automl / NASLib
NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several state-of-the-art NAS search spaces and optimizers.
☆540Updated 3 months ago
Alternatives and similar repositories for NASLib:
Users that are interested in NASLib are comparing it to the libraries listed below
- Code for Neural Architecture Search without Training (ICML 2021)☆464Updated 3 years ago
- Neural Architecture Search (NAS) papers with code☆157Updated 3 years ago
- Zero-Cost Proxies for Lightweight NAS☆147Updated last year
- Naszilla is a Python library for neural architecture search (NAS)☆306Updated 2 years ago
- NASBench: A Neural Architecture Search Dataset and Benchmark☆691Updated last year
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆177Updated 2 years ago
- ☆76Updated 10 months ago
- Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.☆473Updated 3 months ago
- A curated list of awesome resources combining Transformers with Neural Architecture Search☆263Updated last year
- [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, …☆167Updated 3 years ago
- PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.☆428Updated last year
- [ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search☆152Updated 2 years ago
- Automated deep learning algorithms implemented in PyTorch.☆1,573Updated 2 years ago
- aw_nas: A Modularized and Extensible NAS Framework☆247Updated last year
- Neural Architecture Transfer (Arxiv'20), PyTorch Implementation☆155Updated 4 years ago
- PyTorch Implementation of DARTS: Differentiable Architecture Search☆441Updated 2 years ago
- A research library for pytorch-based neural network pruning, compression, and more.☆160Updated 2 years ago
- [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark☆109Updated last year
- [ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS☆103Updated 3 years ago
- The release codes of LA-MCTS with its application to Neural Architecture Search.☆469Updated 2 years ago
- ☆224Updated 3 years ago
- Paper lists of neural architecture search (NAS)☆128Updated 3 years ago
- Collection of hyperparameter optimization benchmark problems☆145Updated 8 months ago
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆436Updated 4 years ago
- This is a collection of our zero-cost NAS and efficient vision applications.☆401Updated last year
- ☆27Updated last year
- ☆222Updated 6 months ago
- ☆67Updated 4 years ago
- NAS Benchmarks Collection☆12Updated last year
- NSGA-Net, a Neural Architecture Search Algorithm☆267Updated 5 years ago