color_turing_test

Enjoy colorful word representation!!

Dependencies

• Theano 8.0
• A recent version of NumPy and SciPy
• Beautiful Soup, Requests (for Web demo)

If you use virtualenv

    cd ~/
    virtualenv color-test
    source ~/color-test/bin/activate
    cd /path/to/color_turing_test
    pip install -r requirements.txt

Getting Started

Provide text file which contains list of words (-f). To visualize color, use html output with -ht = 1.

    python run.py -f example_data/example.txt -ht 1 > example.html

Character Base Model

If you want to see what's going on in character base model, try to look colors character by character.

    python run.py -f example_data/example.txt -ht 1 -c 1 > example.html

Colorful document

The code download an article and replace Title and paragraphs with colorful string. Since the crawler is not carefully written, it will fail for some websites.

If you want to have some examples, please check example_result folder.

    python web.py -f http://greatist.com/health/super-berry-quinoa-salad > example_result/recipe.html 

OOV

The code produce color even your input have characters which are not in training data. It replace unknown character with '-' and predict color for it.

Update

The model will be updated later.