XGBoost 从基础到实战代码讲义 4周.zip
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XGBoost 从基础到实战代码讲义 4周.zip （55个子文件） 
XGBoost 从基础到实战代码讲义 4周 04.第四讲：XGBoost实战 Lect4_1_Code 
4_FE_RentListingInqueries.ipynb 21KB data RentListingInquries_train.json 67.29MB AllstateClaimsSeverity_train.csv 66.78MB RentListingInquries_test.json 100.8MB 4_EDA_RentalListingInquiries.ipynb 1.08MB 4_corr_AllstateClaimsSeverity.ipynb 3.06MB mean_encoder .git info exclude 40B ._exclude 4KB objects pack 17 8e8cf10abbeba2b3a0d446d9af23d64f8f5ae0 135B info 77 66eeecbd2b935fa2219f9ddcc7066b1dfede5d 62B 57 a7eea2dc01957a77ba0d059c2fd5e377a01a38 597B ed 1e20a24fa8d373caa68803ba8ef629050d1b4e 133B d4 bbdc7a1f51d4de40012ac072a94248e267b893 96B dd 8e917da57fb663e2ad8dda2157902e18242f34 69B HEAD 23B description 73B config 137B index 396B refs tags heads master 41B COMMIT_EDITMSG 15B hooks README.sample 177B logs HEAD 168B refs heads master 168B mean_encoder.xcodeproj project.xcworkspace contents.xcworkspacedata 157B xcuserdata qing.xcuserdatad UserInterfaceState.xcuserstate 7KB project.pbxproj 2KB
XGBoost_Lect4_Practice.pdf 1.69MB Lect4_2_Code 4_6_Otto_nestimators.ipynb 76KB 4_5_1_Otto_RegL1L2.ipynb 8KB data Otto_train.csv 11.86MB 4_2_1_Otto_TreeDepth_ChildWeight.ipynb 30KB 4_3_1_Otto_subsample_colsample.ipynb 41KB 4_1_Otto_nestimators.ipynb 90KB 4_2_2_Otto_TreeDepth_ChildWeight.ipynb 41KB 4_2_3_Otto_nestimators.ipynb 53KB 01.第一讲： 初识XGBoost xgboost_Lect1_Introduction.pdf 1.97MB Lect1_code 课程代码及数据文件 data agaricus.txt.test 179KB agaricus.txt.train 725KB 1_Mushroom_skearn_baseline.ipynb 7KB 1_Mushroom_skearn_cv.ipynb 5KB 1_Mushroom_skearn_split_baseline.ipynb 8KB 1_Mushroom_skearn_GridSearchCV.ipynb 10KB 1_Mushroom_skearn_sklearn_earlystop.ipynb 27KB 1_Mushroom_baseline.ipynb 9KB 1_Mushroom_skearn_sklearn_LearningCurve.ipynb 57KB 00.预习资料 xgboost_Lect0_Introdution.pdf 694KB
install_XGBoost_python_MAC.html 256KB 02.第二讲：暂别XGBoost Lect2_Code 第二课课程代码及数据文件 data mushrooms.csv 365KB 2_Mushroom_CART.ipynb 75KB XGBoost_Lect2_CART.pdf 4.99MB 03.第三讲：重回XGBoost XGBoost_Lect3_Boosting.pdf 1.5MB Lect3_code data higgsboson_training.csv 52.69MB higgsboson_test.csv 107.08MB 3_higgsboson_speed.ipynb 7KB 3_HiggsBoson_cv.ipynb 66KB资源评论
