AI_Challenge_Taiwan_DT_2018(private)
大戰略
AI_Grand_Challenge
Our Consideration
Towards Machine Comprehension of Spoken Content: Initial TOEFL Listening Comprehension Test by Machine
TOEFL
Attention-based Multi-hop Recurrent Neural Network (AMRNN) Model
NLP Tasks
Recent Trend in NLP
Distributed representation
Word Embedding (Professor 李宏毅 #14)
word embedding
Word2Vector
CBOW Model
CBOW Model with One-word Context
CBOW Model with Multi-word Context
Backward Propagation
Skip-gram Model
Update equation for weights
Efficiency Improvement Techniques
Hierarchical Softmax
Negative Sampling
Word2Vector_coding
Character Embedding
Structured Learning
Structured Learning_Peter_2018.5.3
Language Model
Training a RNN Language Model Using TensorFlow (gaussic.github.io) AnAn 0417
Training a RNN Language Model Using TensorFlow (www.TensorFlow.org) AnAn 0417
Language modified PETER 2018.5.19
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
Optimization
Backpropagation
Cross_Entropy
AI Great Challenge比賽相關
Sequence_to_Sequence
Seq2Seq Chatbot application using PyTorch framework
Coding_Github_Pytorch_Chatbot
gitignore_file_Pytorch_Chatbot
main_file_Pytorch_chatbot
Config_file_Pytorch_Chatbot
evaluate_file_Pytorch_chatbot
load_file_Pytorch_chatbot
model_file_pytorch_chatbot
train_file_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
Running Python code in Colab
Load external data: Google Drive, Sheets, and Cloud Storage
Schematic of colab service and overall process
RNN-LSTM example using Colab service
reader_test.py_file
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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Machine Learning Basic
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