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chemdner_pytorch's Introduction

chemdner_pytorch

ファイルの説明

  • chemdner_data_converter.py

    • chendnerのデータをTagging用のデータに変換するためのModule
    • train.csv, valid.csv, test.csvを作成。
    • それぞれのcsvのheaderは[file_ix, token, start_ix, end_ix, label]
  • dataset.py

    • token2ix, label2ix用
  • train.py

    • modelを学習しsave
  • model.py

    • modelの計算方法を書く。
  • predict.py

    • test.csvから予測し、test.csvにpred_label列を付け合わせたpred.csvを作成
  • evaluate.py

    • pred_labelからspantokenを復元し、精度を計算する。
  • chemdner_datas

    • chemdnerdataからconvertしたcsvやtoken2ix, label2ixの入れ場
  • outsource

    • 学習したモデルの入れ場

実験方法

# これは初めだけ行えば良い。
>>> python chemdner_data_converter.py
# modelを学習し、予測し、評価
>>> python train.py
>>> python predict.py
>>> python evaluate.py

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