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项目作者： pratjz

项目描述 ：
Resources
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项目地址: git://github.com/pratjz/Resources.git
创建时间： 2017-12-08T10:44:45Z
项目社区：https://github.com/pratjz/Resources
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My Reading Lists of Machine Learning, Natural Language Processing and etc

Table of Contents

  1. Machine, Deep and Reinforcement Learning Courses, Books and etc.
  2. Natural Language Processing
    1. Machine Translation
    2. Machine Comprehension, QA and NLU
    3. Dialogue, Conversation and Chatbot System
    4. Commonsense Knowledge Base, Knowledge Base Completion and Representation
    5. Sequence Labeling (POS, Chunking, NER, Punctuation Restoration, SRL and etc.)
    6. Sentiment Analysis and Stance Detection
    7. Natural Language Inference and Text Summarization
    8. Anaphora Resolution, Dependency Parser, Discourse Relation and etc.
    9. Text, Sentence and Document Classification
    10. Embeddings, Interpretability and Disambiguation
    11. Others
  3. General
    1. Recurrent Neural Network
    2. Convolutional Neural Network and Computer Vision
    3. Neural Network Optimization
    4. NTM, Capsule, Autoencoder, Highway, Residual and GAN
    5. Siamese Networks and One-shot Learning
    6. Social Network Rrpresentation
    7. Multi-task and Others
  4. Reinforcement Learning
  5. Extreme Learn Machines
  6. Coding Books and Other Resources for Machine Learning
Spark_1650376559084.pdf
gfs_1650376559392.pdf
hdfs_1650376559680.pdf
mapreduce_1650376559756.pdf
MapReduce_ppt_1650376556241.pdf
Datastores_1650376550065.pdf
Google_1650376550286.pdf
Bigtable_1650376549703.pdf