Name		Name	Last commit message	Last commit date
model		model
.gitignore		.gitignore
README.md		README.md
nmt.ipynb		nmt.ipynb
sentiment-analysis.ipynb		sentiment-analysis.ipynb
translation.ipynb		translation.ipynb

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Sentiment Analysis with Attention

Preprocessing techniques like removing stopwords, punctuations, and contractions
Custom word encoding and decoding using a Words class
Attention mechanism implemented from scratch to capture important parts of the input sequence
Achieved a train accuracy of 87% and validation accuracy of 88% on the Amazon Fine Food Reviews dataset

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Machine translation and Sentiment Analysis with the (scaled dot product) attention mechanism

attention-mechanism nmt scaled-dot-product-attention sentiment-analysis

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