├── .coverage ├── .coveragerc ├── .env.dev ├── .env.test ├── .gitattributes ├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ └── feature_request.md ├── PULL_REQUEST_TEMPLATE.md ├── scripts │ └── bump_chart_version.py └── workflows │ ├── black.yml │ ├── docs_publish.yml │ ├── helm_charts_release.yml │ ├── main.yml │ ├── pull_request.yml │ ├── release_pypi_package.yml │ └── test.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .streamlit └── config.toml ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── Dockerfile ├── LICENCE ├── README.md ├── SECURITY.md ├── assets ├── logo.svg ├── ui-prototype-demo.gif └── ui-prototype-demo.mp4 ├── docs └── mkdocs │ ├── docs │ ├── css │ │ ├── custom.css │ │ ├── extra.css │ │ └── termynal.css │ ├── features.md │ ├── img │ │ ├── favicon.png │ │ ├── logo-white.png │ │ └── logo.svg │ ├── index.md │ ├── js │ │ ├── custom.js │ │ ├── mathjax-config.js │ │ └── termynal.js │ ├── metric-definitions.md │ ├── ml-monitoring.md │ ├── sdk-docs.md │ └── tutorial │ │ ├── installation.md │ │ ├── metrics.md │ │ ├── monitors_alerts.md │ │ └── sdk.md │ └── mkdocs.yml ├── examples ├── docker-compose │ └── docker-compose.yml └── notebooks │ └── sdk-example.ipynb ├── helm_charts └── whitebox │ ├── Chart.yaml │ ├── artifacthub-repo.yml │ ├── templates │ ├── _helpers.tpl │ ├── deployment.yaml │ ├── ingress.yaml │ └── service.yaml │ └── values.yaml ├── pytest.ini ├── requirements.txt ├── scripts └── decrypt_api_key.py ├── setup.py └── whitebox ├── .streamlit └── config.toml ├── __init__.py ├── analytics ├── __init__.py ├── data │ └── testing │ │ ├── classification_test_data.csv │ │ ├── metrics_test_data.csv │ │ ├── regression_test_data.csv │ │ └── udemy_fin_adj.csv ├── drift │ └── pipelines.py ├── metrics │ ├── functions.py │ └── pipelines.py ├── models │ └── pipelines.py ├── tests │ ├── __init__.py │ └── test_pipelines.py └── xai_models │ └── pipelines.py ├── api ├── __init__.py └── v1 │ ├── __init__.py │ ├── alerts.py │ ├── cron_tasks.py │ ├── dataset_rows.py │ ├── docs.py │ ├── drifting_metrics.py │ ├── health.py │ ├── inference_rows.py │ ├── model_integrity_metrics.py │ ├── model_monitors.py │ ├── models.py │ └── performance_metrics.py ├── core ├── __init__.py ├── db.py ├── manager.py └── settings.py ├── cron.py ├── cron_tasks ├── monitoring_alerts.py ├── monitoring_metrics.py ├── shared.py └── tasks.py ├── crud ├── __init__.py ├── alerts.py ├── base.py ├── dataset_rows.py ├── drifting_metrics.py ├── inference_rows.py ├── model_integrity_metrics.py ├── model_monitors.py ├── models.py ├── performance_metrics.py └── users.py ├── entities ├── Alert.py ├── Base.py ├── DatasetRow.py ├── DriftingMetric.py ├── Inference.py ├── Model.py ├── ModelIntegrityMetric.py ├── ModelMonitor.py ├── PerformanceMetric.py ├── User.py └── __init__.py ├── main.py ├── middleware ├── __initi__.py └── auth.py ├── schemas ├── __init__.py ├── alert.py ├── base.py ├── datasetRow.py ├── driftingMetric.py ├── inferenceRow.py ├── model.py ├── modelIntegrityMetric.py ├── modelMonitor.py ├── performanceMetric.py ├── task.py ├── user.py └── utils.py ├── sdk ├── __init__.py └── whitebox.py ├── streamlit ├── app.py ├── cards.py ├── classification_test_data copy.csv ├── classification_test_data.csv ├── config │ └── config_readme.toml ├── mock │ ├── alerts.json │ ├── drift.json │ ├── inferences.json │ ├── monitors.json │ ├── performance.json │ └── t.ipynb ├── mock_app.py ├── references │ ├── logo.png │ └── whitebox2.png ├── tabs │ ├── alerts.py │ ├── drifting.py │ ├── inferences.py │ ├── monitors.py │ ├── overview.py │ ├── performance.py │ └── sidebar.py └── utils │ ├── export.py │ ├── graphs.py │ ├── load.py │ ├── style.css │ └── transformation.py ├── tests ├── __init__.py ├── unit_tests │ └── test_unit.py ├── utils │ └── maps.py └── v1 │ ├── __init__.py │ ├── conftest.py │ ├── mock_data.py │ ├── test_alerts.py │ ├── test_cron_tasks.py │ ├── test_dataset_rows.py │ ├── test_drifting_metrics.py │ ├── test_errors.py │ ├── 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