byxchen
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Space2Vec

Website
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A project to classify transient images as supernovae. Tried various approaches such as feature engineering, using Random Forest, XGBoost, augmented data sets, and convolutional neural networks to improve accuracy and decrease misdetection/false positive rates.
Tags: Python, Spark, Keras, Pandas, XGBoost, Convolutional Neural Network, Jupyter Notebook

Let Me Know

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Trusted news aggregation platform that provides succint summaries and sentiment analysis of trending news. Blacklists sensationalist and politically biased sites while providing relevant social media insights and whitelisted further readings -- no more fake news!
Tags: Python, Django, Angular, Reddit, facebook, Twitter, Bing, Microsoft Cognitive Services

Critterpit

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Strategy game written with @Gabriel featuring turn-based action, items, unique characters, and cool fighting mechanics.
Tags: Java, Websockets, Raphael.js, React.js, AWS, Java Swing

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More projects...

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