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1. twitter-bias-challenge twitter-bias-challenge Public

   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-Scanner COVID-19-Scanner Public

   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 52 31

3. mPerturb mPerturb Public

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

   Jupyter Notebook 6 1

4. Shapley_Valuation Shapley_Valuation Public

   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 17 4

5. Pneumothorax Pneumothorax Public

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

   Jupyter Notebook 3 1

6. spongebobNLP spongebobNLP Public

   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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