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1. twitter-bias-challengetwitter-bias-challengePublic

   This is a repo for analyzing Twitter's Image Crop Analysis paper (Yee, Tantipongpipat, and Mishra, 2021) for the 2021 Twitter Algorithmic Bias Challenge.

   Jupyter Notebook 1

2. COVID-19-ScannerCOVID-19-ScannerPublic

   This model is meant to help triage patients (prioritize certain patients for testing, quarantine, and medical attention) that require diagnosis for COVID-19. This model is not meant to diagnose COV…

   CSS 53 29

3. mPerturbmPerturbPublic

   Implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation (Fong, et. al., 2018)

   Jupyter Notebook 6 1

4. Shapley_ValuationShapley_ValuationPublic

   PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuation of Data" by Amirata Ghorbani and James Zou [ICML 2019]

   Python 28 6

5. PneumothoraxPneumothoraxPublic

   Image classifier to detect Pneumothorax (collapsed lung) on x-ray scans. It is trained on a Resnet 50 CNN model.

   Jupyter Notebook 4 1

6. spongebobNLPspongebobNLPPublic

   GPT-2 Transformer model (with 117 million parameters) running fine-tuned for Spongebob -sounding script generation. Server-side is hosted via Google Cloud Run. Credits to minimax for making this fu…

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