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Tan Sze Ching
建立 MLP模型,進行 1MDb 情緒分析
建立 MLP模型,進行 1MDb 情緒分析
建立 MLP模型,進行 1MDb 情緒分析
By
Tan Sze Ching
翻轉文創隊長 @ 2017北聯大創新創業企劃書簡報競賽
・
Taipei City, Taiwan
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A.資料預先處理 1.讀取資料 2.建立 Token 3.文字 list 轉成 數字 list 4.截長補短,讓所有數字 list 長度都是一樣長 B.建立模型 5.建立 Sequetial 模型 6.加入Embedding 層 7.建立多層感知器模型,比如Flatten層,隱藏層與輸出層 C.訓練模型 8.定義訓練方式,比如loss funct,optimizer,metrics 9.開始訓練,比如 batch_size,epochs,verbose,validation_split D.評估模型準確率 10.評估模型 scores 11.推行預測 prediction
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Tan Sze Ching
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Published: Feb 25th 2019
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keras
Deep Learning
python
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Tan Sze Ching
Keras 卷積神經網路 CNN辨識 Cifar-10影像
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建立 RNN 遞歸神經網路,進行 1MDb 情緒分析