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fasttext.py's Introduction

FastText.py

Porting to Pytorch of fastText

How to install libraries

git clone https://github.com/loretoparisi/fasttext.py.git
cd fasttext.py/fasttext
pip install -r requirements.txt
python -m spacy download en_core_web_sm

How to install datasets

cd data/
wget https://nlp.stanford.edu/data/wordvecs/glove.840B.300d.zip
unzip glove.840B.300d.zip

How to train

cd fasttext.py/fasttext
$ python train.py

Final Training Accuracy: 0.9006
Final Validation Accuracy: 0.8948
Final Test Accuracy: 0.8929

Disclaimer

Code adapted from https://github.com/AnubhavGupta3377/Text-Classification-Models-Pytorch

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