A Python package for versioning and monitoring dataset changes throughout the machine learning lifecycle.
dstrack helps data scientists and ML engineers track how datasets evolve over time, catching schema drift, distribution shifts, and unexpected mutations before they silently break pipelines or degrade model performance.
pip install dstrackdstrack- Dataset versioning across ML pipeline stages
- Change detection and drift monitoring
- Lightweight CLI interface