tensorflow_chatbot | Tensorflow chatbot demo by @ Sirajology on Youtube | Chat library
kandi X-RAY | tensorflow_chatbot Summary
kandi X-RAY | tensorflow_chatbot Summary
Use [pip] to install any missing dependencies.
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Top functions reviewed by kandi - BETA
- Train the model
- Get a batch of decoder inputs
- Perform a single step
- Reads data from source files
- Create a vocabulary
- Prepare custom data
- Create a model
- Convert a text file to a list of tokens
- Convert a sentence into a list of token ids
- Tokenize a sentence
- Decodes sentences
- Show the index
- Return a reply message
- Decode a single sentence
- Self - test
- Read config file
tensorflow_chatbot Key Features
tensorflow_chatbot Examples and Code Snippets
Community Discussions
Trending Discussions on tensorflow_chatbot
QUESTION
I tried creating a model using tensorflow. When I tried executing it shows me
the other files are in this link------- github.com/llSourcell/tensorflow_chatbot
...ANSWER
Answered 2019-Jun-16 at 21:11Okay, it seems like you have copied code but you did not structure it. If create_model()
is defined in another file then you have to import it. Have you done that? (i.e. from file_with_methods import create_model
). You should consider editing your post and adding more of your code, if you want us to help.
Alternative: You could also clone the github repository(that you shared in your comment) and just change whatever you want to change in the execution.py
file. This way you can keep the "hierarchy" that the owner uses and you could add your own code where needed.
QUESTION
I had built chatbot following this github: https://github.com/llSourcell/tensorflow_chatbot
Also I get data on: https://github.com/suriyadeepan/easy_seq2seq/tree/master/data
I use tensorflow 0.12 with python 3.5. Can someone help me fix this problem: >> Mode : test
...ANSWER
Answered 2019-Feb-01 at 07:21Please try to read the data using encoding='unicode_escape'. For example
df= pd.read_csv('file_name.csv',encoding ='unicode_escape')
It worked for me.
QUESTION
I was runnig this code (https://github.com/monkut/tensorflow_chatbot main code in execute.py) on my Windows7 with python 3.5 and tensorflow r0.12 cpu and an error occured after just 300 steps. Then I tried to change the vocabulary size to 30000 and set a checkpiont every 100 steps. With 1 layer of 128 units the error occured after 3900 steps and with 3 layers of 256 units it occured after 5400 steps. What kind of error is that? Is there a way to solve it?
Error:
...ANSWER
Answered 2018-Mar-26 at 13:42The notation [)
means Inclusive Exclusive in interval notation.
[
means including that number. (
means excluding that number.
the same goes for right parentheses and brackets ie ]
& )
. For example [0,20000)
means from Zero inclusive to 20000 not inclusive. Brackets mean "Yes include this" parenthesis mean "no, don't go all the way up to this number"
QUESTION
I am trying to follow the tensorflow tutorial from https://www.tensorflow.org/tutorials/seq2seq.
The data seems to load fine but when I initialize the model I get the following error:
...ANSWER
Answered 2017-Jun-26 at 19:36as I have already commented here the model are you trying to implement is deprecated. If you want to make it working check the code I've pasted in the issue.
Starting from tensorflow 1.1 and 1.2 you have the functions for dynamic decode like tf.nn.bidirectional_dynamic_rnn
. It allows you to take into account dynamic sized sequences for free.
I'm creating some examples and I'll post you a working example with the new api.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install tensorflow_chatbot
You can use tensorflow_chatbot like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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