Samad Farooqui and Ashwin Krishna will work on the front end, while Saswat Bhattacharya and Toshi Piazza will work on the machine learning back end.
The purpose of this web application is for a user to easily apply and develop machine learning algorithms and observe its behavior.
Algorithms: Linear Perceptron with Pocket, Neural Networking, Linear Regression
USER INPUT: .csv numerical data Allow a few seconds for the machine to learn from the input.
Results: Picture, Model, Error
Dependencies:
sudo add-apt-repository ppa:fkrull/deadsnakes
sudo apt-get update
sudo apt-get install python2.7 python-minimal python-pip
sudo pip install --upgrade pip
sudo pip install flask flask_socketio matplotlib eventlet
Serve the static data within the client folder using a web server, then run the python server within the server folder.