Alternatives and similar repositories for zero-cost-nas:

Users that are interested in zero-cost-nas are comparing it to the libraries listed below

• VITA-Group / TENAS
  [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, …
  ☆167Updated 3 years ago
• D-X-Y / NATS-Bench
  TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size
  ☆181Updated 2 years ago
• automl / nasbench301
  ☆75Updated last year
• ruocwang / darts-pt
  [ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS
  ☆103Updated 3 years ago
• GATECH-EIC / HW-NAS-Bench
  [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark
  ☆110Updated last year
• SamsungLabs / eagle
  Measuring and predicting on-device metrics (latency, power, etc.) of machine learning models
  ☆66Updated 2 years ago
• ultmaster / neuralpredictor.pytorch
  Open source reproduction in PyTorch of "Neural Predictor for Neural Architecture Search".
  ☆39Updated 4 years ago
• walkerning / aw_nas
  aw_nas: A Modularized and Extensible NAS Framework
  ☆250Updated last year
• automl / nasbench-1shot1
  ☆67Updated 4 years ago
• facebookresearch / AttentiveNAS
  code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"
  ☆104Updated 3 years ago
• leeyeehoo / GenNAS
  Generic Neural Architecture Search via Regression (NeurIPS'21 Spotlight)
  ☆36Updated 2 years ago
• ganguli-lab / Synaptic-Flow
  ☆225Updated 8 months ago
• human-analysis / neural-architecture-transfer
  Neural Architecture Transfer (Arxiv'20), PyTorch Implementation
  ☆156Updated 4 years ago
• automl / RobustDARTS
  Understanding and Robustifying DARTS
  ☆155Updated last year
• RAIVNLab / STR
  Soft Threshold Weight Reparameterization for Learnable Sparsity
  ☆89Updated 2 years ago
• xiangning-chen / SmoothDARTS
  Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"
  ☆77Updated 4 years ago
• SamsungLabs / nb-asr
  ☆27Updated 2 years ago
• xiaomi-automl / FairDARTS
  Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search
  ☆176Updated last year
• alecwangcq / GraSP
  Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH
  ☆103Updated 5 years ago
• xiaoiker / NAS-With-Code
  Neural Architecture Search (NAS) papers with code
  ☆159Updated 3 years ago
• mil-ad / snip
  Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.
  ☆107Updated 5 years ago
• SNAS-Series / SNAS-Series
  This repo contains the PyTorch implementation of the SNAS-Series papers
  ☆149Updated 4 years ago
• idstcv / ZenNAS
  ☆225Updated 3 years ago
• xiangning-chen / DrNAS
  Code for our ICLR'2021 paper "DrNAS: Dirichlet Neural Architecture Search"
  ☆44Updated 4 years ago
• pipilurj / BONAS
  ☆35Updated 3 years ago
• MAC-AutoML / XNAS
  XNAS: An effective, modular, and flexible Neural Architecture Search (NAS) framework.
  ☆48Updated 2 years ago
• changlin31 / BossNAS
  (ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search
  ☆140Updated 3 years ago
• Meituan-AutoML / DARTS-
  Code for "DARTS-: Robustly Stepping out of Performance Collapse Without Indicators"
  ☆57Updated 4 years ago
• automl / nas_benchmarks
  ☆96Updated 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