Load Pretrained glove vectors in python

Question

I have downloaded pretrained glove vector file from the internet. It is a .txt file. I am unable to load and access it. It is easy to load and access a word vector binary file u

Answer 1

EMBEDDING_LIFE = 'path/to/your/glove.txt'

def get_coefs(word,*arr): 
      return word, np.asarray(arr, dtype='float32')

embeddings_index = dict(get_coefs(*o.strip().split()) for o in open(EMBEDDING_FILE))

all_embs = np.stack(embeddings_index.values())
emb_mean,emb_std = all_embs.mean(), all_embs.std()
word_index = tokenizer.word_index
nb_words = min(max_features, len(word_index))

embedding_matrix = np.random.normal(emb_mean, emb_std, (nb_words, embed_size))

for word, i in word_index.items():
if i >= max_features: continue
embedding_vector = embeddings_index.get(word)
if embedding_vector is not None: embedding_matrix[i] = embedding_vector