fixed label_names.txt

app.py

@@ -17,8 +17,7 @@ encoder.fit(labels)
 
 nlp = spacy.load("en_core_web_sm")
 
-model = tf.keras.models.load_model('models/gru_model.keras')
-
+model= tf.keras.models.load_model('models/best_gru_model.keras')
 def make_predictions(text):
     """
     Make predictions on the given text using the trained model.

examples.txt

@@ -1,6 +1,7 @@
 im feeling rather rotten so im not very ambitious right now
 im updating my blog because i feel shitty
 i cant walk into a shop anywhere where i do not feel uncomfortable
+i don t feel particularly agitated
 i felt anger when at the end of a telephone call
 i am feeling outraged it shows everywhere
 i just feel extremely comfortable with the group of people that i dont even need to hide myself

label_names.txt

@@ -1,4 +1,4 @@
-joy 
-sadness
+anger
 fear
-anger
+joy
+sadness

models/best_gru_model.keras

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab7c8dbb7d591693ee36fdab241d7a2fad475422e40f25ce9f4a62c151da5095
+size 8762430

models/best_lstm_model.keras

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9dc3e90063b1d00191003c21beb287a47694a519ecf8e5709b42a95342c642fc
+size 9047373

models/gru_model.keras

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5e1e9d49645ff672edec9f35fd19857b9143b0e9295d759886bbb50f7cfdba0d
-size 9241147
+oid sha256:8ff1f5320ca689fb6d21d39c124d7a5afd8028ed68e96b9af9d25620aabb915a
+size 8933162

models/gru_model_softmax.keras

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2188d7a0473483774e4aae09bc7db8d1848724d9a151c5d685a4baf0a74dbded
+size 9241157