notes from machine learning, reinforcement learning and other papers
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GAN Add information-seeking summary, some notes on GANs Jan 19, 2017
GNNs Create Mar 2, 2018
RL Add TLDR for information seeking Jan 19, 2017
RNN Add PixelRNN paper Feb 14, 2017
compbio Add review of Deep-Cancer Jan 12, 2017
linguistics Update Feb 12, 2018
LICENSE Initial commit Dec 28, 2016 Add PixelRNN paper Feb 14, 2017


Notes from deep learning papers and courses. Inspired by dennybritz/deeplearning-papernotes.

To Read:

Computer Vision

Generative Adverserial Networks

Reinforcement Learning

Computational Biology

  • DeepCancer: Detecting Cancer through Gene Expressions via Deep Generative Learning
  • Creating a universal SNP and small indel variant caller with deep neural networks
  • Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records.
  • Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs