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概要
既存の二値ラベル(3着以内=1/0)モデルとは別に、JRA賞金ウェイトに基づく多値ラベルを用いたLambdaRankモデルを新規構築する。
背景・目的
ハイブリッドアンサンブルシステムの「ランクスコアA」として機能させる。 着順の重要性(1着 2着 3着 ... 10着)をモデルに明示的に学習させることで、単純な3着以内予測より細粒度なランキング能力を獲得する。
実装内容
1. 多値ラベル生成ロジック(train.py ...
Problem
A Tenant by Siouxsie and the Banshees lookup in production returned only 5 other albums by Siouxsie and the Banshees ,
missing the album that actually contains the track — Kaleidoscope (http://www.wxyc.info/wxycdb/libraryRelease?id=43595). ...
bug
catalog-search-perf
lml
Problem
The entity_detail extraction template induces two distinct schema violations at the source (Rule 10: fix at the source
before adding post-processing). From framework/raw-io-capture.jsonl (raw-io-capture-run, ...
bug
Problem
A single schema violation (e.g. notes: null, or one relationship missing first_seen_turn) makes _validate_entity reject
the WHOLE entity object, so merge_entity is skipped and the entire turn ...
bug
Overview
Returns the full detail record for a single food. Uses get_food_with_overrides as the canonical read path — no direct
foods table query for single-food reads anywhere else.
Route ordering note ...
Problem
When an entity_detail completion fails _validate_entity, the failure is logged only to stderr; extraction-log.jsonl s
per-turn detail_error field stays null. So per-turn metrics are BLIND to validation ...
bug
Changes needed
1. Fix stale README.md — still references --type learning --mps (old CLI). Update to --uri kosh:// syntax. Fix Concepts
table (remove MPS/Type rows, add URI/kosh concepts).
2. Improve ...
日本語
https://netplan.co.jp/library/shukaku-hub/ https://netplan.co.jp/library/shukaku-hub/privacy/
英語
https://netplan.co.jp/en/library/shukaku-hub/ https://netplan.co.jp/en/library/shukaku-hub/privacy/ ...
Problem
claude-mpm session pause (and claude-mpm mpm-init pause) print Git commit created in the success output, but NO git
commit is actually made. Verified: git log shows no session-pause commit after ...
bug
Maintainer feedback on the live dashboard:
- Footer should read NEMAR is an open-access data, tools, and compute resource for FAIR neuroscience (not a
window-to-OpenNeuro phrasing).
- Themes must ...
enhancement

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