Deepchecks

About Deepchecks

Deepchecks is an open-source Python package for testing and validating machine learning models and data. It provides a comprehensive suite of checks for data integrity, model performance, drift detection, and distribution shifts — throughout the ML lifecycle.

Features

• Pre-built checks for data integrity and model performance
• Train-test data distribution comparison
• Drift detection for tabular, vision, and NLP
• Custom check creation
• HTML reports with pass/fail/warning status
• CI/CD integration
• Supports tabular, computer vision, and NLP tasks

Installation

pip install deepchecks