Python机器学习_预测分析核心算法_all code

  Python机器学习——预测分析核心算法(MICHAEL BOWLES teaches machine learning at Hacker Dojo in Silicon Valley, consults on machine learning projects, and is involved in a number of startups in such areas as bioinformatics and high-frequency trading. Following an assistant professorship at MIT, Michael went on to found and run two Silicon Valley startups, both of which went public. His courses at Hacker Dojo are nearly always sold out and receive great feedback from participants.)

06\chapter06.zip, 12602 , 2015-02-26
06\simpleBagging.py, 2973 , 2015-02-26
06\simpleGBM.py, 3093 , 2015-02-26
06\simpleTree.py, 3087 , 2015-02-26
06\simpleTreeCV.py, 2076 , 2015-02-26
06\wineBagging.py, 3213 , 2015-02-26
06\wineGBM.py, 3086 , 2015-02-26
06\wineRF.py, 3788 , 2015-02-26
06\wineTree.py, 1327 , 2015-02-26
07\abaloneGBM.py, 3466 , 2015-02-26
07\abaloneRF.py, 2979 , 2015-02-26
07\glassGbm.py, 5773 , 2015-02-26
07\glassRF.py, 4315 , 2015-02-26
07\rocksVMinesGBM.py, 6168 , 2015-02-26
07\rocksVMinesRF.py, 4856 , 2015-02-26
07\timingComparisons.txt, 762 , 2015-02-26
07\wineBagging.py, 3281 , 2015-02-26
07\wineGBM.py, 2838 , 2015-02-26
07\wineRF.py, 2503 , 2015-02-26
01\chapter01.txt, 73 , 2015-02-26
02\abaloneCorrHeat.py, 684 , 2015-02-26
02\abaloneCorrMat.txt, 1136 , 2015-02-26
02\abaloneParallelPlot.py, 1481 , 2015-02-26
02\abaloneSummary.py, 1679 , 2015-02-26
02\abaloneSummaryOutput.txt, 2325 , 2015-02-26
02\chapter02.zip, 24592 , 2015-02-26
02\corrCalc.py, 1617 , 2015-02-26
02\corrPlot.py, 769 , 2015-02-26
02\glassCorrHeatMap.py, 620 , 2015-02-26
02\glassParallelPlot.py, 1174 , 2015-02-26
02\glassSummary.py, 984 , 2015-02-26
02\glassSummary.txt, 1672 , 2015-02-26
02\linePlots.py, 768 , 2015-02-26
02\outputRocksVMinesContents.txt, 624 , 2015-02-26
02\outputSummaryStats.txt, 526 , 2015-02-26
02\pandasReadSummarize.py, 538 , 2015-02-26
02\pandasReadSummarizeOutput.txt, 1431 , 2015-02-26
02\qqplotAttribute.py, 756 , 2015-02-26
02\rockVmineContents.py, 1181 , 2015-02-26
02\rockVmineSummaries.py, 608 , 2015-02-26
02\rVMSummaryStats.py, 1952 , 2015-02-26
02\sampleCorrHeatMap.py, 541 , 2015-02-26
02\targetCorr.py, 1435 , 2015-02-26
02\wineCorrHeatMap.py, 503 , 2015-02-26
02\wineParallelPlot.py, 1854 , 2015-02-26
02\wineSummary.py, 782 , 2015-02-26
02\wineSummary.txt, 2780 , 2015-02-26
03\chapter03.zip, 8123 , 2015-02-26
03\classifierPerformance_RocksVMines.py, 4714 , 2015-02-26
03\classifierPerformance_RocksVMinesOutput.txt, 494 , 2015-02-26
03\classifierRidgeRocksVMines.py, 2424 , 2015-02-26
03\classifierRidgeRocksVMinesOutput.txt, 375 , 2015-02-26
03\fwdStepwiseWine.py, 4184 , 2015-02-26
03\fwdStepwiseWineOutput.txt, 562 , 2015-02-26
03\regressionErrorMeasures.py, 1794 , 2015-02-26
03\ridgeWine.py, 2569 , 2015-02-26
03\ridgeWineOutput.txt, 317 , 2015-02-26
04\chapter04.zip, 14423 , 2015-02-26
04\cvCurveDetails.txt, 105 , 2015-02-26
04\glmnetOrderedNamesList.txt, 120 , 2015-02-26
04\glmnetWine.py, 4706 , 2015-02-26
04\larsAbalone.py, 3493 , 2015-02-26
04\larsAbaloneOutput.txt, 74 , 2015-02-26
04\larsRocksVMines.py, 3280 , 2015-02-26
04\larsWine.py, 1904 , 2015-02-26
04\larsWine2.py, 3185 , 2015-02-26
04\larsWineCV.py, 4335 , 2015-02-26
04\orderedNamesList.txt, 195 , 2015-02-26
04\rocksVMinesCoefOrder.txt, 163 , 2015-02-26
04\wineBasisExpand.py, 1379 , 2015-02-26
05\chapter05.zip, 25049 , 2015-02-26
05\glass, 0 , 2015-02-27
05\glass\glassENetRegCV.py, 4318 , 2015-02-26
05\rocksVMines, 0 , 2015-02-27
05\rocksVMines\rocksVMinesCoefCurves.py, 3676 , 2015-02-26
05\rocksVMines\rocksVMinesCoefCurvesPrintedOutput.txt, 1777 , 2015-02-26
05\rocksVMines\rocksVMinesENetRegCV.py, 6301 , 2015-02-26
05\rocksVMines\rocksVMinesENetRegCVPrintedOutput.txt, 655 , 2015-02-26
05\rocksVMines\rocksVMinesGlmnet.py, 7162 , 2015-02-26
05\rocksVMines\rocksVMinesGlmnetPrintedOutput.txt, 468 , 2015-02-26
05\wineCS, 0 , 2015-02-27
05\wineCS\wineExpandedLassoCV.py, 3201 , 2015-02-26
05\wineCS\wineLassoCoefCurves.py, 3638 , 2015-02-26
05\wineCS\wineLassoCoefCurvesPrintedOutput.txt, 1236 , 2015-02-26
05\wineCS\wineLassoCV.py, 2867 , 2015-02-26
05\wineCS\wineLassoCVPrintedOutputNormalizedX.txt, 103 , 2015-02-26
05\wineCS\wineLassoCVPrintedOutputNormalizedXandY.txt, 105 , 2015-02-26
05\wineCS\wineLassoCVPrintedOutputUn-NormalizedX.txt, 106 , 2015-02-26
05\wineCS\wineLassoExpandedCVPrintedOutput.txt, 105 , 2015-02-26
新建文本文档.txt, 440 , 2018-05-08