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Dylan Yung's Projects

auto-drac icon auto-drac

Automatic Data-Regularized Actor-Critic (Auto-DrAC)

chemical_vae icon chemical_vae

Code for 10.1021/acscentsci.7b00572, now running on Keras 2.0 and Tensorflow

cs7000 icon cs7000

A minimal codebase for PPO training on MuJoCo environments with some customization supports.

curl icon curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

curl2_v1 icon curl2_v1

RAD: Reinforcement Learning with Augmented Data

gumbel_softmax_vae icon gumbel_softmax_vae

PyTorch implementation of a Variational Autoencoder with Gumbel-Softmax Distribution

molecular-vae icon molecular-vae

Pytorch implementation of the paper "Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules" retrofitted for anomaly detection in human names

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