Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Darts	2,775		4 years ago			71	apache-2.0	Python
Differentiable architecture search for convolutional and recurrent networks
Sparseml	1,910	5	3 months ago	37	December 04, 2023	60	apache-2.0	Python
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
Fast Autoaugment	1,358		3 years ago			22	mit	Python
Official Implementation of 'Fast AutoAugment' in PyTorch.
Training_extensions	1,119	1	a month ago	55	October 31, 2023	54	apache-2.0	Python
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
Pba	400		5 years ago			9	apache-2.0	Jupyter Notebook
Efficient Learning of Augmentation Policy Schedules
Sparsify	310		4 months ago	136	December 11, 2023	9	apache-2.0	Python
ML model optimization product to accelerate inference.
Dna	225		3 years ago			2		Python
(CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation
Autoclint	150		4 years ago				apache-2.0	Python
A specially designed light version of Fast AutoAugment
Petridishnn	110		a year ago			1	mit	Python
Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search
Efficientnas	46		4 years ago				mit	Python
Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search https://arxiv.org/abs/1807.06906

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Darts ⭐ 2,775

Differentiable architecture search for convolutional and recurrent networks

most recent commit 4 years ago

Sparseml ⭐ 1,910

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

dependent packages 5total releases 37most recent commit 3 months ago

Fast Autoaugment ⭐ 1,358

Official Implementation of 'Fast AutoAugment' in PyTorch.

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Training_extensions ⭐ 1,119

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

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Pba ⭐ 400

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Sparsify ⭐ 310

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Dna ⭐ 225

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Petridishnn ⭐ 110

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Efficientnas ⭐ 46

Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search https://arxiv.org/abs/1807.06906

most recent commit 4 years ago

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Nasnet vs Darts

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