| 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. |
| dkozlov/awesome-knowledge-distillation |
3,222 |
|
0 |
0 |
over 2 years ago |
0 |
|
0 |
apache-2.0 |
|
| Awesome Knowledge Distillation |
| Tencent/PocketFlow |
2,553 |
|
0 |
0 |
over 5 years ago |
0 |
|
73 |
other |
Python |
| An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications. |
| FLHonker/Awesome-Knowledge-Distillation |
2,182 |
|
0 |
0 |
about 3 years ago |
0 |
|
4 |
|
|
| Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。 |
| htqin/awesome-model-quantization |
1,449 |
|
0 |
0 |
over 2 years ago |
0 |
|
0 |
|
|
| A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo. |
| tensorflow/model-optimization |
1,445 |
|
3 |
27 |
over 2 years ago |
30 |
May 26, 2023 |
207 |
apache-2.0 |
Python |
| A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning. |
| microsoft/NeuronBlocks |
1,439 |
|
0 |
0 |
almost 3 years ago |
0 |
|
9 |
mit |
Python |
| NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego |
| MingSun-Tse/Efficient-Deep-Learning |
873 |
|
0 |
0 |
over 2 years ago |
0 |
|
0 |
mit |
|
| Collection of recent methods on (deep) neural network compression and acceleration. |
| alibaba/TinyNeuralNetwork |
681 |
|
0 |
0 |
over 2 years ago |
0 |
|
18 |
mit |
Python |
| TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework. |
| lhyfst/knowledge-distillation-papers |
638 |
|
0 |
0 |
over 3 years ago |
0 |
|
0 |
|
|
| knowledge distillation papers |
