Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)
☆2,335Sep 26, 2022Updated 3 years ago
Alternatives and similar repositories for Awesome-AutoDL
Users that are interested in Awesome-AutoDL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Automated deep learning algorithms implemented in PyTorch.☆1,588Apr 24, 2022Updated 4 years ago
- Differentiable architecture search for convolutional and recurrent networks☆3,996Jan 3, 2021Updated 5 years ago
- A curated list of awesome architecture search resources☆1,192Sep 15, 2020Updated 5 years ago
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,447Aug 30, 2024Updated last year
- A curated list of automated machine learning papers, articles, tutorials, slides and projects☆4,150Jun 11, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- NASBench: A Neural Architecture Search Dataset and Benchmark☆714May 1, 2023Updated 2 years ago
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆444Jul 3, 2020Updated 5 years ago
- A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…☆858Jun 19, 2021Updated 4 years ago
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆293Jul 4, 2020Updated 5 years ago
- ☆268Oct 30, 2019Updated 6 years ago
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆365Feb 18, 2020Updated 6 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆395Dec 14, 2020Updated 5 years ago
- NAS-Bench-201 API and Instruction☆644Oct 31, 2025Updated 6 months ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,948Dec 14, 2023Updated 2 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.
- SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.☆244Dec 17, 2021Updated 4 years ago
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆194Oct 6, 2022Updated 3 years ago
- PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"☆2,725Jul 6, 2023Updated 2 years ago
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆220Jun 8, 2020Updated 5 years ago
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆177Oct 3, 2023Updated 2 years ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆930Mar 9, 2023Updated 3 years ago
- PyTorch Implementation of DARTS: Differentiable Architecture Search☆450Jul 19, 2022Updated 3 years ago
- (CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation☆235Sep 23, 2021Updated 4 years ago
- FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search☆304Jul 25, 2024Updated last year
- 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.
- ☆297May 11, 2020Updated 5 years ago
- A curated list of neural network pruning resources.☆2,492Apr 4, 2024Updated 2 years ago
- Awesome Neural Architecture Search Papers☆405Jan 31, 2024Updated 2 years ago
- ☆166Mar 25, 2023Updated 3 years ago
- AutoML tools chain☆851Feb 15, 2023Updated 3 years ago
- TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"☆1,580Jun 18, 2019Updated 6 years ago
- Mobile vision models and code☆921Feb 11, 2026Updated 2 months ago
- Code for Neural Architecture Search without Training (ICML 2021)☆475Aug 6, 2021Updated 4 years ago
- ☆195Jul 25, 2024Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model c…☆14,347Jul 3, 2024Updated last year
- NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several …☆587Nov 11, 2024Updated last year
- Multinomial Distribution Learning for Effective Neural Architecture Search☆208Jun 24, 2019Updated 6 years ago
- [ICLR 2020] NAS evaluation is frustratingly hard☆150Sep 24, 2023Updated 2 years ago
- Understanding and Robustifying DARTS☆158Apr 3, 2024Updated 2 years ago
- AutoDeeplab / auto-deeplab / AutoML for semantic segmentation, implemented in Pytorch☆313Nov 28, 2019Updated 6 years ago
- Fast Neural Network Adaptation via Parameter Remapping and Architecture Search (ICLR2020 & TPAMI)☆165Jul 12, 2021Updated 4 years ago