Spaces:
Sleeping
Sleeping
Update README.md
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README.md
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---
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# AdCopy MAB Optimizer Pro（FastAPI on HF Spaces）
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## 起動チェック
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- /api/health → {"status":"ok"}
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## データ投入
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POST /api/ingest に以下形式で投入：
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{
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"rows": [
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{"date":"YYYY-MM-DD","medium":"FB","creative":"A1","is_control":1,"impressions":1000,"clicks":25,"conversions":3,"cost":800,"features_json":"{}"},
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...
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]
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}
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## 集計・最適化・因果
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- GET /api/aggregate
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- POST /api/optimize （Thompson Sampling 配分 + stop/boost判定）
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- POST /api/uplift （PyMC 階層ロジスティック uplift）
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## UI
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- ルート（/）で Gradio Dashboard
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- Data: Refresh で投入・集計を表示
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- Bandit: Suggest Allocation (TS)
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- Uplift (Causal): Fit Uplift Model
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## ストレージ
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- 既定の保存先: /tmp/adcopy_data（揮発）
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- 永続化する場合: HF Spaces の Settings → Persistent Storage を ON
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- Variables に DATA_DIR=/data/adcopy_mab を追加
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## 依存・ビルド
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- Dockerfile は python:3.11-slim ベース、OpenBLAS/LAPACK を導入
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- PyMC サンプリングはCPUで数十秒かかる場合があります
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