Implementing Dataset Versioning and Lineage for Reproducible ML

https://beefed.ai/en/dataset-versioning-lineage-reproducibility

#DatasetVersioning #Dvc #Lakefs #DataLineage #ReproducibleMl

Deep learning can raise “accuracy” while lowering research truth: leakage, brittle benchmarks, unreproducible runs. Fix it: stronger validation + open checks. #ResearchIntegrity #ReproducibleML https://glcnd.io/jmlr-explores-deep-learning-implications-for-research-accuracy/