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customer
customer
 
 
image_show
image_show
 
 
static
static
 
 
templates
templates
 
 
.gitattributes
.gitattributes
 
 
app.py
app.py
 
 
apriori_association_rules.csv
apriori_association_rules.csv
 
 
apriori_frequent_itemsets.csv
apriori_frequent_itemsets.csv
 
 
apriori_report.html
apriori_report.html
 
 
apriori_visualization.png
apriori_visualization.png
 
 
arima_forecast_results.csv
arima_forecast_results.csv
 
 
arima_forecast_visualization.png
arima_forecast_visualization.png
 
 
arima_monthly_history.csv
arima_monthly_history.csv
 
 
assistant_ticket_bot-3.py
assistant_ticket_bot-3.py
 
 
association_rules.csv
association_rules.csv
 
 
build_apriori.py
build_apriori.py
 
 
build_arima.py
build_arima.py
 
 
build_clustering.py
build_clustering.py
 
 
build_decision_tree.py
build_decision_tree.py
 
 
build_lightgbm.py
build_lightgbm.py
 
 
build_model.py
build_model.py
 
 
build_shap.py
build_shap.py
 
 
classification_report.html
classification_report.html
 
 
cluster_analysis_summary.csv
cluster_analysis_summary.csv
 
 
cluster_elbow_silhouette.png
cluster_elbow_silhouette.png
 
 
cluster_pca_visualization.png
cluster_pca_visualization.png
 
 
cluster_radar_comparison.png
cluster_radar_comparison.png
 
 
coefficient_visualization.png
coefficient_visualization.png
 
 
confusion_matrix.png
confusion_matrix.png
 
 
customer_clustering_results.csv
customer_clustering_results.csv
 
 
data_dictionary.md
data_dictionary.md
 
 
decision_tree_feature_importance.csv
decision_tree_feature_importance.csv
 
 
decision_tree_report.html
decision_tree_report.html
 
 
decision_tree_rules.txt
decision_tree_rules.txt
 
 
decision_tree_visualization.png
decision_tree_visualization.png
 
 
feature_importance.csv
feature_importance.csv
 
 
feature_importance.png
feature_importance.png
 
 
feature_importance_chart.png
feature_importance_chart.png
 
 
feature_importance_comparison.csv
feature_importance_comparison.csv
 
 
frequent_itemsets.csv
frequent_itemsets.csv
 
 
frequent_itemsets_plot.png
frequent_itemsets_plot.png
 
 
lgbm_feature_importance.csv
lgbm_feature_importance.csv
 
 
lgbm_feature_importance.png
lgbm_feature_importance.png
 
 
lightgbm_feature_importance.csv
lightgbm_feature_importance.csv
 
 
lightgbm_feature_importance.png
lightgbm_feature_importance.png
 
 
lightgbm_importance_table.png
lightgbm_importance_table.png
 
 
lightgbm_proba_distribution.png
lightgbm_proba_distribution.png
 
 
lightgbm_report.html
lightgbm_report.html
 
 
logistic_regression_coefficients.csv
logistic_regression_coefficients.csv
 
 
logistic_regression_coefficients.png
logistic_regression_coefficients.png
 
 
million_customer_assistant.py
million_customer_assistant.py
 
 
million_customer_assistant.zip
million_customer_assistant.zip
 
 
model_coefficients.csv
model_coefficients.csv
 
 
product_cooccurrence_heatmap.png
product_cooccurrence_heatmap.png
 
 
read_csv_data.py
read_csv_data.py
 
 
requirements.txt
requirements.txt
 
 
sample_negative.csv
sample_negative.csv
 
 
sample_positive.csv
sample_positive.csv
 
 
shap_force_plot_negative.png
shap_force_plot_negative.png
 
 
shap_force_plot_positive.png
shap_force_plot_positive.png
 
 
shap_importance_plot.png
shap_importance_plot.png
 
 
shap_summary_plot.png
shap_summary_plot.png
 
 
shap_values.csv
shap_values.csv
 
 
shap_waterfall_plot_negative.png
shap_waterfall_plot_negative.png
 
 
shap_waterfall_plot_positive.png
shap_waterfall_plot_positive.png
 
 
start_bot.bat
start_bot.bat
 
 
top_coefficients_positive_negative.png
top_coefficients_positive_negative.png
 
 
项目说明.txt
项目说明.txt
 
 

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