League-of-Legend-with-Deep-Learning

Project for UCI CS274P Course

Project description:

• Built and trained a Dense Neural Network to predict win rate of a LOL game, and a Bidirectional LSTM to automatically generate LOL Wiki text by using Python and Tensorflow

• Deployed the models using Tensorflow.js and python-shell on a website that’s implemented with Node.js, HTML , CSS , jQuery and AJAX , and that’s published on Azure/Heroku

Deployment configuration (Azure):

1. apt autoremove python

2. apt install python3

3. curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py

4. python3 get-pip.py

5. pip install tensorflow

6. pip install image