Merge code deterministically in queue
refinery-mergeskillsetup L2★64
Tibsfox/gsd-skill-creator ↗What it does
Merge overlapping weak supervision labels via majority vote and confidence thresholding
Best for
Data programming when multiple weak sources must be reconciled into clean training sets.
Inputs
- · weak label sets
- · confidence scores
- · threshold
Outputs
- · merged labels
- · conflict report
Requires
- · snorkel-refinery
Preconditions
Multiple weak labelers trained; labels on same dataset; scores calibrated
Failure modes
Threshold too high drops valid labels; too low keeps noise; overlapping labeler disagreement stays unresolved
Trust signals
- · Snorkel project
- · Probabilistic label model