Alternatives and similar repositories for DNA:

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

• xiaomi-automl / FairDARTS
  Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search
  ☆173Updated last year
• megvii-model / SinglePathOneShot
  ☆262Updated 5 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
• meijieru / AtomNAS
  [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'
  ☆222Updated 4 years ago
• JaminFong / FNA
  Fast Neural Network Adaptation via Parameter Remapping and Architecture Search (ICLR2020 & TPAMI)
  ☆166Updated 3 years ago
• JaminFong / DenseNAS
  Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)
  ☆294Updated 4 years ago
• SNAS-Series / SNAS-Series
  This repo contains the PyTorch implementation of the SNAS-Series papers
  ☆149Updated 4 years ago
• automl / RobustDARTS
  Understanding and Robustifying DARTS
  ☆155Updated 9 months ago
• changlin31 / BossNAS
  (ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search
  ☆138Updated 3 years ago
• facebookresearch / AttentiveNAS
  code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"
  ☆104Updated 3 years ago
• yuhuixu1993 / PC-DARTS
  PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search
  ☆436Updated 4 years ago
• MAC-AutoML / rethinking_performance_estimation_in_NAS
  ☆165Updated last year
• alphadl / darts.pytorch1.1
  Implementation with latest PyTorch (v1.1) for multi-gpu DARTS https://arxiv.org/abs/1806.09055
  ☆83Updated 5 years ago
• idstcv / ZenNAS
  ☆223Updated 3 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, …
  ☆167Updated 3 years ago
• changlin31 / DS-Net
  (CVPR 2021, Oral) Dynamic Slimmable Network
  ☆228Updated 3 years ago
• zhaohui-yang / CARS
  [CVPR2020] CARS: Continuous Evolution for Efficient Neural Architecture Search
  ☆104Updated 4 years ago
• megvii-model / AngleNAS
  ☆54Updated 4 years ago
• xiangning-chen / SmoothDARTS
  Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"
  ☆76Updated 3 years ago
• D-X-Y / NATS-Bench
  TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size
  ☆177Updated 2 years ago
• Zx55 / dmcp
  ☆120Updated 4 years ago
• chenxin061 / pdarts
  Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"
  ☆362Updated 4 years ago
• mit-han-lab / apq
  [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy
  ☆156Updated 4 years ago
• AberHu / TF-NAS
  TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)
  ☆76Updated 3 years ago
• guoyongcs / NAT
  Implementation for NAT.
  ☆58Updated 5 years ago
• SCUT-AILab / DCP
  Code for “Discrimination-aware-Channel-Pruning-for-Deep-Neural-Networks”
  ☆184Updated 4 years ago
• LiYingwei / AutoNL
  Code for AutoNL on ImageNet (CVPR2020)
  ☆105Updated 4 years ago
• renqianluo / NAO_pytorch
  Pytorch Implementation of Neural Architecture Optimization
  ☆112Updated 3 years ago
• Meituan-AutoML / DARTS-
  Code for "DARTS-: Robustly Stepping out of Performance Collapse Without Indicators"
  ☆57Updated 4 years ago
• CanyonWind / Single-Path-One-Shot-NAS-MXNet
  Single Path One-Shot NAS MXNet implementation with full training and searching pipeline. Support both Block and Channel Selection. Search…
  ☆151Updated 4 years ago