DLyzhou's repositories

deep-learning-models

Keras code and weights files for popular deep learning models.

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tf-slim-Class-Activation-Map

use tensorflow slim to realize Class Activation Map in Googlenet

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sepsisrl

Reinforcement Learning for optimal sepsis treatment policies

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class-activation-mapping

tensorflow implementation of cnn localization project by CSAIL@MIT (CVPR'16)

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GAN

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

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ICURL

Code for reinforcement learning in ICU

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keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

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V-GAN

Repository for V-GAN

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GAN_Theories

Resources and Implementations of Generative Adversarial Nets which are focusing on how to stabilize training process and generate high quality images: DCGAN, WGAN, EBGAN, BEGAN, etc.

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vess2ret

A Keras implementation of pix2pix code adapted to generate retinal images from vessel networks.

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LossAccPlotter

Plot loss and accuracy of neural networks over time

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Grasp-and-lift-EEG-challenge

Code and documentation for the winning sollution to the Grasp-and-Lift EEG Detection challenge

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