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Deep Learning for Natural Language Processing. Creating Neural Networks with Py.pdf

发布时间：2022-06-19 发布人：admin 分类：说明书 资料大小：4.76M 资料格式：pdf 举报 版权申诉
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    Contents
    Intro
    Intro to NLP & Deep Learning
    Python Packages
    Intro to Natural Language Processing
    NLP Libraries
    Start with NLP
    Intro to Deep Learning
    What are Neural Networks?
    Basic Structure of Neural Networks
    Types of Neural Networks
    Multilayer Perceptrons
    Stochastic Gradient Descent
    Backpropagation
    Deep Learning Libraries
    Next Steps
    Word Vector Representations
    Intro to Word Embedding
    Word2vec
    Subsampling Frequent Words
    Word2vec Code
    Skip-Gram Code
    CBOW Code
    Next Steps
    Unfolding Recurrent Neural Networks
    Recurrent Neural Networks
    Next Steps
    Chatbot
    Intro to Chatbot
    Conversational Bot
    Automatic Text Generation
    Next Steps
    Sentiment Classification
    Self-Attentive Sentence Embedding
    Implementing Sentiment Classification
    Sentiment Classification Code
    Model Results
    Scope for Improvement
    Next Steps
    Index
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