Developer Fundamentals — Module 1 of 4
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“As a developer who is new to ValidMind, I want to learn how to register a model in the ValidMind Platform, install the ValidMind Library in my local environment, and preview my model’s documentation template.”
This first module is part of a four-part series:
Developer Fundamentals
First, let’s make sure you can log in to ValidMind.
Training is interactive — you explore ValidMind live. Try it!
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To continue, you need to have been onboarded onto ValidMind Academy with the Developer role.
Be sure to return to this page afterwards.
Jupyter Notebook series
When you run these notebooks, they will generate a draft of model documentation and upload it to ValidMind, complete with supporting test results.
Our series of four introductory notebooks for model developers include sample code and how-to information to get you started with ValidMind:
1 — Set up the ValidMind Library
2 — Start the model development process
3 — Integrate custom tests
4 — Finalize testing and documentation
In this first module, we’ll run through 1 — Set up the ValidMind Library together.
Let’s start our journey with 1 — Set up the ValidMind Library on the next page.
Welcome to the ValidMind Platform
From here, you can:
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Make sure you’re logged in and have refreshed the page in a Chromium-based web browser.
Welcome to the Inventory
Use the model inventory to track comprehensive details for all your models throughout the model lifecycle. The model inventory is customizable and extensible, with a layout that can be configured to suit your needs.
To start the documentation process, a model must already be registered in the model inventory via the Register Model modal.
Let’s register a model together on the next page.
Register a binary classification model
Binary classification
Attrition/Churn Management
ValidMind generates a unique code snippet for each registered model to connect with your developer environment:
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Make sure you’re logged in and have refreshed the page in a Chromium-based web browser.
Install & initialize the ValidMind Library
With your code snippet copied to your clipboard:
When you’re done, return to this page and click to continue.
Preview the documentation template
You can preview your model’s documentation template right from the ValidMind Library:
When you’re done, return to this page and click to continue.
The Document Overview shows a section-by-section outline of your model’s documentation, as well as summaries of:
To locate your document overview for a model:
In the left sidebar, click Inventory.
Select a model or find your model by applying a filter or searching for it.
In the left sidebar that appears for your model, click Documentation.
Verify the documentation template
Once you’ve called preview_template()
:
Using ValidMind for model development
In this first module, you learned how to:
Continue your model development journey with:
Learning to Run Tests
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