├── .github └── workflows │ └── ci-cd.yml ├── .gitignore ├── CML_Reports ├── predictions_scatter_plot.png └── residuals_plot.png ├── Dockerfile ├── Evidently_Reports ├── data_drift_suite.html ├── data_quality_suite.html └── model_performance_suite.html ├── Interpretability_reports ├── Global_interpretability.html ├── Global_interpretability.html:Zone.Identifier ├── Shap_interpretability.png └── Shap_interpretability.png:Zone.Identifier ├── Notebooks ├── Sales_Conversion_Rate_Optimization_for_XYZ_Company's_Advertising_Campaign.ipynb └── T1_Take_Home_Challenge_Conversion_Rate_Optimization_for_XYZ_Company's_Advertising_Campaign.ipynb:Zone.Identifier ├── Production_data ├── batch_validation_data.csv ├── synthetic_data.csv ├── synthetic_data.csv:Zone.Identifier └── user_uploaded_dataset.csv ├── Readme.md ├── app.py ├── assets ├── 18-12-ci-cd(1).PNG ├── 18-12-ci-cd(2).PNG ├── STEP_3_DATA_VALDIATION_PROGRESS.PNG ├── STEP_3_VISUALISATIONS_2.PNG ├── STEP_3_VISUALSATIONS.PNG ├── alerts-discord.PNG ├── continuous_integraion_pipeline_Zenml_dashboard.PNG ├── data_Drift_email.PNG ├── data_quality_report_2(1).PNG ├── data_quality_report_2(2).PNG ├── data_quality_test_EMAIl.PNG ├── detailes_interp_report.PNG ├── failed_Tests_valdiation.PNG ├── local_plot.PNG ├── model_performace_email.PNG ├── neptune-code-files.PNG ├── neptune-data.PNG ├── neptune-html-reports.PNG ├── neptune-metrics.PNG ├── neptune-models.PNG ├── neptune-runs.PNG ├── neptune-visuals.PNG ├── shap_local_plot.PNG ├── slack-alerter.PNG ├── streamlit-prediction-app.PNG ├── test_bacth_Data.PNG ├── test_batch_Data.PNG ├── test_batch_Data_1.PNG ├── test_batch_Data_2.PNG ├── train_pipeline_dashboard.PNG ├── train_pipeline_dashboard.PNG:Zone.Identifier └── zenml_dashbaord_stack.PNG ├── data ├── KAG_conversion_data.csv └── input_data.csv ├── models ├── best_model.zip │ ├── StackedEnsemble_BestOfFamily_1_AutoML_1_20240122_204822.zip │ └── h2o-genmodel.jar └── best_tree_model.zip │ ├── GBM_2_AutoML_5_20240118_62124.zip │ ├── GBM_2_AutoML_5_20240118_62124.zip:Zone.Identifier │ └── h2o-genmodel.jar ├── packages.txt ├── pipelines ├── __pycache__ │ ├── ci_cd_pipeline.cpython-310.pyc │ └── training_pipeline.cpython-310.pyc ├── ci_cd_pipeline.py └── training_pipeline.py ├── requirements.txt ├── run_ci_cd.py ├── run_pipeline.py ├── src ├── __pycache__ │ ├── clean_data.cpython-310.pyc │ └── train_models.cpython-310.pyc ├── clean_data.py └── train_models.py └── steps ├── __pycache__ ├── alert_report.cpython-310.pyc ├── clean_data.cpython-310.pyc ├── ingest_data.cpython-310.pyc ├── predict_prod_data.cpython-310.pyc ├── production_batch_data.cpython-310.pyc └── train_model.cpython-310.pyc ├── alert_report.py ├── clean_data.py ├── evaluation.py ├── ingest_data.py ├── predict_prod_data.py ├── production_batch_data.py └── train_model.py /.github/workflows/ci-cd.yml: -------------------------------------------------------------------------------- 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