ds-tasks:数据科学任务
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2021-04-30
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ds-tasks-master.zip （88个子文件） 
ds-tasks-master 23_Logres .ipynb_checkpoints 
logistic_regression-checkpoint.ipynb 22KB adult.csv 5.08MB
result.png 180KB logistic_regression.ipynb 22KB readme.md 777B 03 .ipynb_checkpoints task_3-checkpoint.ipynb 5KB task_3.ipynb 5KB hw_25000.csv 619KB 02 .ipynb_checkpoints task_2_1-checkpoint.ipynb 2KB task_2_2-checkpoint.ipynb 1KB task_2_1.ipynb 2KB teams_stats.csv 4.86MB task_2_2.ipynb 1KB Mountains.csv 13KB 64_Sigmoid .ipynb_checkpoints 004-classification-checkpoint.ipynb 65KB 004-classification.ipynb 65KB FE_LAB_BANKING Vitaliy_Zaychuk_FE_LAB_BANKING.ipynb 221KB 21 .ipynb_checkpoints titanic_decisiontree-checkpoint.ipynb 190KB train.csv 60KB tree_screen.png 154KB kaggle_screen.png 221KB test.csv 28KB titanic_decisiontree.ipynb 190KB
submission.txt 3KB 43_Collaborative_Filtering cf.ipynb 9KB readme.md 344B 27_Boosting boosting.ipynb 110KB .ipynb_checkpoints boosting-checkpoint.ipynb 110KB train.csv 450KB
xgbfi_report.xlsx 40KB readme.md 1KB .idea vcs.xml 180B 25_Ensemble .ipynb_checkpoints solution-checkpoint.ipynb 42KB solution.ipynb 42KB train.csv 450KB readme.md 1KB README.md 2KB 32_Feature_engineering .ipynb_checkpoints FE_Homework_1-checkpoint.ipynb 25KB Homework_1.ipynb 127KB train.csv 32.11MB FE_Homework_1.ipynb 25KB test.csv 29.32MB submission.txt 35KB 12 Seasons_Stats.csv 4.88MB .ipynb_checkpoints tast_1_1-checkpoint.ipynb 72B task-checkpoint.ipynb 447KB tmdb_5000_movies.csv 5.43MB task.ipynb 447KB 62_Digit_Recognition submit.png 272KB .ipynb_checkpoints 002-digit-checkpoint.ipynb 76KB 002-digit.ipynb 76KB 24_Accuracy_regularization .ipynb_checkpoints auc-checkpoint.ipynb 18KB adult.csv 5.08MB auc.ipynb 30KB readme.md 523B 56 HW2_names_classification_generation.ipynb 32KB 01 .ipynb_checkpoints task_2-checkpoint.ipynb 2KB task_1-checkpoint.ipynb 2KB URLs.txt 6KB task_1.ipynb 2KB task_2.ipynb 2KB 53_NLP .ipynb_checkpoints HW-checkpoint.ipynb 1.22MB clustering.png 240KB HW.ipynb 1.22MB HW2.ipynb 129KB .gitignore 5B 13 .ipynb_checkpoints house_prices-checkpoint.ipynb 23KB train.csv 450KB submission.csv 34KB kaggle_screen.png 123KB test.csv 441KB house_prices.ipynb 20KB 22 .ipynb_checkpoints task1_levenshtein_distance-checkpoint.ipynb 4KB task2_kNN_digits-checkpoint.ipynb 32KB 2. barley-break-checkpoint.ipynb 4KB task2_kNN_digits.ipynb 32KB task1_levenshtein_distance.ipynb 4KB 71_Time_series .ipynb_checkpoints example_1-checkpoint.ipynb 248KB example_2-checkpoint.ipynb 272KB example_1.ipynb 248KB data lenex-corporation-shipment-of-ca.csv 1022B quarterly-production-of-raw-stee.csv 3KB example_2.ipynb 272KB 26_Сlustering .ipynb_checkpoints homework clustering-checkpoint.ipynb 465KB homework clustering.ipynb 465KB geo.xlsx 1.87MB geo_comment.xlsx 4.17MB readme.md 1KB
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