1.txt
?????文件????????657??2012-08-20?22:58??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\ex1data2.txt
?????文件???????4601??2013-05-29?22:22??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\ex1_multi.asv
?????文件???????4610??2013-05-29?22:23??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\ex1_multi.m
?????文件???????1631??2013-05-28?10:06??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\featureNormalize.asv
?????文件???????1453??2013-05-28?10:07??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\featureNormalize.m
?????文件????????928??2013-05-28?09:16??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\gradientDescent.asv
?????文件???????1130??2013-05-28?10:46??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\gradientDescent.m
?????文件????????994??2013-05-28?10:46??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\gradientDescentMulti.m
?????文件????????255??2013-05-28?10:53??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\ml_login_data.mat
?????文件????????674??2013-05-29?22:20??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\normalEqn.m
?????文件?????????48??2013-05-28?10:56??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\octave-core
?????文件???????1042??2013-05-28?07:35??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\plotData.m
?????文件??????17317??2013-04-25?15:38??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\submit.m
?????文件????????827??2012-08-20?22:58??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\submitWeb.m
?????文件????????520??2013-05-28?07:05??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1\warmUpExercise.m
?????文件?????493361??2012-08-20?22:58??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex1_003(Week2)_finished\ex1.pdf
?????文件?????188600??2013-05-13?14:28??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex2-003(Week3)_finished\ex2.pdf
?????文件???????1040??2013-05-30?09:28??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex2-003(Week3)_finished\mlclass-ex2\costFunction.m
?????文件???????1059??2013-05-30?10:03??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex2-003(Week3)_finished\mlclass-ex2\costFunctionReg.asv
?????文件???????1187??2013-05-30?10:16??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex2-003(Week3)_finished\mlclass-ex2\costFunctionReg.m
?????文件???????3722??2013-05-13?14:28??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex2-003(Week3)_finished\mlclass-ex2\ex2.m
?????文件???????3775??2013-05-13?14:28??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex2-003(Week3)_finished\mlclass-ex2\ex2data1.txt
?????文件???????2233??2013-05-13?14:28??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex2-003(Week3)_finished\mlclass-ex2\ex2data2.txt
?????文件???????2973??2013-05-30?10:18??Machine?Learning?exercises_finished?by?Andrew?Ng?Stanford(合集)\ex2-003(Week3)_finished\mlclass-ex2\ex2_reg.m
............此處省略200個文件信息
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