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Feature: 013 Polymarket Search Category Filter Phase: 7 — Polish · Parallel: yes ([P]) Remove dead code (old search=/tag_slug params, double-debounce remnants) and refresh JSDoc in frontend/src/hooks/usePolymarketSearch.js. ...

Problem model.check() currently names the post-training snapshot baseline __after automatically. Users who call check() multiple times between snapshots end up overwriting the same __after snapshot, ...
enhancement
v0.11.2

Problem model.learn(replay_weights={ coding : -1.0}) passes negative weights through to sample(). max(0.0, weight) in the sample call silently clamps them to zero, but this means a user typo produces ...
bug
v0.11.2

Feature: 013 Polymarket Search Category Filter Phase: 7 — Polish · Parallel: yes ([P]) Verify both call sites consume grouped events correctly — FriendMarketsModal.jsx (inline) and Dashboard.jsx (feed) ...

How to Check Aria2 Download Link Without Downloading? - aria2 To verify the validity and details of a download link in aria2 without actually fetching the full file, you can use the --dry-run parameter. ...

Problem model.snapshot() accepts a tracker param but model.learn() does not. Users who want per-step training loss in their experiment tracker (W B, MLflow, Neptune) currently have no way to wire this ...
enhancement
v0.11.2

Problem If trainer.train() raises inside model.learn(stream=True), the Rich progress bar s _progress.stop() is never called because on_train_end only fires on clean exit. This leaves the terminal in a ...
bug
v0.11.2

Feature: 013 Polymarket Search Category Filter Phase: 6 — US4 (P2) · Parallel: no Finalize the picker s state UI in frontend/src/components/fairwins/PolymarketBrowser.jsx: mutually-exclusive loading/empty/error/list ...

Problem In _weighted_sample_without_replacement, if the caller passes a weights dict where every category maps to 0.0, the function exits early and silently returns fewer items than requested rather than ...
bug
v0.11.2
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