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DeepQA2

Join the chat at https://gitter.im/chatbot-pilots/DeepQA

Train and serve QA Model with TensorFlow

Tested with TensorFlow#0.11.0rc2, Python#3.5.

Install Nvidia Drivers, CUDNn, Python, TensorFlow on Ubuntu 16.04

DeepQA

Inspired and inherited from DeepQA.

Install deps

pip install -r requirements.txt

Pre-process data

cd deepqa2 
cp config.sample.ini config.ini
python dataset/preprocesser.py

Sample Corpus http://www.cs.cornell.edu/~cristian/Cornell_Movie-Dialogs_Corpus.html

Train Model

Configure

cp config.sample.ini config.ini # modify keys
python train.py

Serve Model


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Question and Answering Model with TensorFlow

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  • Python 93.5%
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