Ctnas
[CVPR 2021] Contrastive Neural Architecture Search with Neural Architecture Comparators
| 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 | 2 months 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. | ||||||||||
| Autokeras | 9,023 |  | 7 | 5 | 4 months ago | 58 | January 28, 2023 | 132 | apache-2.0 | Python |
| AutoML library for deep learning | ||||||||||
| Adanet | 3,309 |  | 2 | 1 | 3 years ago | 13 | July 09, 2020 | 66 | apache-2.0 | Jupyter Notebook |
| Fast and flexible AutoML with learning guarantees. | ||||||||||
| Darts | 2,775 | 4 years ago | 71 | apache-2.0 | Python | |||||
| Differentiable architecture search for convolutional and recurrent networks | ||||||||||
| Awesome Autodl | 2,207 | 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) | ||||||||||
| Autogl | 1,035 | 4 months ago | 14 | apache-2.0 | Python | |||||
| An autoML framework & toolkit for machine learning on graphs. | ||||||||||
| Awesome Architecture Search | 1,011 | 4 years ago | 1 | |||||||
| A curated list of awesome architecture search resources | ||||||||||
| Morph Net | 1,010 | 9 months ago | 23 | apache-2.0 | Python | |||||
| Fast & Simple Resource-Constrained Learning of Deep Network Structure | ||||||||||
| Devol | 910 | 4 years ago | 7 | mit | Python | |||||
| Genetic neural architecture search with Keras | ||||||||||
| Tinyengine | 614 | 7 months ago | 24 | mit | C | |||||
| [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory | ||||||||||
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