numb3r33/match_pyramid

Text Matching as Image Recognition

Match Pyramid

Summary description here.

This file will become your README and also the index of your documentation.

Install

pip install matchpyramid

How to use

#slow
dls, cnt = get_dls()

#slow

glove            = get_glove_embeddings()
my_vocab         = get_my_vocab(cnt)
my_vocab.vectors = convert_cnt_to_glove_emb(my_vocab)

model = MatchPyramid(my_vocab, max_len=72)
learn = ImageTextLearner(dls, model, loss_func=BCEWithLogitsLossFlat())

#slow
learn.lr_find()

#slow
learn.fit_one_cycle(5, 1e-3)