Machine_Learning_2nd_edition:使用R和Python进行机器学习
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2021-05-04
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Machine_Learning_2nd_edition:使用R和Python进行机器学习 （140个子文件） 
wine_all.csv 388KB titanic.csv 104KB titanic3.csv 104KB titanic.csv 104KB Boston.csv 34KB diabetes.csv 28KB Heart.csv 19KB .DS_Store 6KB .DS_Store 6KB
xgboost1.html 3.15MB 16-SVM-1_iris.html 819KB seaborn.ipynb 56KB 24_Keras_1_classification_wine.ipynb 45KB Linear_regression.ipynb 44KB 24_Keras_2_PRSA_regression.ipynb 42KB pandas.ipynb 38KB Keras_Sequential_Example_MNIST.ipynb 35KB Keras_CNN_Example_MNIST.ipynb 33KB data cleaning.ipynb 30KB 4 - Strings.ipynb 16KB Keras_imdb_2_RNN.ipynb 15KB 2 - Control.ipynb 15KB 5 - Lists.ipynb 14KB 9 - Exceptions and Regex.ipynb 14KB Naive_bayes.ipynb 11KB sklearn.ipynb 11KB numpy.ipynb 10KB 23_NN_classification.ipynb 10KB 23_NN_regression.ipynb 10KB DT_classification.ipynb 10KB 1 - Getting started with Python 3.ipynb 8KB Logistic_regression.ipynb 8KB kNN_classification.ipynb 8KB 3 - Files.ipynb 7KB 6 - Tuples and Sets.ipynb 7KB Running Multiple Models.ipynb 6KB 0 - What is a jupyter notebook_.ipynb 5KB kNN_regression.ipynb 5KB 7 - Dicts.ipynb 5KB 8 - Classes.ipynb 4KB README.MD 1KB readme.md 755B README.md 595B README.md 566B Data Resources.MD 432B readme.md 388B readme.md 337B readme.md 323B readme.md 123B readme.md 122B readme.md 87B readme.md 1B
2-3-DataExploration-Boston.pdf 3.09MB 09_ggplot.pdf 410KB 5-2_LinReg_Chick.pdf 372KB 2-1-DataExploration-airquality.pdf 309KB 3-1-DataVizX.pdf 287KB 3-2-DataVizXY.pdf 272KB 13-3-kmean-k_synthetic.pdf 244KB 6_3_LogReg-3-iris.pdf 242KB 12_1_kNN_class.pdf 235KB Phishing.pdf 230KB 6_4_logreg-scratch.pdf 194KB 6_1_LogReg-plasma.pdf 193KB 6_2_LogReg-titanic.pdf 185KB 5-3-LinReg-ridge-airq.pdf 182KB 17_ensemble_phishing.pdf 179KB 16-SVM-1_iris.pdf 177KB 5-1_LinReg_women.pdf 175KB 7_1_NBayes-titanic.pdf 169KB 15-PCA-LDA.pdf 165KB 12_2_kNN_reg.pdf 163KB bayesnet2.pdf 162KB 13-2-cluster_kmean_wine.pdf 161KB 8-1-features.pdf 159KB 14_DT_iris.pdf 154KB bayesnet.pdf 139KB 13-1-cluster_kmean_iris.pdf 138KB 16-SVM-2_housing.pdf 135KB hmm2.pdf 133KB RL.pdf 129KB hmm1.pdf 126KB RL2.pdf 122KB MM1.pdf 118KB 2-4-Control.pdf 285KB 7_3_NBayes-bcancer.pdf 187KB 14_DT_boston.pdf 182KB 7_2_NBayes-scratch.pdf 174KB 13-4-cluster_hier.pdf 166KB 12_2_kNN_regression.pdf 164KB 12_3_kNN_reg_cv.pdf 160KB 2-2-DataExploration-titanic.pdf 158KB 09_tidy.pdf 151KB
grid.png 6KB hello.py 164B Phishing.Rmd 6KB 3-2-DataVizXY.Rmd 5KB 2-1-DataExploration-airquality.Rmd 4KB 7_2_NBayes-scratch.Rmd 4KB xgboost1.Rmd 4KB共 140 条
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