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In Your Own Words

Uses Wikipedia's Machine Learning Book as a resource to quiz and score user's input. Try the out the web app at http://iyow.xyz.

Try the out by cloning the repo and running python app.py

See dev branch to contribute

home page

random forest

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Project Brief

Scope/Premise

Uses Wikipedia's Machine Learning Book as a resource to quiz and score user's input.

Scoring

As an example:

  1. Application asks user to define what is precision?
  2. User enters their explanation in a text box.
  3. Application scores their response using cosine similarity euclidean distance.

Stack

"Scraping"

  • requests
  • Beautiful Soup

NLP

  • spaCy

Deployment

  • Flask
  • AWS

Resources

Implementation

To run this website on your computer:

Install spaCy

pip install spacy

Install the spacy library en_core_web_lg

python -m spacy download en_core_web_lg

Optionally, turn on debug mode for Flask

export FLASK_DEBUG=1

Run the flask app

python src/app.py

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Uses Wikipedia's Machine Learning Book as a resource to quiz and score user's input.

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