Knowledge Graph Embedding Auditor
7.8
A tool to automatically track and audit the data transformations applied to training datasets for machine learning models, addressing the reviewer reproducibility challenge. It generates a lineage report showing the source data, transformations, and parameters used to produce a specific model version.
120h
mvp estimate
7.8
viability grade
14
views
technology stack
Python
PostgreSQL
Medium
inspired by
ML model reproducibility issues highlight need for data lineage tracking