AI_Challenge_Taiwan_DT_2018(private)
大戰略
AI_Grand_Challenge
- Our Consideration
NLP Tasks
Recent Trend in NLP
Distributed representation
- Word Embedding (Professor 李宏毅 #14)
- word embedding
- Word2Vector
- Character Embedding
Structured Learning
- Structured Learning_Peter_2018.5.3
Language Model
Acoustic Model
- Acoustic Model _Peter_2018.5.3
SVM
- SVM_coding
RNN+LSTM (Professor 李宏毅 #21-1)
- RNN (Professor 李宏毅 #21-1)_Emma_modified
Neural Machine Translation (seq2seq)
- Neural Machine Translation (seq2seq)
Machine Learning Basic
AI Great Challenge比賽相關
Sequence_to_Sequence
- Seq2Seq Chatbot application using PyTorch framework
  - Coding_Github_Pytorch_Chatbot
方法論相關紀錄
- 圖片與方法論
  - 示意圖
  - 流程圖
  - 檔案結構圖
  - Realization圖
- 優化文件要點
- 文字與方法論
  - 善用表格
  - 將口語轉成知之為知之
- Q&A
- 方法論心得
GitBook平台使用
Machine Learning Frameworks
- Colab
Kaggle_platform
- Tensorflow Speech Recognition Challenge
  - Data for Tensorflow Speech Recognition Challenge
    - Kernel_for_TSRC
      - Speech representation and data exploration
        
        Notebook_SRDE
        
        Visualization_SPAE
        
        Dataset_Investigation
        
        Further Recommend
Attention Based Model for speech recognition
- Attention based model for speech recognition_增加
  - Attention based model for speech recognition
Tensor Flow Machine Learning Cookbook
- Natural Language Processing
  - Working with bag of words
    - Implementing TF-IDF
      - CBOW
        
        Using Doc2Vec for Sentiment Analysis
        
        Working with Skip-gram Embeddings
- Mozilla Deep Speech
BPTT

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Tensor Flow Machine Learning Cookbook

Tensorflow Machine Learning Cookbook

Jeff 0418/2018

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ebook Tensorflow Machine Learning Cookbook

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