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Yize Chen's Projects

bayesgan icon bayesgan

Tensorflow code for the Bayesian GAN (https://arxiv.org/abs/1705.09558) (NIPS 2017)

cleverhans icon cleverhans

A library for benchmarking vulnerability to adversarial examples

convergent_learning icon convergent_learning

Code for paper "Convergent Learning: Do different neural networks learn the same representations?"

cyclegan-tensorflow icon cyclegan-tensorflow

Tensorflow implementation for learning an image-to-image translation without input-output pairs. https://arxiv.org/pdf/1703.10593.pdf

energyplus icon energyplus

EnergyPlus™ is a whole building energy simulation program that engineers, architects, and researchers use to model both energy consumption and water use in buildings.

iht icon iht

Iterative Hard Thresolding

iotgo icon iotgo

Open source IoT cloud service

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

maml icon maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

meta-blocks icon meta-blocks

A modular toolbox for meta-learning research with a focus on speed and reproducibility.

molecule_generator icon molecule_generator

Code for "Multi-Objective De Novo Drug Design with Conditional Graph Generative Model" (https://arxiv.org/abs/1801.07299)

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