Create pattern_news.py

Author: abhijithneilabraham

examples/09-malayalam/malayalam news classification/pattern_news.py

@@ -0,0 +1,25 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+"""
+Created on Tue Apr  2 02:17:22 2019
+
+@author: abhijithneilabraham
+"""
+
+
+from pattern.web import Bing, SEARCH, plaintext,Google
+from ulmfit import ULMFiT
+engine = Google(license=key)
+searched=[]
+
+for result in engine.search('സഞ്ജു സാംസൺ', type=SEARCH, start=1):
+    print(repr(plaintext(result.text)))
+    searched.append(repr(plaintext(result.text)))
+print(len(searched))    
+
+model = ULMFiT("news/")
+for i in searched:
+    x=model.predict(i)
+    
+    print(x['intent'])
+