songzy12 / FastText

A PaddlePaddle implementation of fastText.

A PaddlePaddle re-implementation of fastText [1].

Dataset

https://drive.google.com/file/d/0Bz8a_Dbh9QhbZVhsUnRWRDhETzA/view?resourcekey=0-Rp0ynafmZGZ5MflGmvwLGg

$ mv yahoo_answers_csv.tar.gz ~/.paddlenlp/datasets/YahooAnswers/
$ cd ~/.paddlenlp/datasets/YahooAnswers
$ tar -xzvf yahoo_answers_csv.tar.gz
$ mv yahoo_answers_csv yahoo_answers

https://drive.google.com/file/d/0Bz8a_Dbh9Qhbd2JNdDBsQUdocVU/view?resourcekey=0-QTryjwu31-qFjMtEAJmsvw

$ mv amazon_review_full_csv.tar.gz ~/.paddlenlp/datasets/AmazonReviews/
$ cd ~/.paddlenlp/datasets/AmazonReviews
$ tar -xzvf amazon_review_full_csv.tar.gz
$ mv amazon_review_full_csv amazon_reviews

Install

$ pip intall -r requirements.txt

Train

$ python train.py

Reference

• https://arxiv.org/pdf/1607.01759.pdf
• https://github.com/facebookresearch/fastText

Resource

• https://github.com/facebookresearch/fastText#text-classification