Awesome Architecture Search 
<p align="center">
<img width="250" src="https://camo.githubusercontent.com/1131548cf666e1150ebd2a52f44776d539f06324/68747470733a2f2f63646e2e7261776769742e636f6d2f73696e647265736f726875732f617765736f6d652f6d61737465722f6d656469612f6c6f676f2e737667" "Awesome!">
</p>
A curated list of awesome architecture search and hyper-parameter optimization resources. Inspired by awesome-deep-vision, awesome-adversarial-machine-learning and awesome-deep-learning-papers.
Hyper-parameter optimization has always been a popular field in the Machine Learning community, architecture search just emerges as a rising star in recent years. These are some of the awesome resources!
Table of Contents
Architecture Search
Reinforcement Learning
- Neural Architecture Search with Reinforcement Learning [pdf]
- Barret Zoph and Quoc V. Le. ICLR'17
- Designing Neural Network Architectures Using Reinforcement Learning [pdf] [code]
- Bowen Baker, Otkrist Gupta, Nikhil Naik, Ramesh Raskar. ICLR'17
- Efficient Architecture Search by Network Transformation [pdf]
