Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
☆487Oct 23, 2026Updated last week
Alternatives and similar repositories for archai
Users that are interested in archai are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for Neural Architecture Search without Training (ICML 2021)☆481Aug 6, 2021Updated 5 years ago
- NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several …☆595Nov 11, 2024Updated last year
- aw_nas: A Modularized and Extensible NAS Framework☆253Nov 25, 2025Updated 11 months ago
- Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search☆110Jun 12, 2023Updated 3 years ago
- ☆77Apr 3, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆196Oct 6, 2022Updated 4 years ago
- code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"☆106Sep 29, 2021Updated 5 years ago
- [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, …☆171Dec 30, 2021Updated 4 years ago
- [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark☆120Apr 18, 2023Updated 3 years ago
- NASBench: A Neural Architecture Search Dataset and Benchmark☆719May 1, 2023Updated 3 years ago
- Encodings for neural architecture search☆29Apr 5, 2021Updated 5 years ago
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆177Oct 3, 2023Updated 3 years ago
- Automated deep learning algorithms implemented in PyTorch.☆1,580Apr 24, 2022Updated 4 years ago
- Naszilla is a Python library for neural architecture search (NAS)☆316Dec 29, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆291Jul 4, 2020Updated 6 years ago
- A curated list of awesome resources combining Transformers with Neural Architecture Search☆269Jun 15, 2023Updated 3 years ago
- [ICLR 2020] NAS evaluation is frustratingly hard☆148Sep 24, 2023Updated 3 years ago
- A general, modular, and programmable architecture search framework☆123Mar 24, 2023Updated 3 years ago
- [NeurIPS 2021] “Stronger NAS with Weaker Predictors“, Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang W…☆27Sep 23, 2022Updated 4 years ago
- PyTorch Code for "Evaluating the search phase of Neural Architecture Search" @ ICLR 2020☆49Dec 17, 2019Updated 6 years ago
- Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)☆2,347Sep 26, 2022Updated 4 years ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,955Dec 14, 2023Updated 2 years ago
- Code for our ICLR'2021 paper "DrNAS: Dirichlet Neural Architecture Search"☆43Apr 12, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Project for open sourcing research efforts on Backward Compatibility in Machine Learning☆75Oct 3, 2023Updated 3 years ago
- Introducing diverse tasks for NAS☆53Dec 11, 2022Updated 3 years ago
- (CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation☆234Sep 23, 2021Updated 5 years ago
- [ICLR 2021] CompOFA: Compound Once-For-All Networks For Faster Multi-Platform Deployment☆25Jan 5, 2023Updated 3 years ago
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,449Aug 30, 2024Updated 2 years ago
- FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search☆304Jul 25, 2024Updated 2 years ago
- An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model c…☆14,367Jul 3, 2024Updated 2 years ago
- Understanding and Robustifying DARTS☆158Apr 3, 2024Updated 2 years ago
- [ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS☆105Jan 5, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆68Nov 5, 2020Updated 5 years ago
- (ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search☆143Dec 6, 2021Updated 4 years ago
- AlphaNet Improved Training of Supernet with Alpha-Divergence☆99Aug 12, 2021Updated 5 years ago
- ☆237Sep 21, 2021Updated 5 years ago
- "Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yu…☆27Aug 20, 2023Updated 3 years ago
- ☆10Jul 25, 2024Updated 2 years ago
- [ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing☆337Jul 14, 2024Updated 2 years ago