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authorSam Scholten2026-10-07 15:35:13 +1000
committerSam Scholten2026-10-07 15:35:13 +1000
commit1d2b3beebc3ad3ed500127fc40491659418d7eb5 (patch)
tree3009d98111756b178914c2ceb3306ffceb4d77eb /README.md
parentc465409aaa5672e3466b6f8744b737fa84993f2b (diff)
downloadfluxrec-1d2b3beebc3ad3ed500127fc40491659418d7eb5.tar.gz
fluxrec-1d2b3beebc3ad3ed500127fc40491659418d7eb5.zip
compact-labels: rebalance negative history to the per-feed ceiling
The single documented exception to labels.jsonl's append-only rule: trims feeds over the ceiling (keeping each one's NEWEST negatives), positives untouched, LABELS.bak written first, idempotent, --dry-run. Existence justified by the ceiling only bounding the future, while pre-cap history would otherwise never age out.
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@@ -20,6 +20,7 @@ fluxrec train labels.jsonl → model.json + report.json (local)
fluxrec serve poll, score, RSS at /recommendations.xml (server)
fluxrec retrostar model-ranked candidates to star by hand (cold start)
fluxrec feeds per-feed volume + star stats (pruning aid)
+fluxrec compact-labels trim per-feed negative skew (one-off, re-runnable)
fluxrec score debug: stdin titles → stdout scores
```