markdtw / awesome-architecture-search
A curated list of awesome architecture search resources
☆1,186Updated 4 years ago
Alternatives and similar repositories for awesome-architecture-search:
Users that are interested in awesome-architecture-search are comparing it to the libraries listed below
- Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)☆2,271Updated 2 years ago
- TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"☆1,579Updated 5 years ago
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,433Updated 6 months ago
- PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"☆2,711Updated last year
- A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…☆852Updated 3 years ago
- Automated deep learning algorithms implemented in PyTorch.☆1,575Updated 2 years ago
- NASBench: A Neural Architecture Search Dataset and Benchmark☆692Updated last year
- NAS-Bench-201 API and Instruction☆627Updated 4 years ago
- Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).☆434Updated 3 years ago
- Differentiable architecture search for convolutional and recurrent networks☆3,943Updated 4 years ago
- Neural Architecture Optimization☆285Updated 4 years ago
- ☆668Updated 3 years ago
- An experimental technique for efficiently exploring neural architectures.☆490Updated 7 years ago
- A curated list of awesome resources related to capsule networks☆977Updated 5 years ago
- ☆253Updated 3 years ago
- Papers for deep neural network compression and acceleration☆396Updated 3 years ago
- Efficient Learning of Augmentation Policy Schedules☆505Updated 5 years ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆939Updated 3 months ago
- PyTorch Implementation of DARTS: Differentiable Architecture Search☆444Updated 2 years ago
- Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"☆685Updated 5 years ago
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆362Updated 5 years ago
- A curated list of Meta-Learning resources/papers.☆555Updated 4 years ago
- CondenseNet: Light weighted CNN for mobile devices☆693Updated 5 years ago
- Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.☆387Updated 5 years ago
- Memory consumption and FLOP count estimates for convnets☆918Updated 6 years ago
- Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.☆459Updated 5 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆395Updated 4 years ago
- Fast & Simple Resource-Constrained Learning of Deep Network Structure☆1,028Updated last month
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆436Updated 4 years ago
- Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10…☆865Updated 4 years ago