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machine-learning-complete
共76个文件
ipynb:21个
csv:16个
r:15个
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2021-03-27
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machine-learning-complete
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machine-learning-complete-main.zip (76个子文件)
machine-learning-complete-main
part-1 Data Preprocessing
P14-Part1-Data-Preprocessing
Section 4 - Data Preprocessing in R
R
categorical_data.R 762B
.RData 3KB
.Rhistory 2KB
Data.csv 216B
missing_data.R 1KB
data_preprocessing_templates.R 435B
Section 3 - Data Preprocessing in Python
Python
data_preprocessing_templates.py 829B
Data.csv 216B
data_preprocessing_tools.py 1KB
data_preprocessing_tools.ipynb 13KB
data_preprocessing_template.ipynb 1KB
Part2-Regression
Section 10 - Decision Tree Regression
Python
Position_Salaries.csv 236B
decision_tree_regression.py 865B
.DS_Store 6KB
decision_tree_regression.ipynb 17KB
.DS_Store 6KB
R
regression_template.R 1KB
Position_Salaries.csv 236B
decision_tree_regression.R 1KB
Regression
Data.csv 301KB
multiple_linear_regression.ipynb 3KB
random_forest_regression.ipynb 3KB
decision_tree_regression.ipynb 3KB
polynomial_regression.ipynb 3KB
support_vector_regression.ipynb 3KB
Classification
support_vector_machine.ipynb 3KB
random_forest_classification.ipynb 3KB
kernel_svm.ipynb 3KB
Data.csv 19KB
k_nearest_neighbors.ipynb 3KB
naive_bayes.ipynb 3KB
logistic_regression.ipynb 3KB
decision_tree_classification.ipynb 3KB
Section 6 - Simple Linear Regression
Python
Salary_Data.csv 423B
simple_linear_regression.py 2KB
simple_linear_regression.ipynb 36KB
.ipynb_checkpoints
simple_linear_regression-checkpoint.ipynb 36KB
R
Salary_Data.csv 423B
data_preprocessing_template.R 446B
.RData 5KB
.Rhistory 3KB
simple_linear_regression.R 2KB
Section 9 - Support Vector Regression (SVR)
Python
Position_Salaries.csv 236B
support_vector_regression.py 1KB
.DS_Store 6KB
support_vector_regression.ipynb 35KB
.DS_Store 6KB
R
Position_Salaries.csv 236B
data_preprocessing_template.R 446B
polynomial_regression.R 3KB
Section 11 - Random Forest Regression
Python
Position_Salaries.csv 236B
random_forest_regression.py 888B
.DS_Store 6KB
random_forest_regression.ipynb 18KB
.DS_Store 6KB
R
regression_template.R 1KB
Position_Salaries.csv 236B
decision_tree_regression.R 1KB
Section 8 - Polynomial Regression
Python
Position_Salaries.csv 236B
polynomial_regression.py 2KB
.DS_Store 6KB
polynomial_regression.ipynb 51KB
.DS_Store 6KB
R
Position_Salaries.csv 236B
data_preprocessing_template.R 1KB
.RData 3KB
.Rhistory 2KB
polynomial_regression.R 3KB
Section 7 - Multiple Linear Regression
Python
50_Startups.csv 2KB
multiple_linear_regression.ipynb 10KB
multiple_linear_regression.py 2KB
R
multiple_linear_regression.R 1KB
data_preprocessing_template.R 446B
50_Startups.csv 2KB
.RData 7KB
.Rhistory 3KB
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