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Implementation of Bag of Words, Perceptron & Averaged Perceptron, Logistic Regression, POS Tagging, Hidden Markov Model, LSTM Language Model

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Name		Name	Last commit message	Last commit date
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classification		classification
language_modeling		language_modeling
sequence_labelling		sequence_labelling
.DS_Store		.DS_Store
README.md		README.md

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Natural Language Processing

Author Jiayi Chen

Requirements

python 3
pytorch 1.0+

Topics included

Bag of Words
Perceptron & Averaged Perceptron
Logistic Regression
POS Tagging
Hidden Markov Model
LSTM Language Model

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Implementation of Bag of Words, Perceptron & Averaged Perceptron, Logistic Regression, POS Tagging, Hidden Markov Model, LSTM Language Model

nlp natural-language-processing

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