oraccc / NLP-Basic

My reading notes(code included) about basic knowledge of NLP, ML, DL

NLP Basic

Notes and Codes

Part I : NLP

📑Note	📈Code
§0-NLP概述
§1-词嵌入	Word2Vec
§2-子词嵌入(fastText)	fastText
§3-全局向量词嵌入(GloVe)	GloVe
§4-TextCNN	TextCNN
§5-TextRNN	TextRNN
§6-序列到序列模型(Seq2Seq)	Seq2Seq
§7-注意力机制	Attention
§8-Transformer	(1) Transformer (2) Annotated Transformer
§9-BERT	BERT

Part II : Machine Learning & Deep Learning

📑Note	📈Code
§1-线性回归	Linear Regression
§2-逻辑回归	Logistic Regression

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Projects

🔬Topic	📁Codes
Yelp Reviews Sentiment Classification	(1) TextCNN (2) BERT