Manufacturing-Data-Science:Data Science in Manufacturing 制造资料科学
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2021-05-07
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Manufacturing-Data-Science-master.zip （57个子文件） 
Manufacturing-Data-Science-master 
.DS_Store 6KB README.md 6KB MDS 06. Association Rule 
Online Retail.xlsx 22.62MB
Association Rule.html 710KB Association Rule.ipynb 453KB 09. Decision Tree .ipynb_checkpoints Decision Tree-checkpoint.ipynb 536KB .DS_Store 6KB Decision Tree.ipynb 536KB Decision Tree.html 809KB .DS_Store 10KB 07. Feature Selection 
train.txt 7.36MB Feature Selection.html 579KB Feature Selection.ipynb 311KB 03. Data visualization .DS_Store 6KB 3. Data visualization.ipynb 8.26MB 3. Data visualization.html 8.54MB 11. Clustering .ipynb_checkpoints clustering-checkpoint.ipynb 345KB clustering.html 637KB clustering.ipynb 345KB 10. Neural Network NN.ipynb 152KB NN.html 428KB 04. Regression & ANOVA Regression & ANOVA.html 428KB Regression & ANOVA.ipynb 157KB insurance.csv 53KB 01. Data Preprocessing .DS_Store 6KB 1. Data preprocessing.html 475KB 1. Data preprocessing.ipynb 216KB datasets_2363_3972_faults.csv 291KB image 1B df_nan.csv 328KB 08. Feature Extraction .ipynb_checkpoints ICA-checkpoint.ipynb 314KB PCA-checkpoint.ipynb 98KB
ICA_1.png 318KB PCA.ipynb 98KB .DS_Store 6KB ICA.html 589KB
2020_MLB.xls 31KB ICA.ipynb 314KB PCA.html 370KB biplot_2d.png 81KB 02. Data imputation .DS_Store 6KB 2. Data imputation.ipynb 120KB 2. Data imputation.html 344KB datasets_2363_3972_faults.csv 291KB image 1B df_nan.csv 328KB 13. Ensemble Learning Ensemble Learning.ipynb 124KB Ensemble Learning.html 425KB train.txt 7.36MB 05. Logistic Regression .ipynb_checkpoints logistic_regression-checkpoint.ipynb 59KB .DS_Store 6KB wdbc.names 5KB logistic_regression.ipynb 59KB sigmoid.png 4KB logistic_regression.html 324KB 12. Support Vector Machine Support Vector Machine.html 431KB Support Vector Machine.ipynb 136KB
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