Will be working on this on after march 2019 . Currently busy in college semester!
Tony Stark 3000 - The Chat Bot Its a very basic level conversational AI.
Its a social networking chat-bot trained on Reddit dataset . It supports open bounded queries developed on the concept of Neural Machine Translation. Beware of its being sarcastic like its creator 😝 BDW it uses Pytorch framework and Python3
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Put Downloaded data in Data_Preprocessing directory .
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Unzip the .bz2 file bzip2 -dk filename.bz2
- *Install Bzip2 on Ubuntu - sudo apt-get update - sudo apt-get install bzip2 - Useful Links : - Installing Bzip2 - Unzipping Error
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Run createDB.py
python3 createDB.py
This will create Database from Raw JSON text file which you unzipped earlier.
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Run createCORPUS.py
python3 createCORPUS.py
This will create corpus .For example I created 2011-08small.txt
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Move this created corpus to Data directory .
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Start training model using this command :
python3 main.py -tr data/2013-09small.txt -l -lr 0.0001 -it 50000 -b 64 -p 500 -s 1000
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To resume training from last where yiu left :
python3 main.py -tr data/2013-09small.txt -l save/model/2013-09small/1-1_512/3000_backup_bidir_model.tar -lr 0.0001 -it 50000 -b 64 -p 500 -s 1000
- To test the model in interactive mode :
python3 main.py -te save/model/2013-09small/1-1_512/3000_backup_bidir_model.tar -c data/2013-09small.txt -i
- Pytorch-Tutorial-NMT
- Pytorch-Tutorial-Chatbot
- Python Tensorflow Chatbot
- Sentdex Git-REPO
- Reddit Data
- Great Coursera-SeqtoSeq Tutorial
MIT License
Copyright (c) 2019 Aryan Chaudhary