readme: ---
  license: mit
  ---
  ## Bangla Glove Vectors
  This is a collection of pre-trained glove vectors for the Bengali language. You can find details training in [this](https://github.com/sagorbrur/GloVe-Bengali) repository.
  
  This model is build for [bnlp](https://github.com/sagorbrur/bnlp) package.
  
  
  ## Datasets
  - [Wikipedia dump datasets](https://dumps.wikimedia.org/bnwiki/latest/)
  
  ## Model Details
  - wikipedia+crawl_news_articles (39M(39055685) tokens, 0.18M(178152) vocab size, 195.4MB download):
  bn_glove.39M.300d.zip
  
  - wikipeida+crawl_news_articles (39M(39055685) tokens, 0.18M(178152) vocab size, 100d vectors, 65MB download):
  bn_glove.39M.100d.zip
  
  - Wikipedia (20M(19965328) tokens, 0.13M(134255) vocab, 300d vectors, 145.9MB download):
  bn_glove.300d.zip
  
  - Wikipedia (20M(19965328) tokens, 0.13M(134255), 100d vectors, 51.2MB download):
  bn_glove.100d.zip
  
  ## Usage
  ```py
  from bnlp import BengaliGlove
  glove_path = "bn_glove.39M.100d.txt"
  word = "গ্রাম"
  bng = BengaliGlove()
  res = bng.closest_word(glove_path, word)
  print(res)
  vec = bng.word2vec(glove_path, word)
  print(vec)
  
    ```