Alternatives and similar repositories for NATS-Bench

Users that are interested in NATS-Bench are comparing it to the libraries listed below

• ruocwang / darts-pt
  [ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS
  ☆105Updated 3 years ago
• automl / nasbench301
  ☆76Updated last year
• automl / nasbench-1shot1
  ☆67Updated 4 years ago
• SamsungLabs / zero-cost-nas
  Zero-Cost Proxies for Lightweight NAS
  ☆152Updated 2 years ago
• VITA-Group / TENAS
  [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, …
  ☆168Updated 3 years ago
• human-analysis / neural-architecture-transfer
  Neural Architecture Transfer (Arxiv'20), PyTorch Implementation
  ☆156Updated 5 years ago
• xiangning-chen / SmoothDARTS
  Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"
  ☆76Updated 4 years ago
• facebookresearch / AttentiveNAS
  code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"
  ☆104Updated 3 years ago
• ultmaster / neuralpredictor.pytorch
  Open source reproduction in PyTorch of "Neural Predictor for Neural Architecture Search".
  ☆39Updated 4 years ago
• SNAS-Series / SNAS-Series
  This repo contains the PyTorch implementation of the SNAS-Series papers
  ☆149Updated 4 years ago
• xiaomi-automl / FairDARTS
  Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search
  ☆176Updated last year
• antoyang / NAS-Benchmark
  [ICLR 2020] NAS evaluation is frustratingly hard
  ☆149Updated last year
• GATECH-EIC / HW-NAS-Bench
  [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark
  ☆110Updated 2 years ago
• automl / RobustDARTS
  Understanding and Robustifying DARTS
  ☆155Updated last year
• renqianluo / NAO_pytorch
  Pytorch Implementation of Neural Architecture Optimization
  ☆113Updated 4 years ago
• xiangning-chen / DrNAS
  Code for our ICLR'2021 paper "DrNAS: Dirichlet Neural Architecture Search"
  ☆44Updated 4 years ago
• ShunLu91 / Single-Path-One-Shot-NAS
  SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.
  ☆245Updated 3 years ago
• MAC-AutoML / XNAS
  XNAS: An effective, modular, and flexible Neural Architecture Search (NAS) framework.
  ☆49Updated 2 years ago
• yuhuixu1993 / PC-DARTS
  PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search
  ☆440Updated 4 years ago
• romulus0914 / NASBench-PyTorch
  A PyTorch implementation of NASBench
  ☆52Updated 2 years ago
• Meituan-AutoML / DARTS-
  Code for "DARTS-: Robustly Stepping out of Performance Collapse Without Indicators"
  ☆57Updated 4 years ago
• walkerning / aw_nas
  aw_nas: A Modularized and Extensible NAS Framework
  ☆250Updated last year
• changlin31 / BossNAS
  (ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search
  ☆140Updated 3 years ago
• automl / nas_benchmarks
  ☆96Updated 5 years ago
• gmh14 / RobNets
  [CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks
  ☆124Updated 4 years ago
• leeyeehoo / GenNAS
  Generic Neural Architecture Search via Regression (NeurIPS'21 Spotlight)
  ☆36Updated 2 years ago
• alecwangcq / GraSP
  Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH
  ☆104Updated 5 years ago
• AIoT-MLSys-Lab / arch2vec
  [NeurIPS 2020] "Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?" by Shen Yan, Yu Zheng, Wei Ao, X…
  ☆49Updated 4 years ago
• alphadl / darts.pytorch1.1
  Implementation with latest PyTorch (v1.1) for multi-gpu DARTS https://arxiv.org/abs/1806.09055
  ☆83Updated 5 years ago
• megvii-model / SinglePathOneShot
  ☆263Updated 5 years ago