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雷达卡
机器学习 实战
[美]Peter Harrington 著
李锐 李鹏 曲亚东 王斌 译
+.git 17.9 MB
|+hooks 13.7 KB
|+info 240 Byte
|+logs 20.9 KB
|+objects 17.9 MB
|+refs 82 Byte
| COMMIT_EDITMSG 31 Byte
| config 341 Byte
| description 73 Byte
| HEAD 23 Byte
| index 8.9 KB
+Ch02 798.0 KB
|+EXTRAS 5.2 KB
| datingTestSet.txt 34.9 KB
| datingTestSet2.txt 26.4 KB
| digits.zip 723.0 KB
| kNN.py 4.2 KB
| kNN.pyc 4.4 KB
| README.txt 240 Byte
| testSet.txt 0 Byte
+Ch03 15.7 KB
| classifierStorage.txt 101 Byte
| lenses.txt 795 Byte
| treePlotter.py 3.8 KB
| treePlotter.pyc 3.3 KB
| trees.py 4.1 KB
| trees.pyc 3.6 KB
+Ch04 50.8 KB
|+__pycache__ 6.4 KB
|+email 13.9 KB
|+EXTRAS 1.9 KB
| bayes.py 7.0 KB
| bayes.pyc 6.8 KB
| email.zip 14.8 KB
+Ch05 83.3 KB
|+__pycache__ 4.2 KB
|+EXTRAS 5.7 KB
| horseColicTest.txt 3.7 KB
| horseColicTraining.txt 59.2 KB
| logRegres.py 4.0 KB
| logRegres.pyc 4.4 KB
| testSet.txt 2.1 KB
+Ch06 653.0 KB
|+digits 625.0 KB
|+EXTRAS 4.5 KB
| svmMLiA.py 16.0 KB
| testSet.txt 2.2 KB
| testSetRBF.txt 2.9 KB
| testSetRBF2.txt 2.9 KB
+Ch07 87.3 KB
|+EXTRAS 1.3 KB
| adaboost.py 5.4 KB
| adaboost.pyc 4.6 KB
| horseColicTest2.txt 13.3 KB
| horseColicTraining2.txt 59.3 KB
| old_adaboost.py 3.4 KB
+Ch08 662.0 KB
|+setHtml 436.0 KB
| abalone.txt 193.0 KB
| ex0.txt 5.5 KB
| ex1.txt 5.5 KB
| Old_regression.py 7.4 KB
| regression.py 8.3 KB
| regression.pyc 6.8 KB
+Ch09 48.7 KB
| bikeSpeedVsIq_test.txt 4.1 KB
| bikeSpeedVsIq_train.txt 4.1 KB
| ex0.txt 5.5 KB
| ex00.txt 3.8 KB
| ex2.txt 4.0 KB
| ex2test.txt 4.0 KB
| exp.txt 3.9 KB
| exp2.txt 3.7 KB
| expTest.txt 3.9 KB
| regTrees.py 5.6 KB
| sine.txt 3.8 KB
| treeExplore.py 2.3 KB
+Ch10 477.0 KB
|+__pycache__ 5.8 KB
| kMeans.py 6.3 KB
| kMeans.pyc 6.2 KB
| places.txt 4.6 KB
| Portland.png 448.0 KB
| portlandClubs.txt 3.0 KB
| testSet.txt 1.6 KB
| testSet2.txt 1.2 KB
+Ch11 748.0 KB
| apriori.py 5.8 KB
| apriori.pyc 5.1 KB
| bills20DataSet.txt 38.0 KB
| lawAssnRules.txt 134.0 KB
| meaning20.txt 1.8 KB
| mushroom.dat 557.0 KB
| recent100bills.txt 5.5 KB
| recent20bills.txt 1.0 KB
+Ch12 30.5 MB
| fpGrowth.py 6.5 KB
| kosarak.dat 30.5 MB
+Ch13 5.2 MB
|+__pycache__ 1.6 KB
|+extras 3.7 KB
| iris.data.txt 4.4 KB
| pca.py 1.3 KB
| pca.pyc 1.5 KB
| secom.data 5.1 MB
| testSet.txt 19.0 KB
| testSet3.txt 21.6 KB
+Ch14 9.4 KB
| 0_5.txt 1.1 KB
| svdRec.py 3.9 KB
| svdRec.pyc 4.5 KB
+Ch15 99.0 KB
| err.txt 2.7 KB
| inputFile.txt 900 Byte
| junk.txt 61 Byte
| kickStart.txt 1.1 KB
| mrMean.py 1.3 KB
| mrMeanMapper.py 658 Byte
| mrMeanReducer.py 819 Byte
| mrSVM.py 3.4 KB
| mrSVMkickStart.py 255 Byte
| myfile.txt 6.0 KB
| myout.txt 6.0 KB
| pegasos.py 2.4 KB
| proximalSVM.py 1.7 KB
| py27dbg.py 585 Byte
| svmDat2.txt 15.5 KB
| svmDat26 15.5 KB
| svmDat27 15.5 KB
| svmData.txt 15.5 KB
| testSet.txt 4.4 KB
| testSet200.txt 4.4 KB
| wc.py 781 Byte
README.rst 653 Byte
用前必读.txt 156 Byte
课后配套代码.zip
(32.62 MB, 需要: RMB 29 元)
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