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My independent study for CYCU-ICE. Use federated learning to train an LSTM text sentiment classifier.

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預測文字情緒原始碼

此為文字情緒預測系統之原始碼,目的為使用聯邦式學習架構建置LSTM模型來實現NLP,達成利用文字預測情緒功能,並與Bert模型進行比較。

目錄

  • lstm model - lstm model集中式、聯邦式學習架構原始碼
  • dataset - 此系統採用資料集及拆分資料程式原始碼
  • experiment - 用於實驗之自動化Batch檔
  • bert model - 用於比較之bert model集中式、聯邦式學習架構原始碼

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My independent study for CYCU-ICE. Use federated learning to train an LSTM text sentiment classifier.

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