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OpenDesk

Objective

To predict the availability of various types of study spaces at the University of Pennsylvania.

Usage

The user will input a desired date, time and type of space for study and the Python script will predict the availability of the space according to the input criteria using a Decision Tree Regressor. The user can provide feedback regarding the prediction's accuracy to help the system tune itself and become more accurate over time.

Tools

JavaScript Node.js Jade JQuery Python ZeroRPC Oracle DB SK-Learn NumPy Pandas

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Website to predict availability of study spaces at the University of Pennsylvania

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