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Chang Liu's Projects

best-selling-movie-topics-slda icon best-selling-movie-topics-slda

Designed a method to help entertainment firms source profitable movie ideas; implemented supervised and semi-supervised LDA on IMDb movie reviews to find best-selling movie topics and predict box office performance based on a topic

cityscience icon cityscience

Open CityScience Repositories for Collaborative Work at law.MIT.edu

cs205-parallel-computing-project icon cs205-parallel-computing-project

Implemented Asynchronous Distributed SGD on training neural nets; compared alternative optimization algorithms Particle Swarm Optimization and Hessian-free Optimization

machine-learning-projects icon machine-learning-projects

Machine Learning projects describe methods including SVM and Neural Network, and test various implementations to solve real-world problems (e.g., image recognition, stock index prediction).

pogo icon pogo

MIT Hackathon application correlating social media discussion with consumer behavior

yelp icon yelp

Repository of code that analysis data from the Yelp Academic Dataset Challenge

yelp-dataset-challenge icon yelp-dataset-challenge

Maximizing user influence in social networks. This project seeks to find the subset of users that gives out the maximal influence in a social network.

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