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v2x_time-series_forecasting's Introduction

신규 파일 다운로드

  • 50-1 신규 파일 다운로드는 data/update/zip 폴더에 저장
  • 이후 unzip_raw.py 파일을 실행하면 자동으로 uncombine, combine에 나누어 csv로 저장됨

모델 추론

  • python v2x_test.py --model_name {turn, speed} --average {macro, micro, weighted} --continue_test {result.txt 파일 경로}

1. 모델 전처리

  • V2X_preprocess_8 ~ 11.ipynb 파일을 참고

2. 모델 학습, 추론 및 결과 저장

  • V2X_inference_turn.ipynb, V2X_inference_hazard 파일을 참고

3. 모델 통계

  • V2X_statistics.ipynb 파일을 참고

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