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Update ner.py #21

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fbfa685
Update ner.py
abneetwats24 Apr 21, 2020
d0b7cea
Merge pull request #1 from abneetwats24/abneetwats24-patch-1-ner-nump…
abneetwats24 Apr 21, 2020
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4 changes: 3 additions & 1 deletion ner.py
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Original file line number Diff line number Diff line change
Expand Up @@ -20,9 +20,11 @@ def load_models(self, loc=None):
loc = os.path.join(os.path.expanduser('~'), '.ner_model')
self.model = load_model(os.path.join(loc,"model.h5"))
# loading word2Idx
np.load.__defaults__=(None, True, True, 'ASCII')
self.word2Idx = np.load(os.path.join(loc,"word2Idx.npy")).item()
# loading idx2Label
self.idx2Label = np.load(os.path.join(loc,"idx2Label.npy")).item()
np.load.__defaults__=(None, False, True, 'ASCII')

def getCasing(self,word, caseLookup):
casing = 'other'
Expand Down Expand Up @@ -93,4 +95,4 @@ def predict(self,Sentence):
pred = self.model.predict([tokens, casing,char], verbose=False)[0]
pred = pred.argmax(axis=-1)
pred = [self.idx2Label[x].strip() for x in pred]
return list(zip(words,pred))
return list(zip(words,pred))