Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Nni | 13,725 | 8 | 27 | a month ago | 55 | September 14, 2023 | 342 | mit | Python | |
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning. | ||||||||||
Awesome Autodl | 2,201 | 2 years ago | 4 | March 20, 2022 | 1 | mit | Python | |||
Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis) | ||||||||||
Once For All | 1,777 | 2 | 4 months ago | 27 | July 20, 2023 | 58 | mit | Python | ||
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment | ||||||||||
Autodl Projects | 1,546 | 2 years ago | 2 | August 14, 2021 | 6 | mit | Python | |||
Automated deep learning algorithms implemented in PyTorch. | ||||||||||
Cream | 1,446 | 3 months ago | 16 | mit | Python | |||||
This is a collection of our NAS and Vision Transformer work. | ||||||||||
Autodl | 999 | 2 years ago | 2 | May 18, 2020 | 23 | apache-2.0 | Python | |||
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS. | ||||||||||
Vega | 790 | a year ago | 16 | September 29, 2022 | 43 | other | Python | |||
AutoML tools chain | ||||||||||
Awesome Automl | 785 | 4 months ago | gpl-3.0 | |||||||
Curating a list of AutoML-related research, tools, projects and other resources | ||||||||||
Awesome Automl And Lightweight Models | 647 | 4 years ago | ||||||||
A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering. | ||||||||||
Nas Bench 201 | 614 | 1 | 4 years ago | 6 | October 12, 2020 | mit | Python | |||
NAS-Bench-201 API and Instruction |