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1. REAL-ML REAL-ML Public

   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 limi…

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2. DatosProfundos DatosProfundos Public

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

   Jupyter Notebook 2

3. fairness-ml-tutorial fairness-ml-tutorial Public

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

   Jupyter Notebook 4 1

4. FairnessFeedback FairnessFeedback Public

   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.

   Python 3

5. intro.python.ethics intro.python.ethics Public

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

   Jupyter Notebook 1

6. personal-sentiment-analysis personal-sentiment-analysis Public

   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 discove…

   Jupyter Notebook 6 1