Welcome to flippers!

flippers is a Python library for weak supervision. With flippers, you can leverage domain knowledge and heuristics to generate high-quality labels for your training data.

flippers is built to be an alternative and improvement to the now archived Snorkel library with the following goals:

• Lightweight and easy to use.

• Fast and scalable.

• Better accuracy and calibration of the label model.

• Easy integratation with any machine learning pipeline.

• Strong documentation and support.

For more details, please refer to the following resources:

Contents:

• API Reference