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Thomas Hopkins's Projects

chars74k icon chars74k

Testing some computer vision techniques with the Chars74k dataset

coco icon coco

Testing some image segmentation stuff

dpsgd-optimizer icon dpsgd-optimizer

Amortized version of the differentially private SGD algorithm published in "Deep Learning with Differential Privacy" by Abadi et al. Enforces privacy by clipping and sanitising the gradients with Gaussian noise during training.

env2048 icon env2048

OpenAI Gym environment for the game 2048!

hubmap icon hubmap

Hacking the Human Vasculature (Kaggle Competition)

leap icon leap

A general purpose Library for Evolutionary Algorithms in Python.

minedojo icon minedojo

Building Open-Ended Embodied Agents with Internet-Scale Knowledge

redbluegame icon redbluegame

Game for CSCI-4150 at RPI to experiment with artificial intelligence

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