Boltzmann Machines

Boltzmann Machine is an unsupervised deep learning model. It has no direction, and it's not a deterministic model. In deterministic models, the output of the model is fully determined by the parameter values and the initial conditions initial conditions. Boltzmann Machine is a stochastic model which possesses some inherent randomness. The same set of parameter values and initial conditions will lead to an ensemble of different outputs. A movie dataset has been used which has more than 24,000,000 ratings and 670,000 tags applied to 40,000 movies by 260,000 users.

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Space Invaders Game

This game is mainly designed by using object-oriented programming and pygame package. I created a lot of classes to define what the player spaceship and enemies spaceships should move in the game. What should the game react when the player controls his spaceship.

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Web Development WordPress

OmniFun is a kid’s playground located in Maryland, Gaithersburg. Because other managers don’t know HTML, I chose to use WordPress to build this website. This website is designed to show parents the pictures, pricing, and policies. I also implemented Google Analytics which can track online viewers' information.

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