Wine-Rating-Predictor-ML-Model：具有Python，Docker，Luigi，SciKit-Lear...
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2021-02-04
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Wine-Rating-Predictor-ML-Model-master.zip （80个子文件） 
Wine-Rating-Predictor-ML-Model-master evaluate_model 
Dockerfile 91B evaluate_model.py 5KB .DS_Store 10KB .gitattributes 66B notebooks .ipynb_checkpoints WineRatingPredictor-2-checkpoint.ipynb 92KB WineRatingPredictor-1-checkpoint.ipynb 2.8MB WineRatingPredictor-3-checkpoint.ipynb 688KB WineRatingPredictor-1.ipynb 2.81MB
ClientSummaryReport.2020.04.02.pdf 863KB WineRatingPredictor-3.ipynb 688KB .gitkeep 0B transformed test_features.csv 48KB X_valid.csv 107KB y_valid.csv 7KB X_train.csv 321KB .gitkeep 0B test_target.csv 3KB y_train.csv 20KB
LuigiTaskFlow.png 43KB WineRatingPredictor-2.ipynb 92KB random_forest_model.sav 35.17MB extract_features Dockerfile 95B extract_features.py 6KB docker-clean.sh 93B .idea misc.xml 185B wine-rating-predictor.iml 398B inspectionProfiles profiles_settings.xml 174B modules.xml 294B .gitignore 39B vcs.xml 180B base_docker Dockerfile 224B
requirements.txt 96B download_data Readme.md 491B Dockerfile 89B download_data.py 939B impute_data Dockerfile 85B impute_data.py 6KB README.md 2KB make_dataset Dockerfile 87B make_dataset.py 1KB orchestrator util.py 11KB Dockerfile 87B task.py 8KB __pycache__ task.cpython-36.pyc 9KB util.cpython-36.pyc 13KB util.cpython-37.pyc 13KB task.cpython-37.pyc 9KB data_root .DS_Store 6KB raw wine_dataset.csv 3.88MB output .SUCCESS_EvaluateModel 0B FeatureImportances.png 56KB model.sav 45.97MB PredictionsVSActuals.png 77KB interim train_cleaned.csv 3.09MB test_features.csv 48KB train_target.csv 26KB test_features_extracted.csv 80KB .SUCCESS_TransformData 0B train.csv 3.46MB test_cleaned.csv 353KB test_transformed.csv 49KB train_features.csv 428KB .SUCCESS_ExtractFeatures 0B .SUCCESS_MakeDatasets 0B test_target.csv 3KB test.csv 392KB train_transformed.csv 439KB .SUCCESS_CleanData 0B train_features_extracted.csv 717KB .SUCCESS_ImputeData 0B .gitkeep 0B transform_data Dockerfile 91B transform_data.py 2KB docker-compose.yml 988B code-challenge.log 13KB build-task-images.sh 793B clean_data clean_data.py 2KB Dockerfile 83B train_model Dockerfile 85B train_model.py 2KB资源评论
