Topic

#data integrity

2 articles found

Data Leakage Concerns in SignatureTripletDataset's Split Method

Hi all, While working through the Siamese network module, I think I found a data-leakage issue in how the train/validation split is constructed for SignatureTripletDataset, and wanted to flag it in case it’s useful. The setup: SignatureTripletDataset.__getitem__(self, index) ignores the index argume

#data leakage#signaturetripletdataset#ai models#data integrity#india tech

· · Dev.to

Revamping Kafka: Addressing Schema Change Challenges Now

I asked 4 senior Kafka engineers this question on Reddit. Nobody named a tool. So I built one. You deployed a hotfix at 9:45 PM. The fix was correct. The status field had been accepting invalid values — "ok", "done", "finished" — from different teams. Converting it to a strict Enum with four valid v

#kafka#schema management#data integrity#distributed systems#india tech