chakin

chakin is a downloader for pre-trained word vectors. Supported many vectors

This library lets you download pre-trained word vectors without troublesome work.

Installation

To install chakin, simply:

$ pip install chakin

Usage

You can download pre-trained word vectors as follows:

$ python

>>> import chakin
>>> chakin.search(lang='English')
                   Name  Dimension                     Corpus VocabularySize  
2          fastText(en)        300                  Wikipedia           2.5M   
11         GloVe.6B.50d         50  Wikipedia+Gigaword 5 (6B)           400K   
12        GloVe.6B.100d        100  Wikipedia+Gigaword 5 (6B)           400K   
13        GloVe.6B.200d        200  Wikipedia+Gigaword 5 (6B)           400K   
14        GloVe.6B.300d        300  Wikipedia+Gigaword 5 (6B)           400K   
15       GloVe.42B.300d        300          Common Crawl(42B)           1.9M   
16      GloVe.840B.300d        300         Common Crawl(840B)           2.2M   
17    GloVe.Twitter.25d         25               Twitter(27B)           1.2M   
18    GloVe.Twitter.50d         50               Twitter(27B)           1.2M   
19   GloVe.Twitter.100d        100               Twitter(27B)           1.2M   
20   GloVe.Twitter.200d        200               Twitter(27B)           1.2M   
21  word2vec.GoogleNews        300          Google News(100B)           3.0M 

>>> chakin.download(number=2, save_dir='./') # select fastText(en)
Test: 100% ||               | Time: 0:00:02  60.7 MiB/s
'./wiki.en.vec'

Supported vectors

So far, chakin supports following word vectors: