intents working

.ipynb_checkpoints/bag_of_words-checkpoint.py

@@ -0,0 +1,47 @@
+import intents
+
+def create_training_data(intents):
+
+    training_features = build_bag_of_word(intents)
+    training_labels = get_labels(intents)
+
+    training_data = list(zip(training_features, training_labels))
+
+    random.shuffle(training)
+
+    training_x, training_y = zip(*training_data)
+
+    return train_x, train_y
+
+
+def bag_of_words(intents):
+    """return a bag of words for each sentence"""
+        for doc in intents.documents:
+            bag = []
+            words = get_words_from_document(doc)
+            words = stem_words(words)
+
+            # create our bag of words array
+            for w in intents.lexicon:
+                bag.append(1) if w in words else bag.append(0)
+
+            output_row[classes.index(doc[1])] = 1
+            training_data.append([bag, output_row])
+
+def get_labels(intents):
+    for doc in intents.documents:
+        label = [classes.index(doc[1])] = 1
+
+
+def get_words_from_document(doc):
+    return doc[0]
+
+def stem_words(words):
+    return [stemmer.stem(word.lower()) for word in words]
+
+def create_training_feature():
+    pass
+
+def create_training_label():
+    pass
+