寻求Deep Learning for Natural Language Processing

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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
  

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关键词：Processing Learning Language processI Process

谢谢分享

顶楼主，我试过了，没找到，抱歉

CSDN那里有

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

谢谢分享

谢谢分享

谢谢分享

谢谢分享