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Steve Yang's Projects

causalml icon causalml

Uplift modeling and causal inference with machine learning algorithms

concept-notebooks icon concept-notebooks

Repository to intuitively walk myself through Data Science, ML, and Stats concepts

data-science-cheatsheet icon data-science-cheatsheet

A helpful 5-page data science cheatsheet to assist with exam reviews, interview prep, and anything in-between.

discuss icon discuss

100% serverless forum software (Technologies used: Serverless, DynamoDB, ES2015, React, Redux, Node.js, GraphQL)

fastai icon fastai

The fast.ai deep learning library, lessons, and tutorials

ludwig icon ludwig

Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.

nfl-statistics-scrape icon nfl-statistics-scrape

This code gathers basic statistics, career statistics and game logs provided by the NFL on their website for all players past and present.

refire-forum icon refire-forum

Serverless discussion forum built with React, Redux and Firebase

sms-tools icon sms-tools

Sound analysis/synthesis tools for music applications

vid2vid icon vid2vid

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

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