Update pages/2 Topic Modeling.py

pages/2 Topic Modeling.py

@@ -28,8 +28,8 @@ import bitermplus as btm
 import tmplot as tmp
 import tomotopy
 import sys
-#import spacy
-#import en_core_web_sm
+import spacy
+import en_core_web_sm
 import pipeline
 from html2image import Html2Image
 from umap import UMAP
@@ -337,9 +337,9 @@ if uploaded_file is not None:
           if bert_embedding_model == 'all-MiniLM-L6-v2':
                emb_mod = 'all-MiniLM-L6-v2'
                lang = 'en'
-          #elif bert_embedding_model == 'en_core_web_sm':
-               #emb_mod = en_core_web_sm.load(exclude=['tagger', 'parser', 'ner', 'attribute_ruler', 'lemmatizer'])
-               #lang = 'en'
+          elif bert_embedding_model == 'en_core_web_sm':
+               emb_mod = en_core_web_sm.load(exclude=['tagger', 'parser', 'ner', 'attribute_ruler', 'lemmatizer'])
+               lang = 'en'
           elif bert_embedding_model == 'paraphrase-multilingual-MiniLM-L12-v2':
                emb_mod = 'paraphrase-multilingual-MiniLM-L12-v2'
                lang = 'multilingual'