Popular GitHub Repositories for Asustor Nas

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Olares: An Open-Source Sovereign Cloud OS for Local AI

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

This is a collection of our NAS and Vision Transformer work.

OpenMMLab Model Compression Toolbox and Benchmark.

PaddleSlim is an open-source library for deep model compression and architecture search.

Automated deep learning algorithms implemented in PyTorch.

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

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.

NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several state-of-the-art NAS search spaces and optimizers.

Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.

This is a collection of our zero-cost NAS and efficient vision applications.

Awesome Neural Architecture Search Papers

Naszilla is a Python library for neural architecture search (NAS)

AutoDeeplab / auto-deeplab / AutoML for semantic segmentation, implemented in Pytorch

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

(CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation

NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection.