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Zheng Liu's Projects

disentangling-vae icon disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

icebeem icon icebeem

Code for ICE-BeeM paper - NeurIPS 2020

info490-fa15 icon info490-fa15

INFO 490: Foundations of Data Science, offered in the Fall 2015 Semester at the University of Illinois

info490-sp16 icon info490-sp16

INFO 490: Advanced Data Science, offered in the Spring 2016 Semester at the University of Illinois

reading-notes icon reading-notes

Summaries of book sections, for reading and writing practice.

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rlradiation icon rlradiation

Reinforcement learning code for radiation source searching

vae-cvae-mnist icon vae-cvae-mnist

Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch

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