From 02cc6abdbcb194a38686e0c8cf5c21f3c606a41a Mon Sep 17 00:00:00 2001
From: bebeshannu <114089623+bebeshannu@users.noreply.github.com>
Date: Sun, 2 Apr 2023 16:59:52 +0530
Subject: [PATCH] Removed deprecated arguments in main.py

line 109: Decay argument has been deprecated for all optimizers since Keras 2.3. For lr decay, changed to learning_rate instead.
---
 neuralintents/main.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/neuralintents/main.py b/neuralintents/main.py
index 9d24bc2..022388f 100644
--- a/neuralintents/main.py
+++ b/neuralintents/main.py
@@ -106,7 +106,7 @@ def train_model(self):
         self.model.add(Dropout(0.5))
         self.model.add(Dense(len(train_y[0]), activation='softmax'))
 
-        sgd = SGD(lr=0.01, decay=1e-6, momentum=0.9, nesterov=True)
+        sgd = SGD(learning_rate=0.01, nesterov=True)
         self.model.compile(loss='categorical_crossentropy', optimizer=sgd, metrics=['accuracy'])
 
         self.hist = self.model.fit(np.array(train_x), np.array(train_y), epochs=200, batch_size=5, verbose=1)
@@ -184,4 +184,4 @@ def request(self, message):
         if ints[0]['intent'] in self.intent_methods.keys():
             self.intent_methods[ints[0]['intent']]()
         else:
-            return self._get_response(ints, self.intents)
\ No newline at end of file
+            return self._get_response(ints, self.intents)