/caliber

Model-agnostic calibration and performance enhancement.

Primary LanguagePythonApache License 2.0Apache-2.0

caliber

PyPI - Status PyPI - Downloads PyPI - Version License Documentation Status

Caliber is a toolkit designed to enhance the calibration and overall performance of your machine learning models. It operates independently of your specific models, offering a flexible and agnostic approach. Caliber's methods are lightweight and generally fast, making them easy to integrate as add-ons within your existing pipeline with minimal effort.

Installation

You can install caliber via

pip install caliber

The following extras are available:

  • torch: install PyTorch dependencies.
  • docs: install Sphinx dependencies.

Alternatively, you can build the package using Poetry.

License

This project is licensed under the Apache-2.0 License.