| microsoft/nni |
13,536 |
|
8 |
27 |
over 2 years 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. |
| tinyvision/DAMO-YOLO |
3,598 |
|
0 |
0 |
over 2 years ago |
0 |
|
18 |
apache-2.0 |
Python |
| DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement. |
| D-X-Y/AutoDL-Projects |
1,540 |
|
0 |
0 |
almost 4 years ago |
2 |
August 14, 2021 |
6 |
mit |
Python |
| Automated deep learning algorithms implemented in PyTorch. |
| open-mmlab/mmrazor |
1,231 |
|
0 |
2 |
over 2 years ago |
8 |
May 04, 2022 |
133 |
apache-2.0 |
Python |
| OpenMMLab Model Compression Toolbox and Benchmark. |
| DeepWisdom/AutoDL |
999 |
|
0 |
0 |
over 3 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. |
| guan-yuan/awesome-AutoML-and-Lightweight-Models |
647 |
|
0 |
0 |
over 5 years ago |
0 |
|
0 |
|
|
| 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. |
| D-X-Y/NAS-Bench-201 |
614 |
|
0 |
1 |
over 5 years ago |
6 |
October 12, 2020 |
0 |
mit |
Python |
| NAS-Bench-201 API and Instruction |
| microsoft/archai |
428 |
|
0 |
0 |
over 2 years ago |
9 |
September 15, 2023 |
2 |
mit |
Python |
| Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research. |
| alibaba/lightweight-neural-architecture-search |
283 |
|
0 |
0 |
over 2 years ago |
0 |
|
15 |
apache-2.0 |
Python |
| This is a collection of our zero-cost NAS and efficient vision applications. |
| naszilla/naszilla |
269 |
|
0 |
0 |
over 3 years ago |
1 |
November 15, 2020 |
3 |
apache-2.0 |
Python |
| Naszilla is a Python library for neural architecture search (NAS) |
