[remove]

   local main function

docs/evaluation.md

@@ -152,6 +152,7 @@ is in a bathroom with a toilet and a sink .
 a motorcycle . 
 is is flying very of a bathroom with a bathroom . 
 ```
+
 MLE:
 ```text
 there are tiled hanging across a large the toilet . 

models/gsgan/Gsgan.py

@@ -358,8 +358,3 @@ def get_real_test_file(dict=iw_dict):
             for _ in range(15):
                 self.train_discriminator()
 
-if __name__ == '__main__':
-    gan = Gsgan()
-    # gan.train_oracle()
-    gan.train_cfg()
-    # gan.train_real('/home/ymzhu/Desktop/GAN/apex-text-gen/data/shi.txt')

models/leakgan/Leakgan.py

@@ -494,7 +494,3 @@ def get_real_test_file(dict=iw_dict):
                 print('epoch:' + str(epoch) + '--' + str(epoch_))
                 self.train_discriminator()
 
-if __name__ == '__main__':
-    gan = Leakgan()
-    gan.train_oracle()
-    # gan.train_cfg()

models/maligan_basic/Maligan.py

@@ -353,8 +353,3 @@ def get_real_test_file(dict=iw_dict):
             for _ in range(15):
                 self.train_discriminator()
 
-if __name__ == '__main__':
-    maligan = Maligan()
-    # maligan.train_oracle()
-    # maligan.train_cfg()
-    maligan.train_real('/home/ymzhu/Desktop/GAN/apex-text-gen/data/toy.txt')

models/mle/Mle.py

@@ -169,6 +169,4 @@ def get_real_test_file(dict=iw_dict):
         generate_samples(self.sess, self.generator, self.batch_size, self.generate_num, self.generator_file)
 
 
-if __name__ == '__main__':
-    pgbleu = Mle()
-    pgbleu.train_oracle()
+

models/pg_bleu/Pgbleu.py

@@ -133,6 +133,4 @@ def train_oracle(self):
                 self.evaluate()
 
 
-if __name__ == '__main__':
-    pgbleu = Pgbleu()
-    pgbleu.train_oracle()
+

models/rankgan/Rankgan.py

@@ -359,8 +359,3 @@ def get_real_test_file(dict=iw_dict):
             for _ in range(15):
                 self.train_discriminator()
 
-if __name__ == '__main__':
-    rankgan = Rankgan()
-    # rankgan.train_oracle()
-    # rankgan.train_cfg()
-    rankgan.train_real('/home/ymzhu/Desktop/GAN/apex-text-gen/data/shi.txt')

models/seqgan/Seqgan.py

@@ -362,8 +362,3 @@ def get_real_test_file(dict=iw_dict):
                 self.train_discriminator()
 
 
-if __name__ == '__main__':
-    seqgan = Seqgan()
-    seqgan.train_oracle()
-    seqgan.train_cfg()
-    # seqgan.train_real('/home/ymzhu/Desktop/GAN/apex-text-gen/data/toy.txt')

models/textGan_MMD/Textgan.py

@@ -392,9 +392,3 @@ def toint_list(x):
             for _ in range(15):
                 self.train_discriminator()
 
-
-if __name__ == '__main__':
-    textgan = TextganMmd()
-    textgan.train_oracle()
-    textgan.train_cfg()
-    textgan.train_real('/home/ymzhu/Desktop/GAN/apex-text-gen/data/shi.txt')