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Project: Neural-Chatbot (GitHub Link)

• Neural-Chatbot-master
  • src
    • utils
      • config_utils.py
      • batch_utils.py
      • __init__.py
      • data_utils.py
    • data
      • opus11
        • filter.py
        • pull.py
        • make_pairs.py
      • cornell
        • filter.py
        • pull.py
        • __init__.py
        • make_pairs.py
    • __init__.py
    • model
      • sequence_blocks.py
      • sampling.py
      • experiments.py
      • sample.py
      • models.py
      • train.py
  • reports
  • interface
    • server.py
    • templates
      • index.html
  • LICENSE
  • models
    • .gitkeep
  • lib
    • wikifil.pl
    • setup.py
  • data
    • .gitkeep
  • blacklist.txt
  • README.md
  • requirements.txt
  • .gitignore
  • configuration.cfg

Neural-Chatbot

A Neural Network based Chatbot

Inspired by "A Neural Conversational Model".

Documentation

1. Report 1
2. Report 2
3. Presentation

Getting Started

1. Create virtualenv virtualenv venv
2. Install Dependencies pip install -r requirements.txt
3. Setup nltk and directories python lib/setup.py

Data Preprocessing

0. Verify configurations in configuration.cfg
1. Fetch data python src/data/opus11/pull.py
2. Clean data python src/data/opus11/make_pairs.py
3. Prepare for training python src/data/opus11/filter.py

Training

Train model python src/model/train.py

Sampling & interface

Still working on this.

Model Architecture