noleak: Open-source library to detect train/eval data contamination
This story is from 2026-09-10. It is preserved in the archive; the latest stories are on the live feed.
Published numbers are only as honest as the data split behind them When you evaluate a model, you want one simple truth: Did it actually learn unseen patterns, or did it memorise? I built noleak to make that visible. It's a production library we use at Godrej Aerospace to fingerprint datasets and m…
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- 2026-09-10 04:08 · r/learnmachinelearning
noleak: Open-source library to detect train/eval data contamination