Deepchecks is open source tool for testing and validating machine learning models and data. The 3 checks supported in different phases of ML pipeline are
- Data Integrity (between ingestion and preprocessing step)
- Train-Test Validation (Distribution and Methodology Checks) (between preprocessing and training step)
- Model Performance Evaluation (evaluation step)
Deepchecks is open source tool for testing and validating machine learning models and data. The 3 checks supported in different phases of ML pipeline are