W&B Core

W&B Core is the foundational framework supporting W&B Models and W&B Weave, and is itself supported by the W&B Platform.

W&B Core provides capabilities across the entire ML lifecycle. With W&B Core, you can:

• Version and manage ML pipelines with full lineage tracing for easy auditing and reproducibility.
• Explore and evaluate data and metrics using interactive, configurable visualizations.
• Document and share insights across the entire organization by generating live reports in digestible, visual formats that are easily understood by non-technical stakeholders.
• Query and create visualizations of your data that serve your custom needs.