mohdsanadzakirizvi/bert_embd.py

## bert_embd.py
from bert_serving.client import BertClient

# make a connection with the BERT server using it's ip address
bc = BertClient(ip="YOUR_SERVER_IP")
# get the embedding for train and val sets
X_tr_bert = bc.encode(X_tr.tolist())
X_val_bert = bc.encode(X_val.tolist())
	from bert_serving.client import BertClient

	# make a connection with the BERT server using it's ip address
	bc = BertClient(ip="YOUR_SERVER_IP")
	# get the embedding for train and val sets
	X_tr_bert = bc.encode(X_tr.tolist())
	X_val_bert = bc.encode(X_val.tolist())