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Gary Cheng's Projects

chrome_push_up icon chrome_push_up

A google chrome extension that tells you to go do push ups at a set interval

collab icon collab

The code for the paper "Collaboratively Learning Linear Models with Structured Missing Data"

fairtradeupdate icon fairtradeupdate

This application is designed for Fair Trade USA. They needed a application that allowed for producers in third world countries to provide feedback about how they spent the extra revenue they earned called "premium". Under their current system, producers were not incentivized to respond to their yearly surveys and only have access to legacy technology. This application integrates the ubiquitous email to data collection. It auto-sends emails with specified questions for a certain time interval; then, it parses received emails to obtain responses and places them in a database. This data can then be further analyzed.

federated icon federated

A collection of Google research projects related to Federated Learning and Federated Analytics.

flaxmodels icon flaxmodels

Pretrained deep learning models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.

fwsr icon fwsr

This is the code corresponding to the FWSR method described in the paper "Greedy Frank-Wolfe Algorithm for Exemplar Selection".

kmedoids icon kmedoids

The Python implementation of k-medoids.

notes icon notes

Notes that I made for whatever reason

pafnutys-taxi icon pafnutys-taxi

Using properties of markov chains to analyze taxi movements in NYC

stock-prediction icon stock-prediction

Using google trends and Tensorflow to predict whether the s&p500 index goes up or down

terrorism_prediction icon terrorism_prediction

Predicted the number of terrorist attacks in the next year. Check the link to read a project report

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