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A python package to make it easier to interact with WhyLabs APIs

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whylabs/whylabs-toolkit

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WhyLabs Toolkit

The WhyLabs Toolkit package contains helper methods to help users interact with our internal APIs. Users will benefit from using it if they want to abstract some of WhyLabs' internal logic and also automate recurring API calls.

Basic usage

To start using the whylabs_toolkit package, install it from PyPI with:

pip install whylabs_toolkit

Packages

The available packages that we have enable different use-cases for the whylabs_toolkit. To get started, navigate to one of the following sections and find useful tutorials there.

Package Usage
Monitor Manager Author and modify existing WhyLabs monitor with Python.
Monitor Diagnoser Diagnose problems with monitors.
WhyLabs Helpers Interact with and modify your Datasets and ML Models specs in WhyLabs.

Development

To start contributing, you will manage dependencies with Poetry and also a handful of Makefile commands. To install all necessary dependencies and activate the virtual environment, run:

make setup && poetry shell

Get in touch

If you want to learn more how you can benefit from this package or if there is anything missing, please contact our support, we'll be more than happy to help you!