Alternatives and similar repositories for NAS:

Users that are interested in NAS are comparing it to the libraries listed below

• yuhuixu1993 / PC-DARTS
  PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search
  ☆436Updated 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
• megvii-model / SinglePathOneShot
  ☆262Updated 5 years ago
• chenxin061 / pdarts
  Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"
  ☆362Updated 5 years ago
• xiaomi-automl / FairDARTS
  Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search
  ☆175Updated last year
• pzhren / Awesome-NAS
  ☆196Updated 7 months ago
• khanrc / pt.darts
  PyTorch Implementation of DARTS: Differentiable Architecture Search
  ☆442Updated 2 years ago
• idstcv / ZenNAS
  ☆225Updated 3 years ago
• he-y / soft-filter-pruning
  Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks
  ☆379Updated 5 years ago
• D-X-Y / NATS-Bench
  TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size
  ☆178Updated 2 years ago
• JaminFong / DenseNAS
  Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)
  ☆294Updated 4 years ago
• walkerning / aw_nas
  aw_nas: A Modularized and Extensible NAS Framework
  ☆249Updated last year
• liuzechun / MetaPruning
  MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.
  ☆354Updated 4 years ago
• NiuTrans / NASPapers
  Paper lists of neural architecture search (NAS)
  ☆128Updated 3 years ago
• mikelzc1990 / nsganetv2
  [ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search
  ☆153Updated 2 years ago
• jackguagua / awesome-nas-papers
  Awesome Neural Architecture Search Papers
  ☆403Updated last year
• enyac-group / single-path-nas
  Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours
  ☆396Updated 4 years ago
• ruocwang / darts-pt
  [ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS
  ☆103Updated 3 years ago
• changlin31 / DNA
  (CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation
  ☆233Updated 3 years ago
• SNAS-Series / SNAS-Series
  This repo contains the PyTorch implementation of the SNAS-Series papers
  ☆149Updated 4 years ago
• TDeVries / enas_pytorch
  PyTorch port of "Efficient Neural Architecture Search via Parameters Sharing"
  ☆53Updated 6 years ago
• mit-han-lab / apq
  [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy
  ☆157Updated 4 years ago
• jack-willturner / deep-compression
  Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626
  ☆177Updated 2 years ago
• Sunshine-Ye / Beta-DARTS
  official implementation of β-DARTS: Beta-Decay Regularization for Differentiable Architecture Search (CVPR22 oral).
  ☆85Updated 2 years ago
• ianwhale / nsga-net
  NSGA-Net, a Neural Architecture Search Algorithm
  ☆269Updated 5 years ago
• MAC-AutoML / rethinking_performance_estimation_in_NAS
  ☆165Updated last year
• Meituan-AutoML / DARTS-
  Code for "DARTS-: Robustly Stepping out of Performance Collapse Without Indicators"
  ☆58Updated 4 years ago
• SamsungLabs / zero-cost-nas
  Zero-Cost Proxies for Lightweight NAS
  ☆149Updated last year
• D-X-Y / NAS-Bench-201
  NAS-Bench-201 API and Instruction
  ☆627Updated 4 years ago
• mit-han-lab / amc
  [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices
  ☆440Updated last year