markdtw / awesome-architecture-searchLinks
A curated list of awesome architecture search resources
☆1,189Updated 5 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
Sorting:
- A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…☆855Updated 4 years ago
- Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)☆2,330Updated 3 years ago
- TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"☆1,580Updated 6 years ago
- PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"☆2,730Updated 2 years ago
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,451Updated last year
- Automated deep learning algorithms implemented in PyTorch.☆1,582Updated 3 years ago
- NASBench: A Neural Architecture Search Dataset and Benchmark☆708Updated 2 years ago
- Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).☆444Updated 4 years ago
- NAS-Bench-201 API and Instruction☆641Updated 2 months ago
- Papers for deep neural network compression and acceleration☆403Updated 4 years ago
- ☆670Updated 4 years ago
- Differentiable architecture search for convolutional and recurrent networks☆3,989Updated 5 years ago
- A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.☆724Updated 5 years ago
- PyTorch Implementation of DARTS: Differentiable Architecture Search☆450Updated 3 years ago
- Neural Architecture Optimization☆284Updated 5 years ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆955Updated 9 months ago
- Efficient Learning of Augmentation Policy Schedules☆508Updated 6 years ago
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆364Updated 5 years ago
- Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"☆686Updated 6 years ago
- A curated list of awesome resources related to capsule networks☆973Updated 5 years ago
- Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10…☆870Updated 5 years ago
- AutoML tools chain☆852Updated 2 years ago
- A curated list of MXNet examples, tutorials and blogs.☆833Updated 3 years ago
- ☆255Updated 4 years ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,517Updated 5 years ago
- Fast & Simple Resource-Constrained Learning of Deep Network Structure☆1,033Updated 3 weeks ago
- FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search☆304Updated last year
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆396Updated 5 years ago
- ☆537Updated 4 years ago
- a list of awesome papers on deep model ompression and acceleration☆349Updated 4 years ago