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chatbot-startkit's Issues

Cannot load movie_lines.txt - 'utf-8' codec can't decode byte 0xad in position 3767: invalid start byte

Dear Luka

Thanks for this repository. I am currently learning from it and I found the following error from the very beginning of loading the dataset:

sentences = {}
with open('cornell movie-dialogs corpus/movie_lines.txt', 'r') as f:
    for line in f.readlines():
        sentences[line.split(' +++$+++ ')[0]] = line.split(' +++$+++ ')[-1].replace('\n', "")

And the error is this:

---------------------------------------------------------------------------
UnicodeDecodeError                        Traceback (most recent call last)
<ipython-input-35-66409f9e14a9> in <module>()
      1 sentences = {}
      2 with open('cornell movie-dialogs corpus/movie_lines.txt', 'r') as f:
----> 3     for line in f.readlines():
      4         sentences[line.split(' +++$+++ ')[0]] = line.split(' +++$+++ ')[-1].replace('\n', "")

//anaconda/envs/tensorflow/lib/python3.5/codecs.py in decode(self, input, final)
    319         # decode input (taking the buffer into account)
    320         data = self.buffer + input
--> 321         (result, consumed) = self._buffer_decode(data, self.errors, final)
    322         # keep undecoded input until the next call
    323         self.buffer = data[consumed:]

UnicodeDecodeError: 'utf-8' codec can't decode byte 0xad in position 3767: invalid start byte

Even if I download directly these text files from your repo: movie_answers_2.txt and movie_questions_2.txt, it shows same error:

---------------------------------------------------------------------------
UnicodeDecodeError                        Traceback (most recent call last)
<ipython-input-38-ae6b005fad2b> in <module>()
      4 with open('movie_questions_2.txt', 'r', encoding='utf-8') as f:
      5 
----> 6     lines = f.readlines()
      7 
      8     for text in lines:

//anaconda/envs/tensorflow/lib/python3.5/codecs.py in decode(self, input, final)
    319         # decode input (taking the buffer into account)
    320         data = self.buffer + input
--> 321         (result, consumed) = self._buffer_decode(data, self.errors, final)
    322         # keep undecoded input until the next call
    323         self.buffer = data[consumed:]

UnicodeDecodeError: 'utf-8' codec can't decode byte 0xad in position 1085: invalid start byte

Can you please tell me what happened and how to fix this?

Thank you very much.

TypeError: 'NoneType' object is not iterable

Hi, I am getting the above error when executing the following line in chatbot.ipynb:
model = Chatbot(config.LEARNING_RATE,
config.BATCH_SIZE,
config.ENCODING_EMBED_SIZE,
config.DECODING_EMBED_SIZE,
config.RNN_SIZE,
config.NUM_LAYERS,
len(vocab),
word_to_id,
config.CLIP_RATE)

Please can you advise?

can't sample chat.

image
I apply above code generate sample. but it can't work. can you commit sample code. thanks very much.

How to test the Saved model.

I have completed the training part and saved the model (checkpoints). It would be nice if you can update the code for testing the model.
Thanks

Indentation Error !

Hey love your repository but there is a error in the model_utils.py file. In line 48 there is an indentation errror. Please fix this error as fast as possible.
Screenshot (47)

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