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ailight

Repository for 'Palette'. This project utilizes the Phillips Hue Light SDK, kmeans clustering algorithms, PyTorch's neural net modules, and the Flask framework for Swift to Python integration.

datosprofundos

An open source repository for English and Spanish speakers who are interested in learning how to use data science to create a social impact.

fairness-ml-tutorial

Open Source tutorial for introductory data scientists to implement fairness models to correct for training data redundantly encoded with bias.

fairnessfeedback

The repo that holds the code for the ongoing study assessing whether fairness metrics can help minimize unwanted feedback loops in certain multistakeholder recommender systems.

guber

A simplified version of Uber

intro.python.ethics

A full curriculum to teach introductory coding in python through the use of modern ethics, HCI, & STS case studies.

jesmith14.github.io

machinelearningplayground

Testing out some basics to practice my machine learning skills!

mappingslc

A mapping SLC project.

personal-sentiment-analysis

Data Science project that implements sentiment analysis on your personal facebook account. By cross-examining the public timeline posts vs. the private messages, I created visualizations to discover if my private sentiment is different than my public sentiment. Then, I used a machine learning algorithm to predict what my future sentiment might be.

propublicacritique

Replicating the famous ProPublic Machine Bias study with an emphasis on gender bias rather than racial bias

real-ml

The Recognizing, Exploring, and Articulating Limitations in Machine Learning research tool (REAL ML) is a set of guided activities to help ML researchers recognize, explore, and articulate the limitations that arise in their research.

recsys-signal-study

A mixed methods study to see the impact that choosing different surrogate problems and different positive signals in data for recommender systems has on various optimization metrics for users

reduxsimplestarter

Starter pack for an awesome Udemy course

simplefacebookapp

A simplified version of Facebook to understand React-Redux and MVC better

socialmediadatamining

Code & Stuffs from my Social Media Data Mining Grad Course

sunlightcongresstracking

tempo

CPE 308 - Tempo

twittertrends

A tutorial to reverse engineer Twitter's trending algorithm. In this repo you will also find a report that highlights some ethical concerns with social media engagement manipulation.