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Snippets of example codes for Data science projects

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Box_plot_for_all_numeric_columns.ipynb
Box_plot_for_all_numeric_columns.ipynb
 
 
Correlation-based Feature Selection.ipynb
Correlation-based Feature Selection.ipynb
 
 
Correlation_matrix_and_corrgram_all_columns.ipynb
Correlation_matrix_and_corrgram_all_columns.ipynb
 
 
Correlation_table_in_3col_output.ipynb
Correlation_table_in_3col_output.ipynb
 
 
Count_unique_values_all_fields.ipynb
Count_unique_values_all_fields.ipynb
 
 
Data_preprocessing_and_PCA_for_outlier_example.ipynb
Data_preprocessing_and_PCA_for_outlier_example.ipynb
 
 
FeatureBagging_using_iForest_and_HBOS.ipynb
FeatureBagging_using_iForest_and_HBOS.ipynb
 
 
Feature_importance_based_Feature_selection_using_IForest_and_XGB.ipynb
Feature_importance_based_Feature_selection_using_IForest_and_XGB.ipynb
 
 
Freq_table_and_histgram_all_columns.ipynb
Freq_table_and_histgram_all_columns.ipynb
 
 
Human Readable Rule extraction from H2O IForest Model.py
Human Readable Rule extraction from H2O IForest Model.py
 
 
KDDCup_Feature_Selection_example.ipynb
KDDCup_Feature_Selection_example.ipynb
 
 
Multiple_outlier_detection_algo_to_select_best_subset_of_features.ipynb
Multiple_outlier_detection_algo_to_select_best_subset_of_features.ipynb
 
 
Outlier_pairplot_using_Spark_andSeaborn
Outlier_pairplot_using_Spark_andSeaborn
 
 
Pairplot_all_columns.ipynb
Pairplot_all_columns.ipynb
 
 
QQ_plot_for_all_numeric_columns.ipynb
QQ_plot_for_all_numeric_columns.ipynb
 
 
README.md
README.md
 
 
Sampling_using_IQR.ipynb
Sampling_using_IQR.ipynb
 
 
Separation Distance.docx
Separation Distance.docx
 
 
Unsupervised_ML_exhaustive_search_Feature_Selection.ipynb
Unsupervised_ML_exhaustive_search_Feature_Selection.ipynb
 
 
Violin_plots_for_all_numeric_columns.ipynb
Violin_plots_for_all_numeric_columns.ipynb
 
 
stratified_sampling
stratified_sampling
 
 
test
test
 
 

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Snippets of example codes for data science projects

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Snippets of example codes for Data science projects

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