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8 public repositories
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Lab Materials for MIT 6.S191: Introduction to Deep Learning
Updated
Jul 14, 2021
Jupyter Notebook
A reading list and fortnightly discussion group designed to provoke discussion about ethical applications of, and processes for, data science.
Updated
Jul 21, 2021
Python
Updated
Nov 22, 2018
Python
Code release for "Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts" (Jabbour, Fouhey, Kazerooni, Sjoding, Wiens), MLHC 2020.
https://arxiv.org/abs/2009.10132
Updated
Feb 5, 2021
Python
Workshop with readings and exercises on the politics of tech.
Social and Ethical Issues in Information Technology - material and project
Demonstrates the use of bias mitigation algorithms from IBM's AIF360 toolkit.
Updated
May 21, 2021
Jupyter Notebook
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In order to improve code reproducibility, it would be great to have a fixed random seed for all the experiments. Experimentations may also be done using different seeds, however, they need to be updated in the README accordingly.