Deep_Learning-Note

學習 Deep-Learning 過程的簡易筆記，此筆記參考許多網路資源&書籍，來源列在下處。

NLP:

• Word Representation:
  Note: Knowledge-Based Representation, Corpus-Based Representation-1, Corpus-Based Representation-2

• Word Embedding:
  Note: Word embedding, Word embedding-Pretrained

• RNN:
  Note: Vanilla RNN, LSTM, GRU

• Torchtext:
  Note: Torchtext

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Practice:

• Sentimental analysis:
  Model: Vanilla RNN with torchtext

Model: LSTM

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Reference:

• Deep Learning with Python - Francois Chollet(2017)
• Natural Language Processing with Pytorch - Delip Rao， Brian McMahan(2019)
• 台大-陳縕儂教授課程 -> NTU CSIE ADL
• 台大-李宏毅教授課程 -> Machine Learning
• 香港科技大學-Sung Kim教授課程 -> PyTorch Zero To All
• bentrevett-github -> pytorch-sentiment-analysis