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Naive Bayes Classification using n-gram models to identify the language of a tweet

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Name		Name	Last commit message	Last commit date
Latest commit History 36 Commits
.idea		.idea
results		results
.gitignore		.gitignore
README.md		README.md
bigram.py		bigram.py
byom.py		byom.py
evaluate_model.py		evaluate_model.py
input.txt		input.txt
main.py		main.py
ngram.py		ngram.py
test-tweets-given.txt		test-tweets-given.txt
training-tweets.txt		training-tweets.txt
trigram.py		trigram.py
unigram.py		unigram.py
utils.py		utils.py

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Language Identification using N-Gram Models

https://github.com/bit172/COMP472-Project2

Instructions

Log in to the linux environment
Open the terminal
Run git clone https://github.com/bit172/COMP472-Project2
cd into the project folder
Edit the input.txt file and add hyper-parameters, training and test files
Run module load anaconda3
Run python3 main.py
See output files in results/

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Naive Bayes Classification using n-gram models to identify the language of a tweet

nlp language n-grams naive-bayes-classifier

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