#neural-architecture-search

ViTAS

Code for ViTAS_Vision Transformer Architecture Search

Python★ 50

automl block-level-architectures channel-search deep-learning nas nas-search-space neural-architecture-search vision-transformer

@xiusu

Sandwich-Batch-Normalization

[WACV 2022] "Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity" by Xinyu Gong,…

Python★ 51

adversarial-training batch-normalization gan nas neural-architecture-search normalization pytorch sabn

@VITA-Group

TF-NAS

TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)

Python★ 75

imagenet latency-constrained nas neural-architecture-search search-freedoms searched-architectures tf-nas

@AberHu

EvoNorm

Unofficial PyTorch Implementation of EvoNorm

Python★ 123

computer-vision deep-learning nas neural-architecture-search neural-networks normalization

@digantamisra98

NASPapers

Paper lists of neural architecture search (NAS)

code★ 135

deep-learning machine-learning nas neural-architecture-search neural-networks

@NiuTrans

BossNAS

(ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search

Python★ 143

automl hybrid-neural-network nas neural-architecture-search self-supervised-learning transformer

@changlin31

NAS-Benchmark

[ICLR 2020] NAS evaluation is frustratingly hard

Python★ 148

automl benchmark differentiable-architecture-se evaluation nas nas-benchmark nas-evaluation neural-architecture-search

@antoyang

DNA

(CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation

Python★ 234

auto-ml deep-learning image-classification nas neural-architecture-search pytorch

@changlin31

deephyper

DeepHyper: A Python Package for Massively Parallel Hyperparameter Optimization in Machine Learning

Python★ 308

automl deep-learning hpc hyperparameter-optimization machine-learning mpi multi-fidelity neural-architecture-search

@deephyper

awesome-nas-papers

Awesome Neural Architecture Search Papers

code★ 405

architecture-search autodl automl awesome-list nas neural-architecture-search papers

@jackguagua

NASLib

NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing inter…

Python★ 594

automl nas neural-architecture-search

@automl

tinyengine

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inferen…

C★ 951

c codegenerator cpp deep-learning edge-computing microcontroller neural-architecture-search pytorch

@mit-han-lab

AutoDL-Projects

Automated deep learning algorithms implemented in PyTorch.

Python★ 1.6k

autodl automl nas neural-architecture-search pytorch

@D-X-Y

Awesome-AutoDL

Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth…

Python★ 2.3k

autodl automl awesome deep-learning hyper-parameter-optimization nas neural-architecture-search

@D-X-Y