Lighthubert
LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT
| 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. | ||||||||||
| Darts | 2,775 | 4 years ago | 71 | apache-2.0 | Python | |||||
| Differentiable architecture search for convolutional and recurrent networks | ||||||||||
| Enas Pytorch | 2,242 | 4 years ago | 36 | apache-2.0 | Python | |||||
| PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing" | ||||||||||
| Autodl Projects | 1,546 | 2 years ago | 2 | August 14, 2021 | 6 | mit | Python | |||
| Automated deep learning algorithms implemented in PyTorch. | ||||||||||
| Autogl | 1,035 | 4 months ago | 14 | apache-2.0 | Python | |||||
| An autoML framework & toolkit for machine learning on graphs. | ||||||||||
| 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. | ||||||||||
| 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 | ||||||||||
| Fasterseg | 523 | a year ago | 8 | mit | Python | |||||
| [ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang | ||||||||||
| Hyperactive | 475 |  | 5 | 4 months ago | 75 | October 24, 2023 | 8 | mit | Python | |
| An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models. | ||||||||||
| Autogan | 460 | 3 months ago | 1 | mit | Python | |||||
| [ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang | ||||||||||
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