From d19b9ffc0a4c12ce8650bd3d6cfb7aac7e1f6ef3 Mon Sep 17 00:00:00 2001 From: Beck <164545837+validbeck@users.noreply.github.com> Date: Tue, 28 Jan 2025 12:43:13 -0800 Subject: [PATCH 1/6] Pulling in current latest notebooks --- site/notebooks.zip | Bin 8920919 -> 9486843 bytes .../application_scorecard_executive.ipynb | 293 ++++ .../application_scorecard_full_suite.ipynb | 2 +- .../application_scorecard_with_ml.ipynb | 1224 ++++++++--------- .../ScoreBandDiscriminationMetrics.py | 193 +++ ...ication_scorecard_ongoing_monitoring.ipynb | 1215 ++++++++++++++++ .../how_to/log_metrics_over_time.ipynb | 629 +++++++++ .../images/add_metric_over_time_block.png | Bin 0 -> 58854 bytes site/notebooks/images/log_metric_accuracy.png | Bin 0 -> 96729 bytes site/notebooks/images/log_metric_auc_1.png | Bin 0 -> 76749 bytes site/notebooks/images/log_metric_auc_2.png | Bin 0 -> 62905 bytes site/notebooks/images/log_metric_auc_3.png | Bin 0 -> 73896 bytes site/notebooks/images/log_metric_auc_4.png | Bin 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Together, these products simplify model risk management, facilitate compliance with regulations and institutional standards, and enhance collaboration between yourself and model validators.\n", + "\n", + "\n", + "\n", + "### Before you begin\n", + "This notebook assumes you have basic familiarity with Python, including an understanding of how functions work. If you are new to Python, you can still run the notebook but we recommend further familiarizing yourself with the language.\n", + "\n", + "If you encounter errors due to missing modules in your Python environment, install the modules with `pip install`, and then re-run the notebook. For more help, refer to [Installing Python Modules](https://docs.python.org/3/installing/index.html).\n", + "\n", + "\n", + "\n", + "### New to ValidMind?\n", + "If you haven't already seen our [Get started with the ValidMind Library](https://docs.validmind.ai/developer/get-started-validmind-library.html), we recommend you begin by exploring the available resources in this section. There, you can learn more about documenting models, find code samples, or read our developer reference.\n", + "\n", + "
    For access to all features available in this notebook, create a free ValidMind account.\n", + "

    \n", + "Signing up is FREE — Register with ValidMind
    \n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "\n", + "### Key concepts\n", + "\n", + "**Model documentation**: A structured and detailed record pertaining to a model, encompassing key components such as its underlying assumptions, methodologies, data sources, inputs, performance metrics, evaluations, limitations, and intended uses. It serves to ensure transparency, adherence to regulatory requirements, and a clear understanding of potential risks associated with the model’s application.\n", + "\n", + "**Documentation template**: Functions as a test suite and lays out the structure of model documentation, segmented into various sections and sub-sections. Documentation templates define the structure of your model documentation, specifying the tests that should be run, and how the results should be displayed.\n", + "\n", + "**Tests**: A function contained in the ValidMind Library, designed to run a specific quantitative test on the dataset or model. Tests are the building blocks of ValidMind, used to evaluate and document models and datasets, and can be run individually or as part of a suite defined by your model documentation template.\n", + "\n", + "**Custom tests**: Custom tests are functions that you define to evaluate your model or dataset. These functions can be registered via the ValidMind Library to be used with the ValidMind Platform.\n", + "\n", + "**Inputs**: Objects to be evaluated and documented in the ValidMind Library. They can be any of the following:\n", + "\n", + "- **model**: A single model that has been initialized in ValidMind with [`vm.init_model()`](https://docs.validmind.ai/validmind/validmind.html#init_model).\n", + "- **dataset**: Single dataset that has been initialized in ValidMind with [`vm.init_dataset()`](https://docs.validmind.ai/validmind/validmind.html#init_dataset).\n", + "- **models**: A list of ValidMind models - usually this is used when you want to compare multiple models in your custom test.\n", + "- **datasets**: A list of ValidMind datasets - usually this is used when you want to compare multiple datasets in your custom test. See this [example](https://docs.validmind.ai/notebooks/how_to/run_tests_that_require_multiple_datasets.html) for more information.\n", + "\n", + "**Parameters**: Additional arguments that can be passed when running a ValidMind test, used to pass additional information to a test, customize its behavior, or provide additional context.\n", + "\n", + "**Outputs**: Custom tests can return elements like tables or plots. Tables may be a list of dictionaries (each representing a row) or a pandas DataFrame. Plots may be matplotlib or plotly figures.\n", + "\n", + "**Test suites**: Collections of tests designed to run together to automate and generate model documentation end-to-end for specific use-cases.\n", + "\n", + "Example: The [`classifier_full_suite`](https://docs.validmind.ai/validmind/validmind/test_suites/classifier.html#ClassifierFullSuite) test suite runs tests from the [`tabular_dataset`](https://docs.validmind.ai/validmind/validmind/test_suites/tabular_datasets.html) and [`classifier`](https://docs.validmind.ai/validmind/validmind/test_suites/classifier.html) test suites to fully document the data and model sections for binary classification model use-cases." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "\n", + "## Install the ValidMind Library\n", + "\n", + "To install the library:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%pip install -q validmind" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "\n", + "## Initialize the ValidMind Library\n", + "\n", + "ValidMind generates a unique _code snippet_ for each registered model to connect with your developer environment. You initialize the ValidMind Library with this code snippet, which ensures that your documentation and tests are uploaded to the correct model when you run the notebook.\n", + "\n", + "\n", + "\n", + "### Get your code snippet\n", + "\n", + "1. In a browser, [log in to ValidMind](https://docs.validmind.ai/guide/configuration/log-in-to-validmind.html).\n", + "\n", + "2. In the left sidebar, navigate to **Model Inventory** and click **+ Register Model**.\n", + "\n", + "3. Enter the model details and click **Continue**. ([Need more help?](https://docs.validmind.ai/guide/model-inventory/register-models-in-inventory.html))\n", + "\n", + " For example, to register a model for use with this notebook, select:\n", + "\n", + " - Documentation template: `Credit Risk Scorecard`\n", + " - Use case: `Credit Risk - CECL`\n", + "\n", + " You can fill in other options according to your preference.\n", + "\n", + "4. Go to **Getting Started** and click **Copy snippet to clipboard**.\n", + "\n", + "Next, replace the placeholder with your own code snippet:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import validmind as vm\n", + "\n", + "vm.init(\n", + " api_host = \"https://api.prod.validmind.ai/api/v1/tracking\",\n", + " api_key = \"...\",\n", + " api_secret = \"...\",\n", + " model = \"...\"\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "\n", + "## Document the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from validmind.datasets.credit_risk import lending_club\n", + "from validmind.utils import preview_test_config\n", + "\n", + "scorecard = lending_club.load_scorecard()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "lending_club.init_vm_objects(scorecard)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "test_config = lending_club.load_test_config(scorecard)\n", + "preview_test_config(test_config)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "vm.run_documentation_tests(config=test_config)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "\n", + "## Next steps\n", + "\n", + "You can look at the results of this test suite right in the notebook where you ran the code, as you would expect. But there is a better way — use the ValidMind Platform to work with your model documentation.\n", + "\n", + "\n", + "\n", + "### Work with your model documentation\n", + "\n", + "1. In the ValidMind Platform, go to the **Documentation** page for the model you registered earlier. ([Need more help?](https://docs.validmind.ai/guide/model-documentation/working-with-model-documentation.html))\n", + "\n", + "2. Expand the following sections and take a look around:\n", + "\n", + " - **2. Data Preparation**\n", + " - **3. Model Development**\n", + "\n", + "What you see is the full draft of your model documentation in a more easily consumable version. From here, you can make qualitative edits to model documentation (hint: some of the tests in **2.3. Feature Selection and Engineering** look like they need some attention), view guidelines, collaborate with validators, and submit your model documentation for approval when it's ready.\n", + "\n", + "\n", + "\n", + "### Discover more learning resources\n", + "\n", + "We offer many interactive notebooks to help you document models:\n", + "\n", + "- [Run tests & test suites](https://docs.validmind.ai/developer/model-testing/testing-overview.html)\n", + "- [Code samples](https://docs.validmind.ai/developer/samples-jupyter-notebooks.html)\n", + "\n", + "Or, visit our [documentation](https://docs.validmind.ai/) to learn more about ValidMind." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "\n", + "## Upgrade ValidMind\n", + "\n", + "
    After installing ValidMind, you’ll want to periodically make sure you are on the latest version to access any new features and other enhancements.
    \n", + "\n", + "Retrieve the information for the currently installed version of ValidMind:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%pip show validmind" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If the version returned is lower than the version indicated in our [production open-source code](https://github.com/validmind/validmind-library/blob/prod/validmind/__version__.py), restart your notebook and run:\n", + "\n", + "```bash\n", + "%pip install --upgrade validmind\n", + "```" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You may need to restart your kernel after running the upgrade package for changes to be applied." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "validmind-eEL8LtKG-py3.10", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.13" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/site/notebooks/code_samples/credit_risk/application_scorecard_full_suite.ipynb b/site/notebooks/code_samples/credit_risk/application_scorecard_full_suite.ipynb index 1e956cc1aa..750ebc9672 100644 --- a/site/notebooks/code_samples/credit_risk/application_scorecard_full_suite.ipynb +++ b/site/notebooks/code_samples/credit_risk/application_scorecard_full_suite.ipynb @@ -605,7 +605,7 @@ "\n", " For each metric in the test results, include in the test overview:\n", " - The metric's purpose and what it measures\n", - " - Its mathematical formula in LaTeX notation\n", + " - Its mathematical formula\n", " - The range of possible values\n", " - What constitutes good/bad performance\n", " - How to interpret different values\n", diff --git a/site/notebooks/code_samples/credit_risk/application_scorecard_with_ml.ipynb b/site/notebooks/code_samples/credit_risk/application_scorecard_with_ml.ipynb index 03a6180b83..26a983f10d 100644 --- a/site/notebooks/code_samples/credit_risk/application_scorecard_with_ml.ipynb +++ b/site/notebooks/code_samples/credit_risk/application_scorecard_with_ml.ipynb @@ -545,7 +545,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -606,7 +606,7 @@ "\n", " For each metric in the test results, include in the test overview:\n", " - The metric's purpose and what it measures\n", - " - Its mathematical formula in LaTeX notation\n", + " - Its mathematical formula\n", " - The range of possible values\n", " - What constitutes good/bad performance\n", " - How to interpret different values\n", @@ -648,15 +648,12 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.DatasetDescription:raw_data\",\n", - " inputs={\n", - " \"dataset\": vm_raw_dataset,\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.DatasetDescription:raw_data\",\n", + " inputs={\n", + " \"dataset\": vm_raw_dataset,\n", + " },\n", + ").log()" ] }, { @@ -665,15 +662,12 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.DescriptiveStatistics:raw_data\",\n", - " inputs={\n", - " \"dataset\": vm_raw_dataset,\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.DescriptiveStatistics:raw_data\",\n", + " inputs={\n", + " \"dataset\": vm_raw_dataset,\n", + " }\n", + ").log()" ] }, { @@ -682,18 +676,15 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.MissingValues:raw_data\",\n", - " inputs={\n", - " \"dataset\": vm_raw_dataset,\n", - " },\n", - " params={\n", - " \"min_threshold\": 1\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.MissingValues:raw_data\",\n", + " inputs={\n", + " \"dataset\": vm_raw_dataset,\n", + " },\n", + " params={\n", + " \"min_threshold\": 1\n", + " }\n", + ").log()" ] }, { @@ -702,18 +693,15 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.ClassImbalance:raw_data\",\n", - " inputs={\n", - " \"dataset\": vm_raw_dataset,\n", - " },\n", - " params={\n", - " \"min_percent_threshold\": 10\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.ClassImbalance:raw_data\",\n", + " inputs={\n", + " \"dataset\": vm_raw_dataset,\n", + " },\n", + " params={\n", + " \"min_percent_threshold\": 10\n", + " }\n", + ").log()" ] }, { @@ -722,18 +710,15 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.Duplicates:raw_data\",\n", - " inputs={\n", - " \"dataset\": vm_raw_dataset,\n", - " },\n", - " params={\n", - " \"min_threshold\": 1\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.Duplicates:raw_data\",\n", + " inputs={\n", + " \"dataset\": vm_raw_dataset,\n", + " },\n", + " params={\n", + " \"min_threshold\": 1\n", + " }\n", + ").log()" ] }, { @@ -742,20 +727,17 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.HighCardinality:raw_data\",\n", - " inputs={\n", - " \"dataset\": vm_raw_dataset,\n", - " },\n", - " params={\n", - " \"num_threshold\": 100,\n", - " \"percent_threshold\": 0.1,\n", - " \"threshold_type\": \"percent\"\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.HighCardinality:raw_data\",\n", + " inputs={\n", + " \"dataset\": vm_raw_dataset,\n", + " },\n", + " params={\n", + " \"num_threshold\": 100,\n", + " \"percent_threshold\": 0.1,\n", + " \"threshold_type\": \"percent\"\n", + " }\n", + ").log()" ] }, { @@ -764,18 +746,15 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.Skewness:raw_data\",\n", - " inputs={\n", - " \"dataset\": vm_raw_dataset,\n", - " },\n", - " params={\n", - " \"max_threshold\": 1\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.Skewness:raw_data\",\n", + " inputs={\n", + " \"dataset\": vm_raw_dataset,\n", + " },\n", + " params={\n", + " \"max_threshold\": 1\n", + " }\n", + ").log()" ] }, { @@ -784,18 +763,15 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.UniqueRows:raw_data\",\n", - " inputs={\n", - " \"dataset\": vm_raw_dataset,\n", - " },\n", - " params={\n", - " \"min_percent_threshold\": 1\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.UniqueRows:raw_data\",\n", + " inputs={\n", + " \"dataset\": vm_raw_dataset,\n", + " },\n", + " params={\n", + " \"min_percent_threshold\": 1\n", + " }\n", + ").log()" ] }, { @@ -804,18 +780,15 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.TooManyZeroValues:raw_data\",\n", - " inputs={\n", - " \"dataset\": vm_raw_dataset,\n", - " },\n", - " params={\n", - " \"max_percent_threshold\": 0.03\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.TooManyZeroValues:raw_data\",\n", + " inputs={\n", + " \"dataset\": vm_raw_dataset,\n", + " },\n", + " params={\n", + " \"max_percent_threshold\": 0.03\n", + " }\n", + ").log()" ] }, { @@ -824,18 +797,15 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.IQROutliersTable:raw_data\",\n", - " inputs={\n", - " \"dataset\": vm_raw_dataset,\n", - " },\n", - " params={\n", - " \"threshold\": 5\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.IQROutliersTable:raw_data\",\n", + " inputs={\n", + " \"dataset\": vm_raw_dataset,\n", + " },\n", + " params={\n", + " \"threshold\": 5\n", + " }\n", + ").log()" ] }, { @@ -853,15 +823,12 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.DescriptiveStatistics:preprocessed_data\",\n", - " inputs={\n", - " \"dataset\": vm_preprocess_dataset,\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.DescriptiveStatistics:preprocessed_data\",\n", + " inputs={\n", + " \"dataset\": vm_preprocess_dataset,\n", + " }\n", + ").log()" ] }, { @@ -870,15 +837,12 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.TabularDescriptionTables:preprocessed_data\",\n", - " inputs={\n", - " \"dataset\": vm_preprocess_dataset\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.TabularDescriptionTables:preprocessed_data\",\n", + " inputs={\n", + " \"dataset\": vm_preprocess_dataset\n", + " },\n", + ").log()" ] }, { @@ -887,18 +851,15 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.MissingValues:preprocessed_data\",\n", - " inputs={\n", - " \"dataset\": vm_preprocess_dataset,\n", - " },\n", - " params={\n", - " \"min_threshold\": 1\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.MissingValues:preprocessed_data\",\n", + " inputs={\n", + " \"dataset\": vm_preprocess_dataset,\n", + " },\n", + " params={\n", + " \"min_threshold\": 1\n", + " }\n", + ").log()" ] }, { @@ -907,15 +868,12 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.TabularNumericalHistograms:preprocessed_data\",\n", - " inputs={\n", - " \"dataset\": vm_preprocess_dataset\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.TabularNumericalHistograms:preprocessed_data\",\n", + " inputs={\n", + " \"dataset\": vm_preprocess_dataset\n", + " },\n", + ").log()" ] }, { @@ -924,15 +882,12 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.TabularCategoricalBarPlots:preprocessed_data\",\n", - " inputs={\n", - " \"dataset\": vm_preprocess_dataset\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.TabularCategoricalBarPlots:preprocessed_data\",\n", + " inputs={\n", + " \"dataset\": vm_preprocess_dataset\n", + " },\n", + ").log()" ] }, { @@ -941,18 +896,15 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.TargetRateBarPlots:preprocessed_data\",\n", - " inputs={\n", - " \"dataset\": vm_preprocess_dataset\n", - " },\n", - " params={\n", - " \"default_column\": lending_club.target_column,\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.TargetRateBarPlots:preprocessed_data\",\n", + " inputs={\n", + " \"dataset\": vm_preprocess_dataset\n", + " },\n", + " params={\n", + " \"default_column\": lending_club.target_column,\n", + " },\n", + ").log()" ] }, { @@ -968,15 +920,12 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.DescriptiveStatistics:development_data\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.DescriptiveStatistics:development_data\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " }\n", + ").log()" ] }, { @@ -985,15 +934,12 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.TabularDescriptionTables:development_data\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.TabularDescriptionTables:development_data\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " },\n", + ").log()" ] }, { @@ -1002,18 +948,15 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.ClassImbalance:development_data\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " },\n", - " params={\n", - " \"min_percent_threshold\": 10\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.ClassImbalance:development_data\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " },\n", + " params={\n", + " \"min_percent_threshold\": 10\n", + " }\n", + ").log()" ] }, { @@ -1022,18 +965,15 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.UniqueRows:development_data\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " },\n", - " params={\n", - " \"min_percent_threshold\": 1\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.UniqueRows:development_data\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " },\n", + " params={\n", + " \"min_percent_threshold\": 1\n", + " }\n", + ").log()" ] }, { @@ -1042,15 +982,12 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.TabularNumericalHistograms:development_data\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.TabularNumericalHistograms:development_data\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " },\n", + ").log()" ] }, { @@ -1066,18 +1003,15 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.MutualInformation:development_data\",\n", - " input_grid ={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " },\n", - " params={\n", - " \"min_threshold\": 0.01,\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.MutualInformation:development_data\",\n", + " input_grid ={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " },\n", + " params={\n", + " \"min_threshold\": 0.01,\n", + " },\n", + ").log()" ] }, { @@ -1086,15 +1020,12 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.PearsonCorrelationMatrix:development_data\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.PearsonCorrelationMatrix:development_data\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " }\n", + ").log()" ] }, { @@ -1103,19 +1034,16 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.HighPearsonCorrelation:development_data\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " },\n", - " params={\n", - " \"max_threshold\": 0.3,\n", - " \"top_n_correlations\": 10\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.HighPearsonCorrelation:development_data\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " },\n", + " params={\n", + " \"max_threshold\": 0.3,\n", + " \"top_n_correlations\": 10\n", + " }\n", + ").log()" ] }, { @@ -1124,18 +1052,15 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.WOEBinTable\",\n", - " input_grid={\n", - " \"dataset\": [vm_preprocess_dataset]\n", - " },\n", - " params={\n", - " \"breaks_adj\": lending_club.breaks_adj,\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.WOEBinTable\",\n", + " input_grid={\n", + " \"dataset\": [vm_preprocess_dataset]\n", + " },\n", + " params={\n", + " \"breaks_adj\": lending_club.breaks_adj,\n", + " },\n", + ").log()" ] }, { @@ -1144,18 +1069,15 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.WOEBinPlots\",\n", - " input_grid={\n", - " \"dataset\": [vm_preprocess_dataset]\n", - " },\n", - " params={\n", - " \"breaks_adj\": lending_club.breaks_adj,\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.WOEBinPlots\",\n", + " input_grid={\n", + " \"dataset\": [vm_preprocess_dataset]\n", + " },\n", + " params={\n", + " \"breaks_adj\": lending_club.breaks_adj,\n", + " },\n", + ").log()" ] }, { @@ -1173,15 +1095,12 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.data_validation.DatasetSplit\",\n", - " inputs={\n", - " \"datasets\": [vm_train_ds, vm_test_ds],\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.data_validation.DatasetSplit\",\n", + " inputs={\n", + " \"datasets\": [vm_train_ds, vm_test_ds],\n", + " },\n", + ").log()" ] }, { @@ -1190,15 +1109,12 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.ModelMetadata\",\n", - " input_grid={\n", - " \"model\": [vm_xgb_model, vm_rf_model],\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.ModelMetadata\",\n", + " input_grid={\n", + " \"model\": [vm_xgb_model, vm_rf_model],\n", + " },\n", + ").log()" ] }, { @@ -1207,15 +1123,12 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.sklearn.ModelParameters\",\n", - " input_grid={\n", - " \"model\": [vm_xgb_model, vm_rf_model],\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.sklearn.ModelParameters\",\n", + " input_grid={\n", + " \"model\": [vm_xgb_model, vm_rf_model],\n", + " },\n", + ").log()" ] }, { @@ -1231,16 +1144,13 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.statsmodels.GINITable\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " \"model\": [vm_xgb_model, vm_rf_model],\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.statsmodels.GINITable\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " \"model\": [vm_xgb_model, vm_rf_model],\n", + " },\n", + ").log()" ] }, { @@ -1249,16 +1159,13 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.sklearn.ClassifierPerformance\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " \"model\": [vm_xgb_model, vm_rf_model],\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.sklearn.ClassifierPerformance\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " \"model\": [vm_xgb_model, vm_rf_model],\n", + " },\n", + ").log()" ] }, { @@ -1267,19 +1174,16 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.sklearn.TrainingTestDegradation:XGBoost\",\n", - " inputs={\n", - " \"datasets\": [vm_train_ds, vm_test_ds],\n", - " \"model\": vm_xgb_model,\n", - " },\n", - " params={\n", - " \"max_threshold\": 0.1\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.sklearn.TrainingTestDegradation:XGBoost\",\n", + " inputs={\n", + " \"datasets\": [vm_train_ds, vm_test_ds],\n", + " \"model\": vm_xgb_model,\n", + " },\n", + " params={\n", + " \"max_threshold\": 0.1\n", + " }\n", + ").log()" ] }, { @@ -1288,19 +1192,16 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.sklearn.TrainingTestDegradation:RandomForest\",\n", - " inputs={\n", - " \"datasets\": [vm_train_ds, vm_test_ds],\n", - " \"model\": vm_rf_model,\n", - " },\n", - " params={\n", - " \"max_threshold\": 0.1\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.sklearn.TrainingTestDegradation:RandomForest\",\n", + " inputs={\n", + " \"datasets\": [vm_train_ds, vm_test_ds],\n", + " \"model\": vm_rf_model,\n", + " },\n", + " params={\n", + " \"max_threshold\": 0.1\n", + " }\n", + ").log()" ] }, { @@ -1309,23 +1210,19 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " # Run the test\n", - " result = run_test(\n", - " \"validmind.model_validation.sklearn.HyperParametersTuning\",\n", - " inputs={\n", - " \"model\": vm_xgb_model,\n", - " \"dataset\": vm_train_ds,\n", - " },\n", - " params={\n", - " \"param_grid\": {'n_estimators': [50, 100]},\n", - " \"scoring\": ['roc_auc', 'recall'],\n", - " \"fit_params\": {'eval_set': [(x_test, y_test)], 'verbose': False},\n", - " \"thresholds\": [0.3, 0.5],\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.sklearn.HyperParametersTuning\",\n", + " inputs={\n", + " \"model\": vm_xgb_model,\n", + " \"dataset\": vm_train_ds,\n", + " },\n", + " params={\n", + " \"param_grid\": {'n_estimators': [50, 100]},\n", + " \"scoring\": ['roc_auc', 'recall'],\n", + " \"fit_params\": {'eval_set': [(x_test, y_test)], 'verbose': False},\n", + " \"thresholds\": [0.3, 0.5],\n", + " }\n", + ").log()" ] }, { @@ -1343,16 +1240,13 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.sklearn.ROCCurve\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " \"model\": [vm_xgb_model],\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.sklearn.ROCCurve\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " \"model\": [vm_xgb_model],\n", + " },\n", + ").log()" ] }, { @@ -1361,19 +1255,16 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.sklearn.MinimumROCAUCScore\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " \"model\": [vm_xgb_model],\n", - " },\n", - " params={\n", - " \"min_threshold\": 0.5\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.sklearn.MinimumROCAUCScore\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " \"model\": [vm_xgb_model],\n", + " },\n", + " params={\n", + " \"min_threshold\": 0.5\n", + " }\n", + ").log()" ] }, { @@ -1382,16 +1273,13 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.statsmodels.PredictionProbabilitiesHistogram\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " \"model\": [vm_xgb_model],\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.statsmodels.PredictionProbabilitiesHistogram\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " \"model\": [vm_xgb_model],\n", + " },\n", + ").log()" ] }, { @@ -1400,16 +1288,13 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.statsmodels.CumulativePredictionProbabilities\",\n", - " input_grid={\n", - " \"model\": [vm_xgb_model],\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.statsmodels.CumulativePredictionProbabilities\",\n", + " input_grid={\n", + " \"model\": [vm_xgb_model],\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " },\n", + ").log()" ] }, { @@ -1418,20 +1303,17 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.sklearn.PopulationStabilityIndex\",\n", - " inputs={\n", - " \"datasets\": [vm_train_ds, vm_test_ds],\n", - " \"model\": vm_xgb_model,\n", - " },\n", - " params={\n", - " \"num_bins\": 10,\n", - " \"mode\": \"fixed\"\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.sklearn.PopulationStabilityIndex\",\n", + " inputs={\n", + " \"datasets\": [vm_train_ds, vm_test_ds],\n", + " \"model\": vm_xgb_model,\n", + " },\n", + " params={\n", + " \"num_bins\": 10,\n", + " \"mode\": \"fixed\"\n", + " }\n", + ").log()" ] }, { @@ -1447,19 +1329,16 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.sklearn.ClassifierThresholdOptimization\",\n", - " inputs={\n", - " \"dataset\": vm_train_ds,\n", - " \"model\": vm_xgb_model\n", - " },\n", - " params={\n", - " \"target_recall\": 0.8 # Find a threshold that achieves a recall of 80%\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.sklearn.ClassifierThresholdOptimization\",\n", + " inputs={\n", + " \"dataset\": vm_train_ds,\n", + " \"model\": vm_xgb_model\n", + " },\n", + " params={\n", + " \"target_recall\": 0.8 # Find a threshold that achieves a recall of 80%\n", + " }\n", + ").log()" ] }, { @@ -1468,16 +1347,13 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.sklearn.CalibrationCurve\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " \"model\": [vm_xgb_model],\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.sklearn.CalibrationCurve\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " \"model\": [vm_xgb_model],\n", + " },\n", + ").log()" ] }, { @@ -1486,16 +1362,13 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.sklearn.ConfusionMatrix\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " \"model\": [vm_xgb_model],\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.sklearn.ConfusionMatrix\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " \"model\": [vm_xgb_model],\n", + " },\n", + ").log()" ] }, { @@ -1504,19 +1377,16 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.sklearn.MinimumAccuracy\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " \"model\": [vm_xgb_model],\n", - " },\n", - " params={\n", - " \"min_threshold\": 0.7\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.sklearn.MinimumAccuracy\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " \"model\": [vm_xgb_model],\n", + " },\n", + " params={\n", + " \"min_threshold\": 0.7\n", + " }\n", + ").log()" ] }, { @@ -1525,19 +1395,16 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.sklearn.MinimumF1Score\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " \"model\": [vm_xgb_model],\n", - " },\n", - " params={\n", - " \"min_threshold\": 0.5\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.sklearn.MinimumF1Score\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " \"model\": [vm_xgb_model],\n", + " },\n", + " params={\n", + " \"min_threshold\": 0.5\n", + " }\n", + ").log()" ] }, { @@ -1546,16 +1413,13 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.sklearn.PrecisionRecallCurve\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " \"model\": [vm_xgb_model]\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.sklearn.PrecisionRecallCurve\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " \"model\": [vm_xgb_model]\n", + " },\n", + ").log()" ] }, { @@ -1571,16 +1435,13 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.sklearn.WeakspotsDiagnosis\",\n", - " inputs={\n", - " \"datasets\": [vm_train_ds, vm_test_ds],\n", - " \"model\": vm_xgb_model,\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.sklearn.WeakspotsDiagnosis\",\n", + " inputs={\n", + " \"datasets\": [vm_train_ds, vm_test_ds],\n", + " \"model\": vm_xgb_model,\n", + " },\n", + ").log()" ] }, { @@ -1589,19 +1450,16 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.sklearn.OverfitDiagnosis\",\n", - " inputs={\n", - " \"model\": vm_xgb_model,\n", - " \"datasets\": [vm_train_ds, vm_test_ds],\n", - " },\n", - " params={\n", - " \"cut_off_threshold\": 0.04\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.sklearn.OverfitDiagnosis\",\n", + " inputs={\n", + " \"model\": vm_xgb_model,\n", + " \"datasets\": [vm_train_ds, vm_test_ds],\n", + " },\n", + " params={\n", + " \"cut_off_threshold\": 0.04\n", + " }\n", + ").log()" ] }, { @@ -1610,26 +1468,23 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.sklearn.RobustnessDiagnosis\",\n", - " inputs={\n", - " \"datasets\": [vm_train_ds, vm_test_ds],\n", - " \"model\": vm_xgb_model,\n", - " },\n", - " params={\n", - " \"scaling_factor_std_dev_list\": [\n", - " 0.1,\n", - " 0.2,\n", - " 0.3,\n", - " 0.4,\n", - " 0.5\n", - " ],\n", - " \"performance_decay_threshold\": 0.05\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.sklearn.RobustnessDiagnosis\",\n", + " inputs={\n", + " \"datasets\": [vm_train_ds, vm_test_ds],\n", + " \"model\": vm_xgb_model,\n", + " },\n", + " params={\n", + " \"scaling_factor_std_dev_list\": [\n", + " 0.1,\n", + " 0.2,\n", + " 0.3,\n", + " 0.4,\n", + " 0.5\n", + " ],\n", + " \"performance_decay_threshold\": 0.05\n", + " }\n", + ").log()" ] }, { @@ -1647,16 +1502,13 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.sklearn.PermutationFeatureImportance\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " \"model\": [vm_xgb_model]\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.sklearn.PermutationFeatureImportance\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " \"model\": [vm_xgb_model]\n", + " }\n", + ").log()" ] }, { @@ -1665,16 +1517,13 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.FeaturesAUC\",\n", - " input_grid={\n", - " \"model\": [vm_xgb_model],\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.FeaturesAUC\",\n", + " input_grid={\n", + " \"model\": [vm_xgb_model],\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " },\n", + ").log()" ] }, { @@ -1683,20 +1532,17 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.sklearn.SHAPGlobalImportance\",\n", - " input_grid={\n", - " \"model\": [vm_xgb_model],\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " },\n", - " params={\n", - " \"kernel_explainer_samples\": 10,\n", - " \"tree_or_linear_explainer_samples\": 200,\n", - " }\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.sklearn.SHAPGlobalImportance\",\n", + " input_grid={\n", + " \"model\": [vm_xgb_model],\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " },\n", + " params={\n", + " \"kernel_explainer_samples\": 10,\n", + " \"tree_or_linear_explainer_samples\": 200,\n", + " }\n", + ").log()" ] }, { @@ -1712,18 +1558,15 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", - "\n", - " run_test(\n", - " \"validmind.model_validation.statsmodels.ScorecardHistogram\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds, vm_test_ds],\n", - " },\n", - " params={\n", - " \"score_column\": \"xgb_scores\",\n", - " },\n", - " ).log()" + "run_test(\n", + " \"validmind.model_validation.statsmodels.ScorecardHistogram\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds, vm_test_ds],\n", + " },\n", + " params={\n", + " \"score_column\": \"xgb_scores\",\n", + " },\n", + ").log()" ] }, { @@ -1732,20 +1575,115 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", + "run_test(\n", + " \"validmind.data_validation.ScoreBandDefaultRates\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds],\n", + " \"model\": [vm_xgb_model],\n", + " },\n", + " params = {\n", + " \"score_column\": \"xgb_scores\",\n", + " \"score_bands\": [500, 540, 570]\n", + " }\n", + ").log()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.model_validation.sklearn.ScoreProbabilityAlignment\",\n", + " input_grid={\n", + " \"dataset\": [vm_train_ds],\n", + " \"model\": [vm_xgb_model],\n", + " },\n", + " params={\n", + " \"score_column\": \"xgb_scores\",\n", + " },\n", + ").log()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Custom tests\n", + "\n", + "Custom tests extend the functionality of ValidMind, allowing you to document any model or use case with added flexibility.\n", "\n", - " run_test(\n", - " \"validmind.data_validation.ScoreBandDefaultRates\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds],\n", - " \"model\": [vm_xgb_model],\n", - " },\n", - " params = {\n", - " \"score_column\": \"xgb_scores\",\n", - " \"score_bands\": [500, 540, 570]\n", - " }\n", - " ).log()" + "ValidMind provides a comprehensive set of tests out-of-the-box to evaluate and document your models and datasets. We recognize there will be cases where the default tests do not support a model or dataset, or specific documentation is needed. In these cases, you can create and use your own custom code to accomplish what you need. To streamline custom code integration, we support the creation of custom test functions." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### In-line custom tests\n", + "\n", + "The `@vm.test` decorator is doing the work of creating a wrapper around the function that will allow it to be run by the ValidMind Library. It also registers the test so it can be found by the ID `my_custom_tests.ScoreToOdds\"`. The function `score_to_odds_analysis` takes three arguments `dataset`, `score_column`, and `score_bands`. This is a `VMDataset` and the rest are parameters that can be passed in." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "import plotly.graph_objects as go\n", + "\n", + "\n", + "@vm.test(\"my_custom_tests.ScoreToOdds\")\n", + "def score_to_odds_analysis(dataset, score_column='score', score_bands=[410, 440, 470]):\n", + " \"\"\"\n", + " Analyzes the relationship between score bands and odds (good:bad ratio).\n", + " Good odds = (1 - default_rate) / default_rate\n", + " \n", + " Higher scores should correspond to higher odds of being good.\n", + " \"\"\"\n", + " df = dataset.df\n", + " \n", + " # Create score bands\n", + " df['score_band'] = pd.cut(\n", + " df[score_column],\n", + " bins=[-np.inf] + score_bands + [np.inf],\n", + " labels=[f'<{score_bands[0]}'] + \n", + " [f'{score_bands[i]}-{score_bands[i+1]}' for i in range(len(score_bands)-1)] +\n", + " [f'>{score_bands[-1]}']\n", + " )\n", + " \n", + " # Calculate metrics per band\n", + " results = df.groupby('score_band').agg({\n", + " dataset.target_column: ['mean', 'count']\n", + " })\n", + " \n", + " results.columns = ['Default Rate', 'Total']\n", + " results['Good Count'] = results['Total'] - (results['Default Rate'] * results['Total'])\n", + " results['Bad Count'] = results['Default Rate'] * results['Total']\n", + " results['Odds'] = results['Good Count'] / results['Bad Count']\n", + " \n", + " # Create visualization\n", + " fig = go.Figure()\n", + " \n", + " # Add odds bars\n", + " fig.add_trace(go.Bar(\n", + " name='Odds (Good:Bad)',\n", + " x=results.index,\n", + " y=results['Odds'],\n", + " marker_color='blue'\n", + " ))\n", + " \n", + " fig.update_layout(\n", + " title='Score-to-Odds Analysis',\n", + " yaxis=dict(title='Odds Ratio (Good:Bad)'),\n", + " showlegend=False\n", + " )\n", + " \n", + " return fig" ] }, { @@ -1754,19 +1692,71 @@ "metadata": {}, "outputs": [], "source": [ - "run=True\n", - "if run:\n", + "run_test(\n", + " \"my_custom_tests.ScoreToOdds\",\n", + " inputs={\n", + " \"dataset\": vm_test_ds,\n", + " },\n", + " params={\n", + " \"score_column\": \"xgb_scores\",\n", + " \"score_bands\": [500, 540, 570],\n", + " },\n", + ").log()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Local test provider\n", + "\n", + "The ValidMind Library offers the ability to extend the built-in library of tests with custom tests. A test \"Provider\" is a Python class that gets registered with the ValidMind Library and loads tests based on a test ID, for example `my_test_provider.my_test_id`. The built-in suite of tests that ValidMind offers is technically its own test provider. You can use one the built-in test provider offered by ValidMind (`validmind.tests.test_providers.LocalTestProvider`) or you can create your own. More than likely, you'll want to use the `LocalTestProvider` to add a directory of custom tests but there's flexibility to be able to load tests from any source." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "from validmind.tests import LocalTestProvider\n", "\n", - " run_test(\n", - " \"validmind.model_validation.sklearn.ScoreProbabilityAlignment\",\n", - " input_grid={\n", - " \"dataset\": [vm_train_ds],\n", - " \"model\": [vm_xgb_model],\n", - " },\n", - " params={\n", - " \"score_column\": \"xgb_scores\",\n", - " },\n", - " ).log()" + "# Define the folder where your tests are located\n", + "tests_folder = \"custom_tests\"\n", + "\n", + "# initialize the test provider with the tests folder we created earlier\n", + "my_test_provider = LocalTestProvider(tests_folder)\n", + "\n", + "vm.tests.register_test_provider(\n", + " namespace=\"my_test_provider\",\n", + " test_provider=my_test_provider,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we have our test provider set up, we can run any test that's located in our tests folder by using the `run_test()` method. This function is your entry point to running single tests in the ValidMind Library. It takes a test ID and runs the test associated with that ID. For our custom tests, the test ID will be the `namespace` specified when registering the provider, followed by the path to the test file relative to the tests folder. For example, the Confusion Matrix test we created earlier will have the test ID `my_test_provider.ConfusionMatrix`. You could organize the tests in subfolders, say `classification` and `regression`, and the test ID for the Confusion Matrix test would then be `my_test_provider.classification.ConfusionMatrix`." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"my_test_provider.ScoreBandDiscriminationMetrics\",\n", + " inputs={\n", + " \"dataset\": vm_test_ds,\n", + " \"model\": vm_xgb_model,\n", + " },\n", + " params={\n", + " \"score_column\": \"xgb_scores\",\n", + " \"score_bands\": [500, 540, 570],\n", + " }\n", + ").log(section_id=\"interpretability_insights\")" ] }, { diff --git a/site/notebooks/code_samples/credit_risk/custom_tests/ScoreBandDiscriminationMetrics.py b/site/notebooks/code_samples/credit_risk/custom_tests/ScoreBandDiscriminationMetrics.py new file mode 100644 index 0000000000..62127d82ec --- /dev/null +++ b/site/notebooks/code_samples/credit_risk/custom_tests/ScoreBandDiscriminationMetrics.py @@ -0,0 +1,193 @@ +# Copyright © 2023-2024 ValidMind Inc. All rights reserved. +# See the LICENSE file in the root of this repository for details. +# SPDX-License-Identifier: AGPL-3.0 AND ValidMind Commercial + +import numpy as np +import pandas as pd +import plotly.graph_objects as go +from sklearn.metrics import roc_curve, roc_auc_score +from typing import Tuple +from validmind import tags, tasks +from validmind.vm_models import VMDataset, VMModel + + +@tags("visualization", "credit_risk", "scorecard") +@tasks("classification") +def ScoreBandDiscriminationMetrics( + dataset: VMDataset, + model: VMModel, + score_column: str = "score", + score_bands: list = None, + title: str = "Score Band Discrimination Metrics", +) -> Tuple[go.Figure, pd.DataFrame]: + """ + Evaluates discrimination metrics (AUC, GINI, KS) across different score bands for credit risk assessment. + + ### Purpose + + The Score Band Discrimination Metrics test is designed to evaluate the model's discriminatory power across + different score ranges. By segmenting the score distribution into bands and calculating key discrimination + metrics within each band, this test helps identify whether the model maintains consistent performance across + the entire score spectrum. This is crucial for understanding if the model's ability to separate good and bad + accounts varies significantly across different score ranges. + + ### Test Mechanism + + This test proceeds by first segmenting the score distribution into predefined bands. For each band, it + calculates three key discrimination metrics: AUC (Area Under the Curve), GINI coefficient, and KS + (Kolmogorov-Smirnov) statistic. The AUC measures the model's ability to rank order risk, the GINI + coefficient provides a measure of inequality in the predictions, and the KS statistic quantifies the maximum + separation between cumulative distributions. The test also tracks the population distribution and default + rates across bands to provide context for the discrimination metrics. + + ### Signs of High Risk + + - Significant variations in discrimination metrics between adjacent score bands + - Very low metric values in specific score ranges, indicating poor discrimination + - Inconsistent patterns in metric values across the score spectrum + - Large disparities between band-specific metrics and overall metrics + - Unexpected relationships between default rates and discrimination metrics + - Insufficient population in certain score bands for reliable metric calculation + + ### Strengths + + - Provides a comprehensive view of model discrimination across the score spectrum + - Combines multiple complementary metrics for robust performance assessment + - Identifies specific score ranges where model performance might be suboptimal + - Includes population and default rate context for better interpretation + - Handles edge cases such as single-class bands and insufficient data + - Enables visual comparison of metrics across score bands + + ### Limitations + + - Requires sufficient data in each score band for reliable metric calculation + - May be sensitive to the choice of score band boundaries + - Does not account for business importance of different score ranges + - Metrics may be unstable in bands with very low default rates + - Cannot directly suggest optimal score band boundaries + - Limited to assessing discrimination aspects of model performance + """ + if score_column not in dataset.df.columns: + raise ValueError(f"Score column '{score_column}' not found in dataset") + + df = dataset.df.copy() + + # Default score bands if none provided + if score_bands is None: + score_bands = [410, 440, 470] + + # Create band labels + band_labels = [ + f"{score_bands[i]}-{score_bands[i+1]}" for i in range(len(score_bands) - 1) + ] + band_labels.insert(0, f"<{score_bands[0]}") + band_labels.append(f">{score_bands[-1]}") + + # Bin the scores + df["score_band"] = pd.cut( + df[score_column], bins=[-np.inf] + score_bands + [np.inf], labels=band_labels + ) + + # Calculate metrics for each band + results = [] + for band in band_labels: + band_mask = df["score_band"] == band + if band_mask.sum() > 1: # Need at least 2 samples + y_true = df[band_mask][dataset.target_column].values + y_prob = dataset.y_prob(model)[ + band_mask + ] # Get predicted probabilities using dataset method + + # Convert to float arrays + y_true = np.array(y_true, dtype=float) + y_prob = np.array(y_prob, dtype=float) + + # Calculate metrics + try: + fpr, tpr, _ = roc_curve(y_true, y_prob) + ks = max(tpr - fpr) + auc = roc_auc_score(y_true, y_prob) + gini = 2 * auc - 1 + except ValueError: # Handle cases with single class + ks, auc, gini = 0, 0.5, 0 + + results.append( + { + "Score Band": band, + "Population Count": band_mask.sum(), + "Population (%)": (band_mask.sum() / len(df)) * 100, + "AUC": auc, + "GINI": gini, + "KS": ks, + "Default Rate (%)": (y_true.mean() * 100), + } + ) + + # Calculate total metrics + y_true = df[dataset.target_column].values + y_prob = dataset.y_prob(model) # Get predicted probabilities for total calculation + + fpr, tpr, _ = roc_curve(y_true, y_prob) + total_ks = max(tpr - fpr) + total_auc = roc_auc_score(y_true, y_prob) + total_gini = 2 * total_auc - 1 + + # Add total row + results.append( + { + "Score Band": f"Total ({df[score_column].min():.0f}-{df[score_column].max():.0f})", + "Population Count": len(df), + "Population (%)": 100.0, + "AUC": total_auc, + "GINI": total_gini, + "KS": total_ks, + "Default Rate (%)": (y_true.mean() * 100), + } + ) + + results_df = pd.DataFrame(results) + + # Create visualization (excluding total) + fig = go.Figure() + + # Filter out the total row for plotting + plot_df = results_df[results_df["Score Band"].str.contains("Total") == False] + + # Add metric bars + for metric, color in [ + ("AUC", "rgb(31, 119, 180)"), + ("GINI", "rgb(255, 127, 14)"), + ("KS", "rgb(44, 160, 44)"), + ]: + fig.add_trace( + go.Bar( + name=metric, + x=plot_df["Score Band"], + y=plot_df[metric], + marker_color=color, + ) + ) + + # Add default rate line (excluding total) + fig.add_trace( + go.Scatter( + name="Default Rate (%)", + x=plot_df["Score Band"], + y=plot_df["Default Rate (%)"], + yaxis="y2", + line=dict(color="red", width=2), + ) + ) + + # Update layout + fig.update_layout( + title=title, + xaxis_title="Score Band", + yaxis_title="Discrimination Metrics", + yaxis2=dict(title="Default Rate (%)", overlaying="y", side="right"), + barmode="group", + showlegend=True, + height=600, + ) + + return fig, results_df diff --git a/site/notebooks/code_samples/ongoing_monitoring/application_scorecard_ongoing_monitoring.ipynb b/site/notebooks/code_samples/ongoing_monitoring/application_scorecard_ongoing_monitoring.ipynb new file mode 100644 index 0000000000..ab5d6d4bf6 --- /dev/null +++ b/site/notebooks/code_samples/ongoing_monitoring/application_scorecard_ongoing_monitoring.ipynb @@ -0,0 +1,1215 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Ongoing Monitoring for Application Scorecard \n", + "\n", + "In this notebook, you'll learn how to seamlessly monitor your production models using the ValidMind Platform.\n", + "\n", + "We'll walk you through the process of initializing the ValidMind Library, loading a sample dataset and model, and running a monitoring test suite to quickly generate documentation about your new data and model." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## About ValidMind\n", + "\n", + "ValidMind is a suite of tools for managing model risk, including risk associated with AI and statistical models.\n", + "\n", + "You use the ValidMind Library to automate documentation, validation, monitoring tests, and then use the ValidMind Platform to collaborate on model documentation. Together, these products simplify model risk management, facilitate compliance with regulations and institutional standards, and enhance collaboration between yourself and model validators.\n", + "\n", + "\n", + "\n", + "### Before you begin\n", + "\n", + "This notebook assumes you have basic familiarity with Python, including an understanding of how functions work. If you are new to Python, you can still run the notebook but we recommend further familiarizing yourself with the language. \n", + "\n", + "If you encounter errors due to missing modules in your Python environment, install the modules with `pip install`, and then re-run the notebook. For more help, refer to [Installing Python Modules](https://docs.python.org/3/installing/index.html).\n", + "\n", + "\n", + "\n", + "### New to ValidMind?\n", + "\n", + "If you haven't already seen our [Get started with the ValidMind Library](https://docs.validmind.ai/developer/get-started-validmind-library.html), we recommend you explore the available resources for developers at some point. There, you can learn more about documenting models, find code samples, or read our developer reference.\n", + "\n", + "
    For access to all features available in this notebook, create a free ValidMind account.\n", + "

    \n", + "Signing up is FREE — Register with ValidMind
    \n", + "\n", + "\n", + "\n", + "### Key concepts\n", + "\n", + "**Model documentation**: A structured and detailed record pertaining to a model, encompassing key components such as its underlying assumptions, methodologies, data sources, inputs, performance metrics, evaluations, limitations, and intended uses. It serves to ensure transparency, adherence to regulatory requirements, and a clear understanding of potential risks associated with the model’s application.\n", + "\n", + "**Documentation template**: Functions as a test suite and lays out the structure of model documentation, segmented into various sections and sub-sections. Documentation templates define the structure of your model documentation, specifying the tests that should be run, and how the results should be displayed.\n", + "\n", + "**Model monitoring documentation**: A comprehensive and structured record of a production model, including key elements such as data sources, inputs, performance metrics, and periodic evaluations. This documentation ensures transparency and visibility of the model's performance in the production environment.\n", + "\n", + "**Monitoring documentation template**: Similar to documentation template, The monitoring documentation template functions as a test suite and lays out the structure of model monitoring documentation, segmented into various sections and sub-sections. Monitoring documentation templates define the structure of your model monitoring documentation, specifying the tests that should be run, and how the results should be displayed.\n", + "\n", + "**Tests**: A function contained in the ValidMind Library, designed to run a specific quantitative test on the dataset or model. Tests are the building blocks of ValidMind, used to evaluate and document models and datasets, and can be run individually or as part of a suite defined by your model documentation template.\n", + "\n", + "**Custom tests**: Custom tests are functions that you define to evaluate your model or dataset. These functions can be registered via the ValidMind Library to be used with the ValidMind Platform.\n", + "\n", + "**Inputs**: Objects to be evaluated and documented in the ValidMind Library. They can be any of the following:\n", + "\n", + " - **model**: A single model that has been initialized in ValidMind with [`vm.init_model()`](https://docs.validmind.ai/validmind/validmind.html#init_model).\n", + " - **dataset**: Single dataset that has been initialized in ValidMind with [`vm.init_dataset()`](https://docs.validmind.ai/validmind/validmind.html#init_dataset).\n", + " - **models**: A list of ValidMind models - usually this is used when you want to compare multiple models in your custom test.\n", + " - **datasets**: A list of ValidMind datasets - usually this is used when you want to compare multiple datasets in your custom test. See this [example](https://docs.validmind.ai/notebooks/how_to/run_tests_that_require_multiple_datasets.html) for more information.\n", + "\n", + "**Parameters**: Additional arguments that can be passed when running a ValidMind test, used to pass additional information to a test, customize its behavior, or provide additional context.\n", + "\n", + "**Outputs**: Custom tests can return elements like tables or plots. Tables may be a list of dictionaries (each representing a row) or a pandas DataFrame. Plots may be matplotlib or plotly figures." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Install the ValidMind Library\n", + "\n", + "To install the library:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%pip install -q validmind" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Initialize the ValidMind Library\n", + "\n", + "ValidMind generates a unique _code snippet_ for each registered model to connect with your developer environment. You initialize the ValidMind Library with this code snippet, which ensures that your documentation and tests are uploaded to the correct model when you run the notebook.\n", + "\n", + "\n", + "\n", + "### Get your code snippet\n", + "\n", + "1. In a browser, [log in to ValidMind](https://docs.validmind.ai/guide/configuration/log-in-to-validmind.html).\n", + "\n", + "2. In the left sidebar, navigate to **Model Inventory** and click **+ Register Model**.\n", + "\n", + "3. Enter the model details and click **Continue**. ([Need more help?](https://docs.validmind.ai/guide/model-inventory/register-models-in-inventory.html))\n", + "\n", + " For example, to register a model for use with this notebook, select:\n", + "\n", + " - Documentation template: `Binary classification`\n", + " - Use case: `Marketing/Sales - Attrition/Churn Management`\n", + "\n", + " You can fill in other options according to your preference.\n", + "\n", + "4. Go to **Getting Started** and click **Copy snippet to clipboard**.\n", + "\n", + "Next, [load your model identifier credentials from an `.env` file](https://docs.validmind.ai/developer/model-documentation/store-credentials-in-env-file.html) or replace the placeholder with your own code snippet:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Load your model identifier credentials from an `.env` file\n", + "\n", + "%load_ext dotenv\n", + "%dotenv .env\n", + "\n", + "# Or replace with your code snippet\n", + "\n", + "import validmind as vm\n", + "\n", + "vm.init(\n", + " api_host = \"https://api.prod.validmind.ai/api/v1/tracking\",\n", + " api_key = \"...\",\n", + " api_secret = \"...\",\n", + " model = \"...\",\n", + " monitoring = True\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Initialize the Python environment\n", + "\n", + "Next, let's import the necessary libraries and set up your Python environment for data analysis:" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "import xgboost as xgb\n", + "import numpy as np\n", + "\n", + "from datetime import datetime, timedelta\n", + "\n", + "from validmind.tests import run_test\n", + "from validmind.datasets.credit_risk import lending_club\n", + "from validmind.unit_metrics import list_metrics\n", + "from validmind.unit_metrics import describe_metric\n", + "from validmind.unit_metrics import run_metric\n", + "from validmind.api_client import log_metric\n", + "\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Preview the monitoring template\n", + "\n", + "A template predefines sections for your model monitoring documentation and provides a general outline to follow, making the documentation process much easier.\n", + "\n", + "You will upload documentation and test results into this template later on. For now, take a look at the structure that the template provides with the `vm.preview_template()` function from the ValidMind library and note the empty sections:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "vm.preview_template()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load the reference and monitoring datasets\n", + "\n", + "The sample dataset used here is provided by the ValidMind library. For demonstration purposes we'll use the training, test dataset splits as `reference` and `monitoring` datasets." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df = lending_club.load_data(source=\"offline\")\n", + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "preprocess_df = lending_club.preprocess(df)\n", + "preprocess_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "fe_df = lending_club.feature_engineering(preprocess_df)\n", + "fe_df.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Train the model\n", + "\n", + "In this section, we focus on constructing and refining our predictive model. \n", + "- We begin by dividing our data, which is based on Weight of Evidence (WoE) features, into training and testing sets (`train_df`, `test_df`). \n", + "- With `lending_club.split`, we employ a simple random split, randomly allocating data points to each set to ensure a mix of examples in both." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Split the data\n", + "train_df, test_df = lending_club.split(fe_df, test_size=0.2)\n", + "\n", + "x_train = train_df.drop(lending_club.target_column, axis=1)\n", + "y_train = train_df[lending_club.target_column]\n", + "\n", + "x_test = test_df.drop(lending_club.target_column, axis=1)\n", + "y_test = test_df[lending_club.target_column]" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "# Define the XGBoost model\n", + "xgb_model = xgb.XGBClassifier(\n", + " n_estimators=50, \n", + " random_state=42, \n", + " early_stopping_rounds=10\n", + ")\n", + "xgb_model.set_params(\n", + " eval_metric=[\"error\", \"logloss\", \"auc\"],\n", + ")\n", + "\n", + "# Fit the model\n", + "xgb_model.fit(\n", + " x_train, \n", + " y_train,\n", + " eval_set=[(x_test, y_test)],\n", + " verbose=False\n", + ")\n", + "\n", + "# Compute probabilities\n", + "train_xgb_prob = xgb_model.predict_proba(x_train)[:, 1]\n", + "test_xgb_prob = xgb_model.predict_proba(x_test)[:, 1]\n", + "\n", + "# Compute binary predictions\n", + "cut_off_threshold = 0.3\n", + "train_xgb_binary_predictions = (train_xgb_prob > cut_off_threshold).astype(int)\n", + "test_xgb_binary_predictions = (test_xgb_prob > cut_off_threshold).astype(int)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Initialize the ValidMind datasets\n", + "\n", + "Before you can run tests, you must first initialize a ValidMind dataset object using the [`init_dataset`](https://docs.validmind.ai/validmind/validmind.html#init_dataset) function from the ValidMind (`vm`) module.\n", + "\n", + "This function takes a number of arguments:\n", + "\n", + "- `dataset` — The raw dataset that you want to provide as input to tests.\n", + "- `input_id` - A unique identifier that allows tracking what inputs are used when running each individual test.\n", + "- `target_column` — A required argument if tests require access to true values. This is the name of the target column in the dataset.\n", + "\n", + "With all datasets ready, you can now initialize training, reference(test) and monitor datasets (`reference_df` and `monitor_df`) created earlier into their own dataset objects using [`vm.init_dataset()`](https://docs.validmind.ai/validmind/validmind.html#init_dataset):" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "vm_reference_ds = vm.init_dataset(\n", + " dataset=train_df,\n", + " input_id=\"reference_dataset\",\n", + " target_column=lending_club.target_column,\n", + ")\n", + "\n", + "vm_monitoring_ds = vm.init_dataset(\n", + " dataset=test_df,\n", + " input_id=\"monitoring_dataset\",\n", + " target_column=lending_club.target_column,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Initialize a model object\n", + "\n", + "You will also need to initialize a ValidMind model object (`vm_model`) that can be passed to other functions for analysis and tests on the data. You simply intialize this model object with [`vm.init_model()`](https://docs.validmind.ai/validmind/validmind.html#init_model):" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "vm_xgb_model = vm.init_model(\n", + " xgb_model,\n", + " input_id=\"xgb_model\",\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Assign prediction values and probabilities to the datasets\n", + "\n", + "With our model now trained, we'll move on to assigning both the predictive probabilities coming directly from the model's predictions, and the binary prediction after applying the cutoff threshold described in the previous steps. \n", + "- These tasks are achieved through the use of the `assign_predictions()` method associated with the VM `dataset` object.\n", + "- This method links the model's class prediction values and probabilities to our VM train and test datasets." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "vm_reference_ds.assign_predictions(\n", + " model=vm_xgb_model,\n", + " prediction_values=train_xgb_binary_predictions,\n", + " prediction_probabilities=train_xgb_prob,\n", + ")\n", + "\n", + "vm_monitoring_ds.assign_predictions(\n", + " model=vm_xgb_model,\n", + " prediction_values=test_xgb_binary_predictions,\n", + " prediction_probabilities=test_xgb_prob,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Compute credit risk scores\n", + "\n", + "In this phase, we translate model predictions into actionable scores using probability estimates generated by our trained model." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "train_xgb_scores = lending_club.compute_scores(train_xgb_prob)\n", + "test_xgb_scores = lending_club.compute_scores(test_xgb_prob)\n", + "\n", + "# Assign scores to the datasets\n", + "vm_reference_ds.add_extra_column(\"xgb_scores\", train_xgb_scores)\n", + "vm_monitoring_ds.add_extra_column(\"xgb_scores\", test_xgb_scores)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Adding custom context to the LLM descriptions\n", + "\n", + "To enable the LLM descriptions context, you need to set the `VALIDMIND_LLM_DESCRIPTIONS_CONTEXT_ENABLED` environment variable to `1`. This will enable the LLM descriptions context, which will be used to provide additional context to the LLM descriptions. This is a global setting that will affect all tests." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "os.environ[\"VALIDMIND_LLM_DESCRIPTIONS_CONTEXT_ENABLED\"] = \"1\"\n", + "\n", + "context = \"\"\"\n", + "FORMAT FOR THE LLM DESCRIPTIONS: \n", + " **** is designed to .\n", + "\n", + " The test operates by \n", + "\n", + " The primary advantages of this test include \n", + "\n", + " Users should be aware that \n", + "\n", + " **Key Insights:**\n", + "\n", + " The test results reveal:\n", + "\n", + " - ****: \n", + " - ****: \n", + " ...\n", + "\n", + " Based on these results, \n", + "\n", + "ADDITIONAL INSTRUCTIONS:\n", + " Present insights in order from general to specific, with each insight as a single bullet point with bold title.\n", + "\n", + " For each metric in the test results, include in the test overview:\n", + " - The metric's purpose and what it measures\n", + " - Its mathematical formula\n", + " - The range of possible values\n", + " - What constitutes good/bad performance\n", + " - How to interpret different values\n", + "\n", + " Each insight should progressively cover:\n", + " 1. Overall scope and distribution\n", + " 2. Complete breakdown of all elements with specific values\n", + " 3. Natural groupings and patterns\n", + " 4. Comparative analysis between datasets/categories\n", + " 5. Stability and variations\n", + " 6. Notable relationships or dependencies\n", + "\n", + " Remember:\n", + " - Keep all insights at the same level (no sub-bullets or nested structures)\n", + " - Make each insight complete and self-contained\n", + " - Include specific numerical values and ranges\n", + " - Cover all elements in the results comprehensively\n", + " - Maintain clear, concise language\n", + " - Use only \"- **Title**: Description\" format for insights\n", + " - Progress naturally from general to specific observations\n", + "\n", + "\"\"\".strip()\n", + "\n", + "os.environ[\"VALIDMIND_LLM_DESCRIPTIONS_CONTEXT\"] = context" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Monitoring data description\n", + "\n", + "The Monitoring Data Description tests aim to provide a comprehensive statistical analysis of the monitoring dataset's characteristics. These tests examine the basic statistical properties, identify any missing data patterns, assess data uniqueness, visualize numerical feature distributions, and evaluate feature relationships through correlation analysis.\n", + "\n", + "The primary objective is to establish a baseline understanding of the monitoring data's structure and quality, enabling the detection of any significant deviations from expected patterns that could impact model performance. Each test is designed to capture different aspects of the data, from univariate statistics to multivariate relationships, providing a foundation for ongoing data quality assessment in the production environment." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.data_validation.DescriptiveStatistics:monitoring_data\",\n", + " inputs={\n", + " \"dataset\": vm_monitoring_ds,\n", + " }\n", + ").log()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.data_validation.MissingValues:monitoring_data\",\n", + " inputs={\n", + " \"dataset\": vm_monitoring_ds,\n", + " },\n", + " params={\n", + " \"min_threshold\": 1\n", + " }\n", + ").log()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.data_validation.UniqueRows:monitoring_data\",\n", + " inputs={\n", + " \"dataset\": vm_monitoring_ds,\n", + " },\n", + " params={\n", + " \"min_percent_threshold\": 1\n", + " }\n", + ").log()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.data_validation.TabularNumericalHistograms:monitoring_data\",\n", + " inputs={\n", + " \"dataset\": vm_monitoring_ds,\n", + " },\n", + ").log()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.data_validation.PearsonCorrelationMatrix:monitoring_data\",\n", + " inputs={\n", + " \"dataset\": vm_monitoring_ds,\n", + " }\n", + ").log()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.data_validation.HighPearsonCorrelation:monitoring_data\",\n", + " inputs={\n", + " \"dataset\": vm_monitoring_ds,\n", + " },\n", + " params={\n", + " \"feature_columns\": vm_monitoring_ds.feature_columns,\n", + " \"max_threshold\": 0.5,\n", + " \"top_n_correlations\": 10\n", + " }\n", + ").log()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.ongoing_monitoring.ClassImbalanceDrift\",\n", + " inputs={\n", + " \"datasets\": [vm_reference_ds, vm_monitoring_ds],\n", + " },\n", + " params={\n", + " \"drift_pct_threshold\": 1\n", + " },\n", + ").log()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Target and feature drift\n", + "\n", + "Next, the goal is to investigate the distributional characteristics of predictions and features to determine if the underlying data has changed. These tests are crucial for assessing the expected accuracy of the model.\n", + "\n", + "1. **Target drift:** We compare the dataset used for testing (reference data) with the monitoring data. This helps to identify any shifts in the target variable distribution.\n", + "2. **Feature drift:** We compare the training dataset with the monitoring data. Since features were used to train the model, any drift in these features could indicate potential issues, as the underlying patterns that the model was trained on may have changed." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next, we can examine the correlation between features and predictions. Significant changes in these correlations may trigger a deeper assessment." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.model_validation.sklearn.PopulationStabilityIndex\",\n", + " inputs={\n", + " \"datasets\": [vm_reference_ds, vm_monitoring_ds],\n", + " \"model\": vm_xgb_model,\n", + " },\n", + ").log()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.ongoing_monitoring.TargetPredictionDistributionPlot\",\n", + " inputs={\n", + " \"datasets\": [vm_reference_ds, vm_monitoring_ds],\n", + " \"model\": vm_xgb_model,\n", + " },\n", + " params={\n", + " \"drift_pct_threshold\": 5\n", + " },\n", + ").log()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we want see difference in correlation pairs between model prediction and features." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.ongoing_monitoring.PredictionCorrelation\",\n", + " inputs={\n", + " \"datasets\": [vm_reference_ds, vm_monitoring_ds],\n", + " \"model\": vm_xgb_model,\n", + " },\n", + " params={\n", + " \"drift_pct_threshold\": 5\n", + " },\n", + ").log()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally for target drift, let's plot each prediction value and feature grid side by side." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.ongoing_monitoring.PredictionQuantilesAcrossFeatures\",\n", + " inputs={\n", + " \"datasets\": [vm_reference_ds, vm_monitoring_ds],\n", + " \"model\": vm_xgb_model,\n", + " },\n", + ").log()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next, let's add run a test to investigate how or if the features have drifted. In this instance we want to compare the training data with prediction data." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.ongoing_monitoring.FeatureDrift\",\n", + " inputs={\n", + " \"datasets\": [vm_reference_ds, vm_monitoring_ds],\n", + " \"model\": vm_xgb_model,\n", + " },\n", + " params={\n", + " \"psi_threshold\": 0.2,\n", + " },\n", + ").log()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Classification accuracy\n", + "\n", + "We now evaluate the model's predictive performance by comparing its behavior between reference and monitoring datasets. These tests analyze shifts in overall accuracy metrics, examine changes in the confusion matrix to identify specific classification pattern changes, and assess the model's probability calibration across different prediction thresholds. \n", + "\n", + "The primary objective is to detect any degradation in the model's classification performance that might indicate reliability issues in production. The tests provide both aggregate performance metrics and detailed breakdowns of prediction patterns, enabling the identification of specific areas where the model's accuracy might be deteriorating." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.ongoing_monitoring.ClassificationAccuracyDrift\",\n", + " inputs={\n", + " \"datasets\": [vm_reference_ds, vm_monitoring_ds],\n", + " \"model\": vm_xgb_model,\n", + " },\n", + " params={\n", + " \"drift_pct_threshold\": 5,\n", + " },\n", + ").log()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.ongoing_monitoring.ConfusionMatrixDrift\",\n", + " inputs={\n", + " \"datasets\": [vm_reference_ds, vm_monitoring_ds],\n", + " \"model\": vm_xgb_model,\n", + " },\n", + " params={\n", + " \"drift_pct_threshold\": 5,\n", + " },\n", + ").log()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.ongoing_monitoring.CalibrationCurveDrift\",\n", + " inputs={\n", + " \"datasets\": [vm_reference_ds, vm_monitoring_ds],\n", + " \"model\": vm_xgb_model,\n", + " },\n", + " params={\n", + " \"n_bins\": 10,\n", + " \"drift_pct_threshold\": 10,\n", + " },\n", + ").log()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Class discrimination\n", + "\n", + "The following tests assess the model's ability to effectively separate different classes in both reference and monitoring datasets. These tests analyze the model's discriminative power by examining the separation between class distributions, evaluating changes in the ROC curve characteristics, comparing probability distribution patterns, and assessing cumulative prediction trends. \n", + "\n", + "The primary objective is to identify any deterioration in the model's ability to distinguish between classes, which could indicate a decline in model effectiveness. The tests examine both the overall discriminative capability and the granular patterns in prediction distributions, providing insights into whether the model maintains its ability to effectively differentiate between classes in the production environment." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.ongoing_monitoring.ClassDiscriminationDrift\",\n", + " inputs={\n", + " \"datasets\": [vm_reference_ds, vm_monitoring_ds],\n", + " \"model\": vm_xgb_model,\n", + " },\n", + " params={\n", + " \"drift_pct_threshold\": 5,\n", + " },\n", + ").log()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.ongoing_monitoring.ROCCurveDrift\",\n", + " inputs={\n", + " \"datasets\": [vm_reference_ds, vm_monitoring_ds],\n", + " \"model\": vm_xgb_model,\n", + " }\n", + ").log()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.ongoing_monitoring.PredictionProbabilitiesHistogramDrift\",\n", + " inputs={\n", + " \"datasets\": [vm_reference_ds, vm_monitoring_ds],\n", + " \"model\": vm_xgb_model,\n", + " },\n", + " params={\n", + " \"drift_pct_threshold\": 10,\n", + " },\n", + ").log()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.ongoing_monitoring.CumulativePredictionProbabilitiesDrift\",\n", + " inputs={\n", + " \"datasets\": [vm_reference_ds, vm_monitoring_ds],\n", + " \"model\": vm_xgb_model,\n", + " }\n", + ").log()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Scoring\n", + "\n", + "Next we analyze the distribution and stability of credit scores across reference and monitoring datasets. These tests evaluate shifts in score distributions, examine changes in score band populations, and assess the relationship between scores and default rates. \n", + "\n", + "The primary objective is to identify any significant changes in how the model assigns credit scores, which could indicate drift in risk assessment capabilities. The tests examine both the overall score distribution patterns and the specific performance within defined score bands, providing insights into whether the model maintains consistent and reliable risk segmentation." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.ongoing_monitoring.ScorecardHistogramDrift\",\n", + " inputs={\n", + " \"datasets\": [vm_reference_ds, vm_monitoring_ds],\n", + " },\n", + " params={\n", + " \"score_column\": \"xgb_scores\",\n", + " \"drift_pct_threshold\": 20,\n", + " },\n", + ").log()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.ongoing_monitoring.ScoreBandsDrift\",\n", + " inputs={\n", + " \"datasets\": [vm_reference_ds, vm_monitoring_ds],\n", + " \"model\": vm_xgb_model,\n", + " },\n", + " params={\n", + " \"score_column\": \"xgb_scores\",\n", + " \"score_bands\": [500, 540, 570],\n", + " \"drift_pct_threshold\": 20,\n", + " },\n", + ").log()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Model insights" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.model_validation.sklearn.PermutationFeatureImportance\",\n", + " input_grid={\n", + " \"dataset\": [vm_reference_ds, vm_monitoring_ds],\n", + " \"model\": [vm_xgb_model]\n", + " }\n", + ").log()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.model_validation.FeaturesAUC\",\n", + " input_grid={\n", + " \"model\": [vm_xgb_model],\n", + " \"dataset\": [vm_reference_ds, vm_monitoring_ds],\n", + " },\n", + ").log()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.model_validation.sklearn.SHAPGlobalImportance\",\n", + " input_grid={\n", + " \"model\": [vm_xgb_model],\n", + " \"dataset\": [vm_reference_ds, vm_monitoring_ds],\n", + " },\n", + " params={\n", + " \"kernel_explainer_samples\": 10,\n", + " \"tree_or_linear_explainer_samples\": 200,\n", + " }\n", + ").log()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Diagnostic monitoring" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.model_validation.sklearn.WeakspotsDiagnosis\",\n", + " inputs={\n", + " \"datasets\": [vm_reference_ds, vm_monitoring_ds],\n", + " \"model\": vm_xgb_model,\n", + " },\n", + ").log()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.model_validation.sklearn.OverfitDiagnosis\",\n", + " inputs={\n", + " \"model\": vm_xgb_model,\n", + " \"datasets\": [vm_reference_ds, vm_monitoring_ds],\n", + " },\n", + " params={\n", + " \"cut_off_threshold\": 0.04\n", + " }\n", + ").log()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Robustness monitoring" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "run_test(\n", + " \"validmind.model_validation.sklearn.RobustnessDiagnosis\",\n", + " inputs={\n", + " \"datasets\": [vm_reference_ds, vm_monitoring_ds],\n", + " \"model\": vm_xgb_model,\n", + " },\n", + " params={\n", + " \"scaling_factor_std_dev_list\": [\n", + " 0.1,\n", + " 0.2,\n", + " 0.3,\n", + " 0.4,\n", + " 0.5\n", + " ],\n", + " \"performance_decay_threshold\": 0.05\n", + " }\n", + ").log()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Performance history\n", + "\n", + "In this section we showcase how to track and visualize the temporal evolution of key model performance metrics, including AUC, F1 score, precision, recall, and accuracy. For demonstration purposes, the section simulates historical performance data by introducing a gradual downward trend and random noise to these metrics over a specified time period. These tests are useful for analyzing the stability and trends in model performance indicators, helping to identify potential degradation or unexpected fluctuations in model behavior over time. \n", + "\n", + "The main goal is to maintain a continuous record of model performance that can be used to detect gradual drift, sudden changes, or cyclical patterns in model effectiveness. This temporal monitoring approach provides early warning signals of potential issues and helps establish whether the model maintains consistent performance within acceptable boundaries throughout its deployment period." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "metrics = [metric for metric in list_metrics() if \"classification\" in metric]\n", + "\n", + "for metric_id in metrics:\n", + " describe_metric(metric_id)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "result = run_metric(\n", + " \"validmind.unit_metrics.classification.ROC_AUC\",\n", + " inputs={\n", + " \"model\": vm_xgb_model,\n", + " \"dataset\": vm_monitoring_ds,\n", + " },\n", + ")\n", + "auc = result.metric" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "result = run_metric(\n", + " \"validmind.unit_metrics.classification.Accuracy\",\n", + " inputs={\n", + " \"model\": vm_xgb_model,\n", + " \"dataset\": vm_monitoring_ds,\n", + " },\n", + ")\n", + "accuracy = result.metric" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "result = run_metric(\n", + " \"validmind.unit_metrics.classification.Recall\",\n", + " inputs={\n", + " \"model\": vm_xgb_model,\n", + " \"dataset\": vm_monitoring_ds,\n", + " },\n", + ")\n", + "recall = result.metric" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "f1 = run_metric(\n", + " \"validmind.unit_metrics.classification.F1\",\n", + " inputs={\n", + " \"model\": vm_xgb_model,\n", + " \"dataset\": vm_monitoring_ds,\n", + " },\n", + ")\n", + "f1 = result.metric" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "precision = run_metric(\n", + " \"validmind.unit_metrics.classification.Precision\",\n", + " inputs={\n", + " \"model\": vm_xgb_model,\n", + " \"dataset\": vm_monitoring_ds,\n", + " },\n", + ")\n", + "precision = result.metric" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "NUM_DAYS = 10\n", + "REFERENCE_DATE = datetime(2024, 1, 1) # Fixed date: January 1st, 2024\n", + "base_date = REFERENCE_DATE - timedelta(days=NUM_DAYS)\n", + "\n", + "\n", + "# Initial values\n", + "performance_metrics = {\n", + " \"AUC Score\": auc,\n", + " \"F1 Score\": f1,\n", + " \"Precision Score\": precision,\n", + " \"Recall Score\": recall,\n", + " \"Accuracy Score\": accuracy\n", + "}\n", + "\n", + "# Trend parameters\n", + "trend_factor = 0.98 # Slight downward trend (multiply by 0.98 each step)\n", + "noise_scale = 0.02 # Random fluctuation of ±2%\n", + "\n", + "\n", + "for i in range(NUM_DAYS):\n", + " recorded_at = base_date + timedelta(days=i)\n", + " print(f\"\\nrecorded_at: {recorded_at}\")\n", + "\n", + " # Log each metric with trend and noise\n", + " for metric_name, base_value in performance_metrics.items():\n", + " # Apply trend and add random noise\n", + " trend = base_value * (trend_factor ** i)\n", + " noise = np.random.normal(0, noise_scale * base_value)\n", + " value = max(0, min(1, trend + noise)) # Ensure value stays between 0 and 1\n", + " \n", + " log_metric(\n", + " key=metric_name,\n", + " value=value,\n", + " recorded_at=recorded_at.isoformat()\n", + " )\n", + " \n", + " print(f\"{metric_name:<15}: {value:.4f}\")\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "validmind-eEL8LtKG-py3.10", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.13" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/site/notebooks/how_to/log_metrics_over_time.ipynb b/site/notebooks/how_to/log_metrics_over_time.ipynb new file mode 100644 index 0000000000..8474273df3 --- /dev/null +++ b/site/notebooks/how_to/log_metrics_over_time.ipynb @@ -0,0 +1,629 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Log Metrics Over Time\n", + "\n", + "In this notebook we showcase how to track and visualize the temporal evolution of key model performance metrics, such as AUC, F1 score, precision, recall, and accuracy. These tests are useful for analyzing the stability and trends in model performance indicators, helping to identify potential degradation or unexpected fluctuations in model behavior over time. By monitoring these metrics systematically, teams can detect early warning signs of model drift and take proactive measures to maintain model reliability.\n", + "\n", + "ValidMind allows you to log metrics over time using the `log_metric()` function from the `validmind-library` and visualize them in your documentation using the *Metrics Over Time* block. This integration enables seamless tracking of model performance, with support for custom thresholds and automated alerting capabilities." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "\n", + "## About ValidMind\n", + "ValidMind is a suite of tools for managing model risk, including risk associated with AI and statistical models.\n", + "\n", + "You use the ValidMind Library to automate documentation and validation tests, and then use the ValidMind Platform to collaborate on model documentation. Together, these products simplify model risk management, facilitate compliance with regulations and institutional standards, and enhance collaboration between yourself and model validators.\n", + "\n", + "\n", + "\n", + "### Before you begin\n", + "This notebook assumes you have basic familiarity with Python, including an understanding of how functions work. If you are new to Python, you can still run the notebook but we recommend further familiarizing yourself with the language.\n", + "\n", + "If you encounter errors due to missing modules in your Python environment, install the modules with `pip install`, and then re-run the notebook. For more help, refer to [Installing Python Modules](https://docs.python.org/3/installing/index.html).\n", + "\n", + "\n", + "\n", + "### New to ValidMind?\n", + "If you haven't already seen our [Get started with the ValidMind Library](https://docs.validmind.ai/developer/get-started-validmind-library.html), we recommend you begin by exploring the available resources in this section. There, you can learn more about documenting models, find code samples, or read our developer reference.\n", + "\n", + "
    For access to all features available in this notebook, create a free ValidMind account.\n", + "

    \n", + "Signing up is FREE — Register with ValidMind
    " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "\n", + "### Key concepts\n", + "\n", + "**Model documentation**: A structured and detailed record pertaining to a model, encompassing key components such as its underlying assumptions, methodologies, data sources, inputs, performance metrics, evaluations, limitations, and intended uses. It serves to ensure transparency, adherence to regulatory requirements, and a clear understanding of potential risks associated with the model’s application.\n", + "\n", + "**Documentation template**: Functions as a test suite and lays out the structure of model documentation, segmented into various sections and sub-sections. Documentation templates define the structure of your model documentation, specifying the tests that should be run, and how the results should be displayed.\n", + "\n", + "**Tests**: A function contained in the ValidMind Library, designed to run a specific quantitative test on the dataset or model. Tests are the building blocks of ValidMind, used to evaluate and document models and datasets, and can be run individually or as part of a suite defined by your model documentation template.\n", + "\n", + "**Custom tests**: Custom tests are functions that you define to evaluate your model or dataset. These functions can be registered via the ValidMind Library to be used with the ValidMind Platform.\n", + "\n", + "**Inputs**: Objects to be evaluated and documented in the ValidMind Library. They can be any of the following:\n", + "\n", + "- **model**: A single model that has been initialized in ValidMind with [`vm.init_model()`](https://docs.validmind.ai/validmind/validmind.html#init_model).\n", + "- **dataset**: Single dataset that has been initialized in ValidMind with [`vm.init_dataset()`](https://docs.validmind.ai/validmind/validmind.html#init_dataset).\n", + "- **models**: A list of ValidMind models - usually this is used when you want to compare multiple models in your custom test.\n", + "- **datasets**: A list of ValidMind datasets - usually this is used when you want to compare multiple datasets in your custom test. See this [example](https://docs.validmind.ai/notebooks/how_to/run_tests_that_require_multiple_datasets.html) for more information.\n", + "\n", + "**Parameters**: Additional arguments that can be passed when running a ValidMind test, used to pass additional information to a test, customize its behavior, or provide additional context.\n", + "\n", + "**Outputs**: Custom tests can return elements like tables or plots. Tables may be a list of dictionaries (each representing a row) or a pandas DataFrame. Plots may be matplotlib or plotly figures.\n", + "\n", + "**Test suites**: Collections of tests designed to run together to automate and generate model documentation end-to-end for specific use-cases.\n", + "\n", + "Example: The [`classifier_full_suite`](https://docs.validmind.ai/validmind/validmind/test_suites/classifier.html#ClassifierFullSuite) test suite runs tests from the [`tabular_dataset`](https://docs.validmind.ai/validmind/validmind/test_suites/tabular_datasets.html) and [`classifier`](https://docs.validmind.ai/validmind/validmind/test_suites/classifier.html) test suites to fully document the data and model sections for binary classification model use-cases." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "\n", + "## Install the ValidMind Library\n", + "\n", + "To install the library:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%pip install -q validmind" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "\n", + "## Initialize the ValidMind Library\n", + "\n", + "ValidMind generates a unique _code snippet_ for each registered model to connect with your developer environment. You initialize the ValidMind Library with this code snippet, which ensures that your documentation and tests are uploaded to the correct model when you run the notebook.\n", + "\n", + "\n", + "\n", + "### Get your code snippet\n", + "\n", + "1. In a browser, [log in to ValidMind](https://docs.validmind.ai/guide/configuration/log-in-to-validmind.html).\n", + "\n", + "2. In the left sidebar, navigate to **Model Inventory** and click **+ Register Model**.\n", + "\n", + "3. Enter the model details and click **Continue**. ([Need more help?](https://docs.validmind.ai/guide/model-inventory/register-models-in-inventory.html))\n", + "\n", + " For example, to register a model for use with this notebook, select:\n", + "\n", + " - Documentation template: `Credit Risk Scorecard`\n", + " - Use case: `Credit Risk - CECL`\n", + "\n", + " You can fill in other options according to your preference.\n", + "\n", + "4. Go to **Getting Started** and click **Copy snippet to clipboard**.\n", + "\n", + "Next, replace the placeholder with your own code snippet:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import validmind as vm\n", + "\n", + "vm.init(\n", + " api_host = \"http://localhost:3000/api/v1/tracking\",\n", + " api_key = \"...\",\n", + " api_secret = \"...\",\n", + " model = \"...\",\n", + " monitoring = True\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "\n", + "## Initialize the Python environment\n", + "\n", + "Next, let's import the necessary libraries and set up your Python environment for data analysis:" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "import xgboost as xgb\n", + "import numpy as np\n", + "\n", + "from datetime import datetime, timedelta\n", + "\n", + "from validmind.unit_metrics import list_metrics, describe_metric, run_metric\n", + "from validmind.api_client import log_metric\n", + "\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load demo model\n", + "\n", + "We use a classification model trained on customer churn data to demonstrate ValidMind's metric logging capabilities. The notebook uses a built-in classification dataset, processes it through train-validation-test splits, and trains an XGBoost classifier. The trained model and datasets are then initialized in ValidMind's framework, enabling us to track and monitor various performance metrics in the following sections." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Import the sample dataset from the library\n", + "\n", + "from validmind.datasets.classification import customer_churn\n", + "\n", + "print(\n", + " f\"Loaded demo dataset with: \\n\\n\\t• Target column: '{customer_churn.target_column}' \\n\\t• Class labels: {customer_churn.class_labels}\"\n", + ")\n", + "\n", + "raw_df = customer_churn.load_data()\n", + "raw_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "train_df, validation_df, test_df = customer_churn.preprocess(raw_df)\n", + "\n", + "x_train = train_df.drop(customer_churn.target_column, axis=1)\n", + "y_train = train_df[customer_churn.target_column]\n", + "x_val = validation_df.drop(customer_churn.target_column, axis=1)\n", + "y_val = validation_df[customer_churn.target_column]\n", + "\n", + "model = xgb.XGBClassifier(early_stopping_rounds=10)\n", + "model.set_params(\n", + " eval_metric=[\"error\", \"logloss\", \"auc\"],\n", + ")\n", + "model.fit(\n", + " x_train,\n", + " y_train,\n", + " eval_set=[(x_val, y_val)],\n", + " verbose=False,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Once the datasets and model are prepared for validation, we initialize ValidMind `dataset` and `model`, specifying features and targets columns. The property `input_id` allows users to uniquely identify each dataset and model. This allows for the creation of multiple versions of datasets and models, enabling us to compute metrics by specifying which versions we want to use as inputs." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "vm_raw_dataset = vm.init_dataset(\n", + " dataset=raw_df,\n", + " input_id=\"raw_dataset\",\n", + " target_column=customer_churn.target_column,\n", + " class_labels=customer_churn.class_labels,\n", + ")\n", + "\n", + "vm_train_ds = vm.init_dataset(\n", + " dataset=train_df,\n", + " input_id=\"train_dataset\",\n", + " target_column=customer_churn.target_column,\n", + ")\n", + "\n", + "vm_test_ds = vm.init_dataset(\n", + " dataset=test_df, input_id=\"test_dataset\", target_column=customer_churn.target_column\n", + ")\n", + "\n", + "vm_model = vm.init_model(\n", + " model,\n", + " input_id=\"model\",\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can now use the `assign_predictions()` method from the Dataset object to link existing predictions to any model. If no prediction values are passed, the method will compute predictions automatically:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "vm_train_ds.assign_predictions(\n", + " model=vm_model,\n", + ")\n", + "\n", + "vm_test_ds.assign_predictions(\n", + " model=vm_model,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Log metrics\n", + "\n", + "In this section, we demonstrate how to track the temporal evolution of key model performance metrics, such as AUC, F1 score, precision, recall, and accuracy. These tests are useful for analyzing the stability and trends in model performance indicators, helping to identify potential degradation or unexpected fluctuations in model behavior over time. Unit metrics in ValidMind provide a standardized way to compute and track individual performance measures, making it easy to monitor specific aspects of model behavior. \n", + "\n", + "We'll showcase how to set appropriate thresholds for each metric, enabling automated alerting when performance drifts beyond acceptable boundaries, and demonstrate how these thresholds can be customized based on business requirements and risk tolerance levels." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### List Available Metrics \n", + "\n", + "We can list all available unit metrics by using the `list_metrics()` function from the `unit_metrics` module. This function returns a list of all available metric functions." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "metrics = [metric for metric in list_metrics() if \"classification\" in metric]\n", + "\n", + "for metric_id in metrics:\n", + " describe_metric(metric_id)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Run unit metrics\n", + "\n", + "To compute individual metrics, we will use ValidMind's unit metrics - single-value metrics that can be computed on a dataset and model. Using the `run_metric()` function from the `validmind.unit_metrics` module, we can calculate these metrics. While this function has a signature similar to `run_test()` from the `validmind.tests` module, it is specifically designed for unit metrics and takes the following arguments:\n", + "\n", + "- `metric_id`: The unique identifier for the metric (e.g., `validmind.unit_metrics.classification.ROC_AUC`)\n", + "- `inputs`: A dictionary containing the input dataset and model or their respective input IDs\n", + "- `params`: A dictionary containing keyword arguments for the unit metric (optional, accepts any `kwargs` from the underlying sklearn implementation)\n", + "\n", + "The function returns and displays a result object similar to a normal ValidMind test, but only shows the unit metric value. While this result object has a `.log()` method for logging to the ValidMind Platform, in this use case we'll use unit metrics to compute performance metrics and then log them over time using the `log_metric()` function from the `validmind.api_client` module." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "result = run_metric(\n", + " \"validmind.unit_metrics.classification.ROC_AUC\",\n", + " inputs={\n", + " \"model\": vm_model,\n", + " \"dataset\": vm_test_ds,\n", + " },\n", + ")\n", + "auc = result.metric" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "result = run_metric(\n", + " \"validmind.unit_metrics.classification.Accuracy\",\n", + " inputs={\n", + " \"model\": vm_model,\n", + " \"dataset\": vm_test_ds,\n", + " },\n", + ")\n", + "accuracy = result.metric" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "result = run_metric(\n", + " \"validmind.unit_metrics.classification.Recall\",\n", + " inputs={\n", + " \"model\": vm_model,\n", + " \"dataset\": vm_test_ds,\n", + " },\n", + ")\n", + "recall = result.metric" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "f1 = run_metric(\n", + " \"validmind.unit_metrics.classification.F1\",\n", + " inputs={\n", + " \"model\": vm_model,\n", + " \"dataset\": vm_test_ds,\n", + " },\n", + ")\n", + "f1 = result.metric" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "precision = run_metric(\n", + " \"validmind.unit_metrics.classification.Precision\",\n", + " inputs={\n", + " \"model\": vm_model,\n", + " \"dataset\": vm_test_ds,\n", + " },\n", + ")\n", + "precision = result.metric" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Log unit metrics over time\n", + "\n", + "Using the `log_metric()` function from the `validmind.api_client` module, we can log the unit metrics over time. This function takes the following arguments:\n", + "\n", + "- `key`: The name of the metric to log\n", + "- `value`: The value of the metric to log\n", + "- `recorded_at`: The timestamp of the metric to log\n", + "- `thresholds`: A dictionary containing the thresholds for the metric to log\n", + "- `params`: A dictionary containing the keyword arguments for the unit metric (in this case, none are required, but we can pass any `kwargs` that the underlying sklearn implementation accepts)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "log_metric(\n", + " key=\"AUC Score\",\n", + " value=auc,\n", + " recorded_at=datetime(2024, 1, 1),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To visualize the logged metric, we can use the *Metrics Over Time* block in ValidMind. After adding this visualization block to your documentation (as shown in the image below), you'll be able to see your logged metrics plotted over time. In this example, since we've only logged a single data point, the visualization shows just one measurement. As you continue logging metrics, the graph will populate with more points, enabling you to track trends and patterns.\n", + "\n", + "![Metric Over Time block](../images/add_metric_over_time_block.png)\n", + "![AUC Score](../images/log_metric_auc_1.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Pass thresholds\n", + "\n", + "We can pass thresholds to the `log_metric()` function to visualize the metric over time. This is useful for visualizing the metric over time and identifying potential issues. The metric visualization component provides a dynamic way to monitor and contextualize metric values through customizable thresholds. These thresholds appear as horizontal reference lines on the chart. The system always displays the most recent threshold configuration, meaning that if you update threshold values in your client application, the visualization will reflect these changes immediately. \n", + "\n", + "When a metric is logged without thresholds or with an empty threshold dictionary, the reference lines gracefully disappear from the chart, though the metric line itself remains visible. Thresholds are highly flexible in their implementation. You can define them with any meaningful key names (such as \"low_risk\", \"maximum\", \"target\", or \"acceptable_range\") in your metric data, and the visualization will adapt accordingly. " + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "log_metric(\n", + " key=\"AUC Score\",\n", + " value=auc,\n", + " recorded_at=datetime(2024, 1, 1),\n", + " thresholds={\n", + " \"min_auc\": 0.7,\n", + " }\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![AUC Score](../images/log_metric_auc_2.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "log_metric(\n", + " key=\"AUC Score\",\n", + " value=auc,\n", + " recorded_at=datetime(2024, 1, 1),\n", + " thresholds={\n", + " \"high_risk\": 0.6,\n", + " \"medium_risk\": 0.7,\n", + " \"low_risk\": 0.8,\n", + " }\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![AUC Score](../images/log_metric_auc_3.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Log multiple metrics with custom thresholds\n", + "\n", + "The following code snippet shows an example of how to set up and log multiple performance metrics with custom thresholds for each metric. Using AUC, F1, Precision, Recall, and Accuracy scores as examples, it demonstrates how to define different risk levels (high, medium, low) appropriate for each metric's expected range. The code simulates 10 days of metric history by applying a gradual decay and random noise to help visualize how metrics might drift over time in a production environment." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "NUM_DAYS = 10\n", + "REFERENCE_DATE = datetime(2024, 1, 1) # Fixed date: January 1st, 2024\n", + "base_date = REFERENCE_DATE - timedelta(days=NUM_DAYS)\n", + "\n", + "# Initial values with their specific thresholds\n", + "performance_metrics = {\n", + " \"AUC Score\": {\n", + " \"value\": auc,\n", + " \"thresholds\": {\n", + " \"high_risk\": 0.7,\n", + " \"medium_risk\": 0.8,\n", + " \"low_risk\": 0.9,\n", + " }\n", + " },\n", + " \"F1 Score\": {\n", + " \"value\": f1,\n", + " \"thresholds\": {\n", + " \"high_risk\": 0.5,\n", + " \"medium_risk\": 0.6,\n", + " \"low_risk\": 0.7,\n", + " }\n", + " },\n", + " \"Precision Score\": {\n", + " \"value\": precision,\n", + " \"thresholds\": {\n", + " \"high_risk\": 0.6,\n", + " \"medium_risk\": 0.7,\n", + " \"low_risk\": 0.8,\n", + " }\n", + " },\n", + " \"Recall Score\": {\n", + " \"value\": recall,\n", + " \"thresholds\": {\n", + " \"high_risk\": 0.4,\n", + " \"medium_risk\": 0.5,\n", + " \"low_risk\": 0.6,\n", + " }\n", + " },\n", + " \"Accuracy Score\": {\n", + " \"value\": accuracy,\n", + " \"thresholds\": {\n", + " \"high_risk\": 0.75,\n", + " \"medium_risk\": 0.8,\n", + " \"low_risk\": 0.85,\n", + " }\n", + " }\n", + "}\n", + "\n", + "# Trend parameters\n", + "trend_factor = 0.98 # Slight downward trend\n", + "noise_scale = 0.02 # Random fluctuation of ±2%\n", + "\n", + "for i in range(NUM_DAYS):\n", + " recorded_at = base_date + timedelta(days=i)\n", + " print(f\"\\nrecorded_at: {recorded_at}\")\n", + "\n", + " # Log each metric with trend and noise\n", + " for metric_name, metric_info in performance_metrics.items():\n", + " base_value = metric_info[\"value\"]\n", + " thresholds = metric_info[\"thresholds\"]\n", + " \n", + " # Apply trend and add random noise\n", + " trend = base_value * (trend_factor ** i)\n", + " noise = np.random.normal(0, noise_scale * base_value)\n", + " value = max(0, min(1, trend + noise)) # Ensure value stays between 0 and 1\n", + " \n", + " log_metric(\n", + " key=metric_name,\n", + " value=value,\n", + " recorded_at=recorded_at.isoformat(),\n", + " thresholds=thresholds\n", + " )\n", + " \n", + " print(f\"{metric_name:<15}: {value:.4f} (Thresholds: {thresholds})\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![AUC Score](../images/log_metric_auc_4.png)\n", + "![Accuracy Score](../images/log_metric_accuracy.png)\n", + "![Precision Score](../images/log_metric_precision.png)\n", + "![Recall Score](../images/log_metric_recall.png)\n", + "![F1 Score](../images/log_metric_f1.png)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "validmind-eEL8LtKG-py3.10", + "language": "python", + "name": "python3" + }, + "language_info": { + 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b/site/guide/monitoring/work-with-metrics-over-time.qmd @@ -5,10 +5,10 @@ date: last-modified Once generated via the {{< var validmind.developer >}}, view and add metrics over time to your ongoing monitoring plans in the {{< var validmind.platform >}}. -Metrics over time refers to the continued monitoring of a model's performance once it is deployed. Tracking how a model performs as new data is introduced or conditions change ensures that it remains accurate and reliable in real-world environments where data distributions or market conditions shift. +Metrics over time refers to the continued monitoring of a model's performance once it is deployed. Tracking how a model performs as new data is introduced or conditions change ensures that it remains accurate and reliable in real-world environments where data distributions or market conditions shift. -- Model performance is determined by continuously measuring metrics and comparing them over time to detect degradation, bias, or shifts in the model's output. -- Performance data is collected and tracked over time, often using a rolling window approach or real-time monitoring tools with the same metrics used in testing, but observed across different periods. +- Model performance is determined by continuously measuring metrics and comparing them over time to detect degradation, bias, or shifts in the model's output. +- Performance data is collected and tracked over time, often using a rolling window approach or real-time monitoring tools with the same metrics used in testing, but observed across different periods. - Continuous tracking helps to identify if and when a model needs to be recalibrated, retrained, or even replaced due to performance deterioration or changing conditions. ::: {.attn} @@ -16,7 +16,7 @@ Metrics over time refers to the continued monitoring of a model's performance on ## Prerequisites - [x] {{< var link.login >}} -- [x] Metrics over time have already been logged via the {{< var validmind.developer >}} for your model.[^1] +- [x] Metrics over time have already been logged via the {{< var validmind.developer >}} for your model.[^1] - [x] You are a [{{< fa code >}} Developer]{.bubble} or assigned another role with sufficient permissions to perform the tasks in this guide.[^2] ::: @@ -44,7 +44,7 @@ Metrics over time refers to the continued monitoring of a model's performance on - Select the metric over time to insert into the model documentation from the list of available metrics. - Search by name using **{{}} Search** on the top-left to locate specific metrics. - ![Metric over time blocks that have been selected for insertion](metrics-over-time-menu.png){width=90% fig-alt="A screenshot showing several metric over time blocks that have been selected for insertion" .screenshot} + ![Metric Over Time blocks that have been selected for insertion](metrics-over-time-menu.png){fig-alt="A screenshot showing several Metric Over Time blocks that have been selected for insertion" .screenshot group="time-metric"} To preview what is included in a metric, click on it. By default, the actively selected metric is previewed. @@ -52,6 +52,8 @@ Metrics over time refers to the continued monitoring of a model's performance on 8. After inserting the metrics into your document, review the data to confirm that it is accurate and relevant. + ![Example F1 Score — Metric Over Time visualization](example-f1-score.png){fig-alt="A screenshot showing an example F1 Score — Metric Over Time visualization" .screenshot group="time-metric"} + ## View metric over time metadata @@ -60,6 +62,7 @@ After you have added metrics over time to your document, you can view the follow - Date and time the metric was recorded - Who updated the metric - The numeric value of the metric +- The metric's thresholds - Any additional parameters 1. In the left sidebar, click **{{< fa cubes >}} Inventory**. @@ -68,11 +71,11 @@ After you have added metrics over time to your document, you can view the follow 3. In the left sidebar that appears for your model, click **{{< fa book-open >}} Documentation** or **{{< fa desktop >}} Ongoing Monitoring**. -4. Locate the metric whose metadata you want to view. +4. Locate the metric whose metadata you want to view. -5. Under the metric's name, click on **Data** tab. +5. Under the metric's name, click on **Data** tab. - ![](metric-over-time-data.png){width=85% fig-alt="A screenshot showing the Data tab within a metric over time" .screenshot} + ![Example Data tab within a Metric Over Time](metric-over-time-data.png){fig-alt="A screenshot showing an example Data tab within a Metric Over Time" .screenshot} ## What's next @@ -85,7 +88,7 @@ After you have added metrics over time to your document, you can view the follow -[^1]: [Intro to Unit Metrics](/notebooks/how_to/run_unit_metrics.ipynb) +[^1]: [Log metrics over time](/notebooks/how_to/log_metrics_over_time.html) [^2]: [Manage permissions](/guide/configuration/manage-permissions.qmd) diff --git a/site/python-docs.zip b/site/python-docs.zip index 104301a7203bf663810da5edc616b3da09969c87..f0a9da4e5e27221dda9582fd306feda982d9644a 100644 GIT binary patch delta 3314 zcmZ`+eQ;FO6`vUP^JO=?$$PuWZuVt2yV-0&vLt~3+8RW`04fB{(4o_e(vHOnr5&{+ zvjx<4n3In4pN>gZIq)tFv(UH<~&+dI;)9D}k 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a/.github/actions/demo-notebook/action.yml b/.github/actions/demo-notebook/action.yml index bb7914a727..34e428d4e4 100644 --- a/.github/actions/demo-notebook/action.yml +++ b/.github/actions/demo-notebook/action.yml @@ -22,6 +22,7 @@ runs: pip install validmind[llm] pip install fairlearn aequitas pip install shap==0.44.1 + pip install anywidget - name: Ensure .env file is available shell: bash From d33b9a9cf7a08d0ba1f0f6b633c6b530184cfa5a Mon Sep 17 00:00:00 2001 From: Beck <164545837+validbeck@users.noreply.github.com> Date: Tue, 28 Jan 2025 15:46:20 -0800 Subject: [PATCH 4/6] Yay it works --- .github/actions/demo-notebook/action.yml | 14 +++++++------- .github/actions/prod-notebook/action.yml | 15 ++++++++------- .github/actions/staging-notebook/action.yml | 15 ++++++++------- .github/workflows/deploy-docs-prod.yaml | 14 +++++++------- .github/workflows/deploy-docs-staging.yaml | 14 +++++++------- .github/workflows/validate-docs-site.yaml | 18 +++++++++--------- 6 files changed, 46 insertions(+), 44 deletions(-) diff --git a/.github/actions/demo-notebook/action.yml b/.github/actions/demo-notebook/action.yml index 34e428d4e4..8e014230b8 100644 --- a/.github/actions/demo-notebook/action.yml +++ b/.github/actions/demo-notebook/action.yml @@ -6,9 +6,9 @@ inputs: description: "Load the created .env file" required: true -runs: +runs: using: "composite" - steps: + steps: - name: Install python3 for Jupyter Notebooks shell: bash run: | @@ -18,9 +18,9 @@ runs: - name: Install validmind for notebook execution shell: bash run: | - pip install validmind - pip install validmind[llm] - pip install fairlearn aequitas + pip install validmind + pip install validmind[llm] + pip install fairlearn aequitas pip install shap==0.44.1 pip install anywidget @@ -37,9 +37,9 @@ runs: shell: bash if: ${{ steps.find_env.outcome == 'success' }} run: | - cd site + cd site source ../${{ inputs.env_file }} - quarto render --profile exe-demo notebooks/tutorials/intro_for_model_developers_EXECUTED.ipynb &> render_errors.log || { + quarto render --profile exe-demo notebooks/tutorials/intro_for_model_developers_EXECUTED.ipynb &> render_errors.log || { echo "Execute for intro_for_model_developers_EXECUTED.ipynb failed"; cat render_errors.log; exit 1; diff --git a/.github/actions/prod-notebook/action.yml b/.github/actions/prod-notebook/action.yml index fc17da0dda..ce8612da46 100644 --- a/.github/actions/prod-notebook/action.yml +++ b/.github/actions/prod-notebook/action.yml @@ -6,9 +6,9 @@ inputs: description: "Load the created .env file" required: true -runs: +runs: using: "composite" - steps: + steps: - name: Install python3 for Jupyter Notebooks shell: bash run: | @@ -18,10 +18,11 @@ runs: - name: Install validmind for notebook execution shell: bash run: | - pip install validmind - pip install validmind[llm] - pip install fairlearn aequitas + pip install validmind + pip install validmind[llm] + pip install fairlearn aequitas pip install shap==0.44.1 + pip install anywidget - name: Ensure .env file is available shell: bash @@ -36,9 +37,9 @@ runs: shell: bash if: ${{ steps.find_env.outcome == 'success' }} run: | - cd site + cd site source ../${{ inputs.env_file }} - quarto render --profile exe-prod notebooks/tutorials/intro_for_model_developers_EXECUTED.ipynb &> render_errors.log || { + quarto render --profile exe-prod notebooks/tutorials/intro_for_model_developers_EXECUTED.ipynb &> render_errors.log || { echo "Execute for intro_for_model_developers_EXECUTED.ipynb failed"; cat render_errors.log; exit 1; diff --git a/.github/actions/staging-notebook/action.yml b/.github/actions/staging-notebook/action.yml index 4dfb84506c..f53d395380 100644 --- a/.github/actions/staging-notebook/action.yml +++ b/.github/actions/staging-notebook/action.yml @@ -6,9 +6,9 @@ inputs: description: "Load the created .env file" required: true -runs: +runs: using: "composite" - steps: + steps: - name: Install python3 for Jupyter Notebooks shell: bash run: | @@ -18,10 +18,11 @@ runs: - name: Install validmind for notebook execution shell: bash run: | - pip install validmind - pip install validmind[llm] - pip install fairlearn aequitas + pip install validmind + pip install validmind[llm] + pip install fairlearn aequitas pip install shap==0.44.1 + pip install anywidget - name: Ensure .env file is available shell: bash @@ -36,9 +37,9 @@ runs: shell: bash if: ${{ steps.find_env.outcome == 'success' }} run: | - cd site + cd site source ../${{ inputs.env_file }} - quarto render --profile exe-staging notebooks/tutorials/intro_for_model_developers_EXECUTED.ipynb &> render_errors.log || { + quarto render --profile exe-staging notebooks/tutorials/intro_for_model_developers_EXECUTED.ipynb &> render_errors.log || { echo "Execute for intro_for_model_developers_EXECUTED.ipynb failed"; cat render_errors.log; exit 1; diff --git a/.github/workflows/deploy-docs-prod.yaml b/.github/workflows/deploy-docs-prod.yaml index 5378cb7a05..8948ec862a 100644 --- a/.github/workflows/deploy-docs-prod.yaml +++ b/.github/workflows/deploy-docs-prod.yaml @@ -28,8 +28,8 @@ jobs: - name: Render prod docs site run: | - cd site - quarto render --profile production &> render_errors.log || { + cd site + quarto render --profile production &> render_errors.log || { echo "Quarto render failed immediately"; cat render_errors.log; exit 1; @@ -39,11 +39,11 @@ jobs: id: create_env run: | touch .env - echo VM_API_HOST=${{ secrets.PLATFORM_API_HOST }} >> .env - echo VM_API_KEY=${{ secrets.PLATFORM_API_KEY }} >> .env - echo VM_API_SECRET=${{ secrets.PLATFORM_API_SECRET }} >> .env - echo VM_API_MODEL=${{ secrets.PLATFORM_DEV_MODEL }} >> .env - cat .env + echo VM_API_HOST=${{ secrets.PLATFORM_API_HOST }} >> .env + echo VM_API_KEY=${{ secrets.PLATFORM_API_KEY }} >> .env + echo VM_API_SECRET=${{ secrets.PLATFORM_API_SECRET }} >> .env + echo VM_API_MODEL=${{ secrets.PLATFORM_DEV_MODEL }} >> .env + cat .env # Only execute the prod notebook if .env file is created - name: Execute prod Intro for Model Developers notebook diff --git a/.github/workflows/deploy-docs-staging.yaml b/.github/workflows/deploy-docs-staging.yaml index f45a06353c..b08982f28c 100644 --- a/.github/workflows/deploy-docs-staging.yaml +++ b/.github/workflows/deploy-docs-staging.yaml @@ -28,8 +28,8 @@ jobs: - name: Render staging docs site run: | - cd site - quarto render --profile staging &> render_errors.log || { + cd site + quarto render --profile staging &> render_errors.log || { echo "Quarto render failed immediately"; cat render_errors.log; exit 1; @@ -39,11 +39,11 @@ jobs: id: create_env run: | touch .env - echo VM_API_HOST=${{ secrets.PLATFORM_API_HOST }} >> .env - echo VM_API_KEY=${{ secrets.PLATFORM_API_KEY }} >> .env - echo VM_API_SECRET=${{ secrets.PLATFORM_API_SECRET }} >> .env - echo VM_API_MODEL=${{ secrets.PLATFORM_DEV_MODEL }} >> .env - cat .env + echo VM_API_HOST=${{ secrets.PLATFORM_API_HOST }} >> .env + echo VM_API_KEY=${{ secrets.PLATFORM_API_KEY }} >> .env + echo VM_API_SECRET=${{ secrets.PLATFORM_API_SECRET }} >> .env + echo VM_API_MODEL=${{ secrets.PLATFORM_DEV_MODEL }} >> .env + cat .env # Only execute the staging notebook if .env file is created - name: Execute staging Intro for Model Developers notebook diff --git a/.github/workflows/validate-docs-site.yaml b/.github/workflows/validate-docs-site.yaml index 8cea51499a..6838a4ca34 100644 --- a/.github/workflows/validate-docs-site.yaml +++ b/.github/workflows/validate-docs-site.yaml @@ -27,8 +27,8 @@ jobs: - name: Render demo docs site run: | - cd site - quarto render --profile development &> render_errors.log || { + cd site + quarto render --profile development &> render_errors.log || { echo "Quarto render failed immediately"; cat render_errors.log; exit 1; @@ -52,11 +52,11 @@ jobs: id: create_env run: | touch .env - echo VM_API_HOST=${{ secrets.PLATFORM_API_HOST }} >> .env - echo VM_API_KEY=${{ secrets.PLATFORM_API_KEY }} >> .env - echo VM_API_SECRET=${{ secrets.PLATFORM_API_SECRET }} >> .env - echo VM_API_MODEL=${{ secrets.PLATFORM_DEV_MODEL }} >> .env - cat .env + echo VM_API_HOST=${{ secrets.PLATFORM_API_HOST }} >> .env + echo VM_API_KEY=${{ secrets.PLATFORM_API_KEY }} >> .env + echo VM_API_SECRET=${{ secrets.PLATFORM_API_SECRET }} >> .env + echo VM_API_MODEL=${{ secrets.PLATFORM_DEV_MODEL }} >> .env + cat .env # Only execute the demo notebook if .env file is created - name: Execute demo Intro for Model Developers notebook @@ -66,7 +66,7 @@ jobs: with: env_file: .env - - name: Test for warnings or errors + - name: Test for warnings or errors run: | if grep -q 'WARN:\|ERROR:' site/render_errors.log; then echo "Warnings or errors detected during Quarto render" @@ -76,7 +76,7 @@ jobs: echo "No warnings or errors detected during Quarto render" fi - # Demo bucket is in us-east-1 + # Demo bucket is in us-east-1 - name: Configure AWS credentials run: aws configure set aws_access_key_id ${{ secrets.AWS_ACCESS_KEY_ID }} && aws configure set aws_secret_access_key ${{ secrets.AWS_SECRET_ACCESS_KEY }} && aws configure set default.region us-east-1 From 44427f7f154a24792339da1c925832ff84a275c1 Mon Sep 17 00:00:00 2001 From: Beck <164545837+validbeck@users.noreply.github.com> Date: Thu, 30 Jan 2025 09:33:08 -0800 Subject: [PATCH 5/6] Adding Juan's suggestion --- site/guide/monitoring/work-with-metrics-over-time.qmd | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/site/guide/monitoring/work-with-metrics-over-time.qmd b/site/guide/monitoring/work-with-metrics-over-time.qmd index 7e75eb5a6c..26f6038fe2 100644 --- a/site/guide/monitoring/work-with-metrics-over-time.qmd +++ b/site/guide/monitoring/work-with-metrics-over-time.qmd @@ -11,6 +11,15 @@ Metrics over time refers to the continued monitoring of a model's performance on - Performance data is collected and tracked over time, often using a rolling window approach or real-time monitoring tools with the same metrics used in testing, but observed across different periods. - Continuous tracking helps to identify if and when a model needs to be recalibrated, retrained, or even replaced due to performance deterioration or changing conditions. +::: {.column-margin} +::: {.callout} +## **[Log metrics over time {{< fa hand-point-right >}}](/notebooks/how_to/log_metrics_over_time.ipynb)** + +Learn how to log metrics over time, set thresholds, and analyze model performance trends with our Jupyter Notebook sample. +::: + +::: + ::: {.attn} ## Prerequisites @@ -88,7 +97,7 @@ After you have added metrics over time to your document, you can view the follow -[^1]: [Log metrics over time](/notebooks/how_to/log_metrics_over_time.html) +[^1]: [Log metrics over time](/notebooks/how_to/log_metrics_over_time.ipynb) [^2]: [Manage permissions](/guide/configuration/manage-permissions.qmd) From ec6ad0dacb34dcbea3de87a3ac17d268970a7141 Mon Sep 17 00:00:00 2001 From: Beck <164545837+validbeck@users.noreply.github.com> Date: Thu, 30 Jan 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8474273df3..9cef4c5402 100644 --- a/site/notebooks/how_to/log_metrics_over_time.ipynb +++ b/site/notebooks/how_to/log_metrics_over_time.ipynb @@ -4,17 +4,59 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Log Metrics Over Time\n", + "# Log metrics over time\n", "\n", - "In this notebook we showcase how to track and visualize the temporal evolution of key model performance metrics, such as AUC, F1 score, precision, recall, and accuracy. These tests are useful for analyzing the stability and trends in model performance indicators, helping to identify potential degradation or unexpected fluctuations in model behavior over time. By monitoring these metrics systematically, teams can detect early warning signs of model drift and take proactive measures to maintain model reliability.\n", + "Learn how to track and visualize the temporal evolution of key model performance metrics with ValidMind.\n", "\n", - "ValidMind allows you to log metrics over time using the `log_metric()` function from the `validmind-library` and visualize them in your documentation using the *Metrics Over Time* block. This integration enables seamless tracking of model performance, with support for custom thresholds and automated alerting capabilities." + "- Key model performance metrics such as AUC, F1 score, precision, recall, and accuracy, are useful for analyzing the stability and trends in model performance indicators, helping to identify potential degradation or unexpected fluctuations in model behavior over time.\n", + "- By monitoring these metrics systematically, teams can detect early warning signs of model drift and take proactive measures to maintain model reliability.\n", + "- Unit metrics in ValidMind provide a standardized way to compute and track individual performance measures, making it easy to monitor specific aspects of model behavior.\n", + "\n", + "Log metrics over time with the ValidMind Library's [`log_metric()`](https://docs.validmind.ai/validmind/validmind.html#log_metric) function and visualize them in your documentation using the *Metric Over Time* block within the ValidMind Platform. This integration enables seamless tracking of model performance, supporting custom thresholds and facilitating the automation of alerts based on logged metrics.\n", + "\n", + "

    " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ + "::: {.content-hidden when-format=\"html\"}\n", + "## Contents \n", + "- [About ValidMind](#toc1_) \n", + " - [Before you begin](#toc1_1_) \n", + " - [New to ValidMind?](#toc1_2_) \n", + " - [Key concepts](#toc1_3_) \n", + "- [Install the ValidMind Library](#toc2_) \n", + "- [Initialize the ValidMind Library](#toc3_) \n", + " - [Get your code snippet](#toc3_1_) \n", + "- [Initialize the Python environment](#toc4_) \n", + "- [Load demo model](#toc5_) \n", + "- [Log metrics](#toc6_) \n", + " - [Run unit metrics](#toc6_1_) \n", + " - [Log unit metrics over time](#toc6_2_) \n", + " - [Pass thresholds](#toc6_3_) \n", + " - [Log multiple metrics with custom thresholds](#toc6_4_) \n", + "\n", + ":::\n", + "\n", + "" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "\n", "\n", "\n", "## About ValidMind\n", @@ -24,6 +66,8 @@ "\n", "\n", "\n", + "\n", + "\n", "### Before you begin\n", "This notebook assumes you have basic familiarity with Python, including an understanding of how functions work. If you are new to Python, you can still run the notebook but we recommend further familiarizing yourself with the language.\n", "\n", @@ -31,6 +75,8 @@ "\n", "\n", "\n", + "\n", + "\n", "### New to ValidMind?\n", "If you haven't already seen our [Get started with the ValidMind Library](https://docs.validmind.ai/developer/get-started-validmind-library.html), we recommend you begin by exploring the available resources in this section. There, you can learn more about documenting models, find code samples, or read our developer reference.\n", "\n", @@ -43,6 +89,8 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "\n", + "\n", "\n", "\n", "### Key concepts\n", @@ -75,6 +123,8 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "\n", + "\n", "\n", "\n", "## Install the ValidMind Library\n", @@ -95,6 +145,8 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "\n", + "\n", "\n", "\n", "## Initialize the ValidMind Library\n", @@ -103,6 +155,8 @@ "\n", "\n", "\n", + "\n", + "\n", "### Get your code snippet\n", "\n", "1. In a browser, [log in to ValidMind](https://docs.validmind.ai/guide/configuration/log-in-to-validmind.html).\n", @@ -120,7 +174,7 @@ "\n", "4. Go to **Getting Started** and click **Copy snippet to clipboard**.\n", "\n", - "Next, replace the placeholder with your own code snippet:" + "Next, [load your model identifier credentials from an `.env` file](https://docs.validmind.ai/developer/model-documentation/store-credentials-in-env-file.html) or replace the placeholder with your own code snippet:" ] }, { @@ -129,14 +183,21 @@ "metadata": {}, "outputs": [], "source": [ + "# Load your model identifier credentials from an `.env` file\n", + "\n", + "%load_ext dotenv\n", + "%dotenv .env\n", + "\n", + "# Or replace with your code snippet\n", + "\n", "import validmind as vm\n", "\n", "vm.init(\n", - " api_host = \"http://localhost:3000/api/v1/tracking\",\n", - " api_key = \"...\",\n", - " api_secret = \"...\",\n", - " model = \"...\",\n", - " monitoring = True\n", + " # api_host=\"...\",\n", + " # api_key=\"...\",\n", + " # api_secret=\"...\",\n", + " # model=\"...\",\n", + " monitoring = True\n", ")" ] }, @@ -144,6 +205,8 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "\n", + "\n", "\n", "\n", "## Initialize the Python environment\n", @@ -153,7 +216,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -172,9 +235,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "\n", + "\n", "## Load demo model\n", "\n", - "We use a classification model trained on customer churn data to demonstrate ValidMind's metric logging capabilities. The notebook uses a built-in classification dataset, processes it through train-validation-test splits, and trains an XGBoost classifier. The trained model and datasets are then initialized in ValidMind's framework, enabling us to track and monitor various performance metrics in the following sections." + "We'll use a classification model trained on customer churn data to demonstrate ValidMind's metric logging capabilities.\n", + "\n", + "- We'll employ a built-in classification dataset, process it through train-validation-test splits, and train an XGBoost classifier.\n", + "- The trained model and datasets are then initialized in ValidMind's framework, enabling us to track and monitor various performance metrics in the following sections." ] }, { @@ -224,7 +292,10 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Once the datasets and model are prepared for validation, we initialize ValidMind `dataset` and `model`, specifying features and targets columns. The property `input_id` allows users to uniquely identify each dataset and model. This allows for the creation of multiple versions of datasets and models, enabling us to compute metrics by specifying which versions we want to use as inputs." + "Once the datasets and model are prepared for validation, let's initialize the ValidMind `dataset` and `model`, specifying features and targets columns.\n", + "\n", + "- The property `input_id` allows users to uniquely identify each dataset and model.\n", + "- This allows for the creation of multiple versions of datasets and models, enabling us to compute metrics by specifying which versions we want to use as inputs." ] }, { @@ -260,7 +331,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can now use the `assign_predictions()` method from the Dataset object to link existing predictions to any model. If no prediction values are passed, the method will compute predictions automatically:" + "We can now use the `assign_predictions()` method from the Dataset object to link existing predictions to any model. \n", + "\n", + "If no prediction values are passed, the method will compute predictions automatically:" ] }, { @@ -282,20 +355,13 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "\n", + "\n", "## Log metrics\n", "\n", - "In this section, we demonstrate how to track the temporal evolution of key model performance metrics, such as AUC, F1 score, precision, recall, and accuracy. These tests are useful for analyzing the stability and trends in model performance indicators, helping to identify potential degradation or unexpected fluctuations in model behavior over time. Unit metrics in ValidMind provide a standardized way to compute and track individual performance measures, making it easy to monitor specific aspects of model behavior. \n", + "Next, we'll use ValidMind to track the temporal evolution of key model performance metrics.\n", "\n", - "We'll showcase how to set appropriate thresholds for each metric, enabling automated alerting when performance drifts beyond acceptable boundaries, and demonstrate how these thresholds can be customized based on business requirements and risk tolerance levels." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### List Available Metrics \n", - "\n", - "We can list all available unit metrics by using the `list_metrics()` function from the `unit_metrics` module. This function returns a list of all available metric functions." + "We'll set appropriate thresholds for each metric, enable automated alerting when performance drifts beyond acceptable boundaries, and demonstrate how these thresholds can be customized based on business requirements and risk tolerance levels." ] }, { @@ -314,15 +380,19 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "\n", + "\n", "### Run unit metrics\n", "\n", - "To compute individual metrics, we will use ValidMind's unit metrics - single-value metrics that can be computed on a dataset and model. Using the `run_metric()` function from the `validmind.unit_metrics` module, we can calculate these metrics. While this function has a signature similar to `run_test()` from the `validmind.tests` module, it is specifically designed for unit metrics and takes the following arguments:\n", + "Compute individual metrics using ValidMind's *unit metrics* — single-value metrics that can be computed on a dataset and model. Use the `run_metric()` function from the `validmind.unit_metrics` module to calculate these metrics.\n", "\n", - "- `metric_id`: The unique identifier for the metric (e.g., `validmind.unit_metrics.classification.ROC_AUC`)\n", - "- `inputs`: A dictionary containing the input dataset and model or their respective input IDs\n", - "- `params`: A dictionary containing keyword arguments for the unit metric (optional, accepts any `kwargs` from the underlying sklearn implementation)\n", + "The `run_metric()` function has a signature similar to `run_test()` from the `validmind.tests` module, but is specifically designed for unit metrics and takes the following arguments:\n", "\n", - "The function returns and displays a result object similar to a normal ValidMind test, but only shows the unit metric value. While this result object has a `.log()` method for logging to the ValidMind Platform, in this use case we'll use unit metrics to compute performance metrics and then log them over time using the `log_metric()` function from the `validmind.api_client` module." + "- **`metric_id`:** The unique identifier for the metric (for example, `validmind.unit_metrics.classification.ROC_AUC`)\n", + "- **`inputs`:** A dictionary containing the input dataset and model or their respective input IDs\n", + "- **`params`:** A dictionary containing keyword arguments for the unit metric (optional, accepts any `kwargs` from the underlying sklearn implementation)\n", + "\n", + "`run_metric()` returns and displays a result object similar to a regular ValidMind test, but only shows the unit metric value. While this result object has a `.log()` method for logging to the ValidMind Platform, in this use case we'll use unit metrics to compute performance metrics and then log them over time using the `log_metric()` function from the `validmind.api_client` module." ] }, { @@ -409,15 +479,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "\n", + "\n", "### Log unit metrics over time\n", "\n", - "Using the `log_metric()` function from the `validmind.api_client` module, we can log the unit metrics over time. This function takes the following arguments:\n", + "Using the `log_metric()` function from the `validmind.api_client` module, let's log the unit metrics over time. This function takes the following arguments:\n", "\n", - "- `key`: The name of the metric to log\n", - "- `value`: The value of the metric to log\n", - "- `recorded_at`: The timestamp of the metric to log\n", - "- `thresholds`: A dictionary containing the thresholds for the metric to log\n", - "- `params`: A dictionary containing the keyword arguments for the unit metric (in this case, none are required, but we can pass any `kwargs` that the underlying sklearn implementation accepts)" + "- **`key`:** The name of the metric to log\n", + "- **`value`:** The value of the metric to log\n", + "- **`recorded_at`:** The timestamp of the metric to log — useful for logging historic predictions\n", + "- **`thresholds`:** A dictionary containing the thresholds for the metric to log\n", + "- **`params`:** A dictionary containing the keyword arguments for the unit metric (in this case, none are required, but we can pass any `kwargs` that the underlying sklearn implementation accepts)" ] }, { @@ -429,7 +501,8 @@ "log_metric(\n", " key=\"AUC Score\",\n", " value=auc,\n", - " recorded_at=datetime(2024, 1, 1),\n", + " # If `recorded_at` is not included, the time at function run is logged\n", + " recorded_at=datetime(2024, 1, 1), \n", ")" ] }, @@ -437,7 +510,11 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "To visualize the logged metric, we can use the *Metrics Over Time* block in ValidMind. After adding this visualization block to your documentation (as shown in the image below), you'll be able to see your logged metrics plotted over time. In this example, since we've only logged a single data point, the visualization shows just one measurement. As you continue logging metrics, the graph will populate with more points, enabling you to track trends and patterns.\n", + "To visualize the logged metric, we'll use the **[Metrics Over Time block](https://docs.validmind.ai/guide/monitoring/work-with-metrics-over-time.html)** in the ValidMind Platform:\n", + "\n", + "- After adding this visualization block to your documentation or ongoing monitoring report (as shown in the image below), you'll be able to review your logged metrics plotted over time.\n", + "- In this example, since we've only logged a single data point, the visualization shows just one measurement.\n", + "- As you continue logging metrics, the graph will populate with more points, enabling you to track trends and patterns.\n", "\n", "![Metric Over Time block](../images/add_metric_over_time_block.png)\n", "![AUC Score](../images/log_metric_auc_1.png)" @@ -447,11 +524,20 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "\n", + "\n", "### Pass thresholds\n", "\n", - "We can pass thresholds to the `log_metric()` function to visualize the metric over time. This is useful for visualizing the metric over time and identifying potential issues. The metric visualization component provides a dynamic way to monitor and contextualize metric values through customizable thresholds. These thresholds appear as horizontal reference lines on the chart. The system always displays the most recent threshold configuration, meaning that if you update threshold values in your client application, the visualization will reflect these changes immediately. \n", + "We can pass *thresholds* to the `log_metric()` function to enhance the metric over time: \n", + "\n", + "- This is useful for visualizing the metric over time and identifying potential issues. \n", + "- The metric visualization component provides a dynamic way to monitor and contextualize metric values through customizable thresholds. \n", + "- These thresholds appear as horizontal reference lines on the chart. \n", + "- The system always displays the most recent threshold configuration, meaning that if you update threshold values in your client application, the visualization will reflect these changes immediately. \n", "\n", - "When a metric is logged without thresholds or with an empty threshold dictionary, the reference lines gracefully disappear from the chart, though the metric line itself remains visible. Thresholds are highly flexible in their implementation. You can define them with any meaningful key names (such as \"low_risk\", \"maximum\", \"target\", or \"acceptable_range\") in your metric data, and the visualization will adapt accordingly. " + "When a metric is logged without thresholds or with an empty threshold dictionary, the reference lines gracefully disappear from the chart, though the metric line itself remains visible. \n", + "\n", + "Thresholds are highly flexible in their implementation. You can define them with any meaningful key names (such as `low_risk`, `maximum`, `target`, or `acceptable_range`) in your metric data, and the visualization will adapt accordingly. " ] }, { @@ -506,9 +592,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "\n", + "\n", "### Log multiple metrics with custom thresholds\n", "\n", - "The following code snippet shows an example of how to set up and log multiple performance metrics with custom thresholds for each metric. Using AUC, F1, Precision, Recall, and Accuracy scores as examples, it demonstrates how to define different risk levels (high, medium, low) appropriate for each metric's expected range. The code simulates 10 days of metric history by applying a gradual decay and random noise to help visualize how metrics might drift over time in a production environment." + "The following code snippet shows an example of how to set up and log multiple performance metrics with custom thresholds for each metric:\n", + "\n", + "- Using AUC, F1, Precision, Recall, and Accuracy scores as examples, it demonstrates how to define different risk levels (high, medium, low) appropriate for each metric's expected range.\n", + "- The code simulates 10 days of metric history by applying a gradual decay and random noise to help visualize how metrics might drift over time in a production environment." ] }, { @@ -607,9 +698,9 @@ ], "metadata": { "kernelspec": { - "display_name": "validmind-eEL8LtKG-py3.10", + "display_name": "ValidMind Library", "language": "python", - "name": "python3" + "name": "validmind" }, "language_info": { "codemirror_mode": { diff --git a/site/python-docs.zip 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