22 lines
976 B
Markdown
22 lines
976 B
Markdown
# Project: fumen-analyze
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## Technical Stack
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- **Runtime**: [Bun](https://bun.sh/)
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- **Language**: TypeScript (Preprocessing), Python (Machine Learning)
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- **ML Library**: [XGBoost](https://xgboost.readthedocs.io/), [scikit-learn](https://scikit-learn.org/)
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- **TJA Parser**: [tja-parser](https://www.npmjs.com/package/tja-parser)
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## Key Directories
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- `preprocess/`: TJA 파싱 및 피처 추출 로직 (TypeScript)
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- `script/`: 전처리, 학습 제어 스크립트
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- `train/`: XGBoost 학습 엔진 (Python)
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- `predict/`: 추론 엔진 (Python)
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- `datas/tja/`: 원본 TJA 데이터셋
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- `datas/measure.csv`: 정답지 (상수 데이터)
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- `test/`: 학습 결과물 (model.pkl, scaler.pkl, features.json)
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## Data Flow
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1. `datas/tja/*.tja` → `script/preprocess.ts` → `test/features.json`
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2. `test/features.json` + `datas/measure.csv` → `train/train_xgboost.py` → `test/model.pkl`
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3. `test/model.pkl` + `test/features.json` → `predict/predict_xgboost.py` → Result
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