ISL-python：作为Jupyter笔记本的《统计学习入门》中的实验和练习解决方案
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2021-01-31
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ISL-python-master.zip （62个子文件） 
ISL-python-master Notebooks 
ch8_tree_based_methods_conceptual.ipynb 8.43MB ch3_linear_regression_conceptual.ipynb 128KB ch4_classification_conceptual.ipynb 12KB ch6_linear_model_selection_and_regularisation_labs.ipynb 291KB ch8_tree_based_methods_applied.ipynb 1007KB images 
8_4a.JPG 1.57MB 4_6b.JPG 1.68MB 4_3.jpg 1.86MB 4_4abcd.JPG 1.4MB 2_3.jpg 66KB 5_2.jpg 2.23MB 8_1b.jpg 1.99MB 3_7.jpg 1.04MB 6_5bi.jpg 1.37MB 4_4e.JPG 1.56MB 6_5bii.jpg 1.48MB
3_table3.4.png 124KB 4_2.JPG 1.69MB 6_5cd.jpg 2.23MB 3_5.jpg 1.35MB 4_1.JPG 1.24MB 5_1.jpg 1.84MB 6_5.jpg 1.67MB 3_6.jpg 1.45MB 8_4b.JPG 1.1MB 8_1a.jpg 1.62MB ch6_linear_model_selection_and_regularisation_conceptual.ipynb 51KB data Hitters.csv 20KB Carseats.csv 21KB Default.csv 442KB Credit.csv 26KB Heart.csv 19KB Advertising.csv 5KB Income2.csv 2KB Wage.csv 450KB College.csv 74KB Ch10Ex11.csv 395KB Caravan.csv 1.02MB Income1.csv 1KB Auto.csv 18KB Weekly.csv 61KB khan_train.csv 1009KB khan_test.csv 403KB OJ.csv 82KB ch5_resampling_methods_conceptual.ipynb 17KB ch9_support_vector_machines_applied.ipynb 958KB ch2_statistical_learning_applied.ipynb 1.39MB ch9_support_vector_machines_labs.ipynb 561KB Source.gv 9KB ch7_moving_beyond_linearity_labs.ipynb 783KB ch2_statistical_learning_conceptual.ipynb 21KB ch9_support_vector_machines_conceptual.ipynb 1.19MB ch7_moving_beyond_linearity_applied.ipynb 1.48MB ch4_classification_applied.ipynb 2.58MB ch3_linear_regression_applied.ipynb 2.16MB ch5_resampling_methods_applied.ipynb 92KB ch6_linear_model_selection_and_regularisation_applied.ipynb 680KB
Source.gv.pdf 23KB ch8_tree_based_methods_labs.ipynb 307KB LICENSE 1KB .gitignore 1KB README.md 5KB资源评论
