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The Top 23 Nas Neural Architecture Search Open Source Projects

Open source projects categorized as Nas Neural Architecture Search
Categories > Machine Learning > Neural Architecture Search
Nni ⭐ 13,725
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages 27total releases 55most recent commit a month agopypi nni} Downloads
Awesome Autodl ⭐ 2,201
Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)
total releases 4most recent commit 2 years ago
Autodl Projects ⭐ 1,546
Automated deep learning algorithms implemented in PyTorch.
total releases 2most recent commit 2 years ago
Awesome Automl And Lightweight Models ⭐ 647
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.
most recent commit 4 years ago
Naslib ⭐ 448
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.
most recent commit 5 months ago
Archai ⭐ 428
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
total releases 9most recent commit 7 months ago
Naszilla ⭐ 269
Naszilla is a Python library for neural architecture search (NAS)
total releases 1most recent commit a year ago
Awesome Nas Papers ⭐ 258
Awesome Neural Architecture Search Papers
most recent commit 3 years ago
Hypernets ⭐ 256
A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
dependent packages 8total releases 18most recent commit 3 months agopypi hypernets} Downloads
Aw_nas ⭐ 230
aw_nas: A Modularized and Extensible NAS Framework
most recent commit 7 months ago
Dna ⭐ 225
(CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation
most recent commit 3 years ago
Nas Benchmark ⭐ 148
[ICLR 2020] NAS evaluation is frustratingly hard
most recent commit 7 months ago
Evonorm ⭐ 119
Unofficial PyTorch Implementation of EvoNorm
most recent commit 3 years ago
Bossnas ⭐ 104
(ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search
most recent commit 2 years ago
Tenas ⭐ 95
[ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang
most recent commit 3 years ago
Mtlnas ⭐ 79
[CVPR 2020] MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning
most recent commit 2 years ago
Robnets ⭐ 73
[CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks
most recent commit 3 years ago
Naspapers ⭐ 59
Paper lists of neural architecture search (NAS)
most recent commit 3 years ago
Tf Nas ⭐ 52
TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)
most recent commit 3 years ago
Sandwich Batch Normalization ⭐ 35
[WACV 2022] "Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity" by Xinyu Gong, Wuyang Chen, Tianlong Chen and Zhangyang Wang
most recent commit 3 years ago
Nas Encodings ⭐ 24
Encodings for neural architecture search
most recent commit 3 years ago
Neural Architecture Search ⭐ 21
This repo is about NAS
most recent commit 4 years ago
Nas Bench Macro ⭐ 21
NAS Benchmark in "Prioritized Architecture Sampling with Monto-Carlo Tree Search", CVPR2021
most recent commit 3 years ago
The 2 Most Depended On Nas Neural Architecture Search Open Source Projects
The 6 Latest Releases In Nas Neural Architecture Search Open Source Projects
Archai ⭐ 428
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
total releases 9latest release September 15, 2023most recent commit 7 months ago
Autodl Projects ⭐ 1,546
Automated deep learning algorithms implemented in PyTorch.
total releases 2latest release August 14, 2021most recent commit 2 years ago
Naszilla ⭐ 269
Naszilla is a Python library for neural architecture search (NAS)
total releases 1latest release November 15, 2020most recent commit a year ago
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