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esun2023's Introduction

環境

  • 系統平台:Ubuntu 18.04.6
  • 程式語言:python 3.8.13

每個資料夾/檔案的用途

├ Preprocess
│ └ preprocess.py             (前處理與特徵工程, 在 csv 目錄產生 dataset)
│ └ preprocess_1202.py        (複賽前處理與特徵工程, 在 csv 目錄產生 dataset)
├ Model
│ └ predict.py                (Model 的預測結果, 在 output 目錄產生最終的結果)
│ └ predict_1202.py           (複賽Model 的預測結果, 在 output 目錄產生最終的結果)
├ csv                         (放置 data prepocess 後的資料集目錄)
├ output                      (放置 model prediction 後的資料集目錄)
├ requirements.txt
└ README.md

可復現步驟

  1. 安裝套件
$ pip install -r requirements.txt
  1. 執行資料預處理步驟 : (原始 dataset 需放置在上一層 data 目錄)
$ cd Proprocess
$ python preprocess_1202.py
  1. 執行模型訓練與預測 :
$ cd Model
$ python predict_1202.py

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