Fast_text

This repository is reimplementation of fast-text classification model which was introduced in 2017 ACL "Bag of Tricks for Efficient Text Classification" paper

model

layers.py

layer classes for implementation fast-text classification model
└ (BCE, Cross Entropy layer, hidden layer ...)

model.py

class Fasttext
└ Fasttext classification model implemented using numpy module (layer.py)
class Fasttext_torch
└ Fasttext classification model implemented using torch module

Preprocess

preprocess.py

def make_corpus
├ 
└ └ 

Train

main.py

def make_corpus
├ 
└ └ 

torch_main.py

Evluation