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寻求Deep Learning for Natural Language Processing
飞天玄舞6
4257 29
2018-01-21
Deep Learning for Natural Language ProcessingDevelop Deep Learning Models for your Natural Language ProblemsPart I. Foundations
  • Lesson 01: Natural Language Processing
  • Lesson 02: Deep Learning
  • Lesson 03: Promise of Deep Learning for Natural Language
  • Lesson 04: Now to Develop Deep Learning Models With Keras
Part II. Data Preparation
  • Lesson 05: How to Clean Text Manually and with NLTK
  • Lesson 06: How to Prepare Text Data with scikit-learn
  • Lesson 07: How to Prepare Text Data With Keras
Part III. Bag-of-Words
  • Lesson 08: The Bag-of-Words Model
  • Lesson 09: Prepare Movie Review Data for Sentiment Analysis
  • Lesson 10: Neural Bag-of-Words Model for Sentiment Analysis
Part IV. Word Embeddings
  • Lesson 11: The Word Embedding Model
  • Lesson 12: How to Develop Word Embeddings with Gensim
  • Lesson 13: How to Learn and Load Word Embeddings in Keras
Part V. Text Classification
  • Lesson 14: Neural Models for Document Classification
  • Lesson 15: Develop an Embedding + CNN Model
  • Lesson 16: Develop an n-gram CNN Model for Sentiment Analysis
Part VI: Language Modeling
  • Lesson 17: Neural Language Modeling
  • Lesson 18: Develop a Character-Based Neural Language Model
  • Lesson 19: How to Develop a Word-Based Neural Language Model
  • Lesson 20: Develop a Neural Language Model for Text Generation
Part VII: Image Captioning
  • Lesson 21: Neural Image Caption Generation
  • Lesson 22: Neural Network Models for Caption Generation
  • Lesson 23: Load and Use a Pre-Trained Object Recognition Model
  • Lesson 24: How to Evaluate Generated Text With the BLEU Score
  • Lesson 25: How to Prepare a Photo Caption Dataset For Modeling
  • Lesson 26: Develop a Neural Image Caption Generation Model
Part VIII: Neural Machine Translation
  • Lesson 27: Neural Machine Translation
  • Lesson 28: Encoder-Decoder Models for NMT
  • Lesson 29: Configure Encoder-Decoder Models for NMT
  • Lesson 30: How to Develop a Neural Machine Translation Model
Deep-Learning-for-Natural-Language-Processing-400.png


谁有这本书，上传奖励100币


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钱学森64
2018-1-21 21:17:26
谢谢分享
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军旗飞扬
2018-1-21 21:18:09
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Da甜甜
2018-1-21 21:46:45
顶楼主，我试过了，没找到，抱歉
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who2000
2018-1-22 14:21:20
CSDN那里有
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飞天玄舞6
2018-1-22 15:49:07
who2000 发表于 2018-1-22 14:21
CSDN那里有
能否发个链接，我找到的只是斯坦福的课件
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