Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Nni	13,725	8	27	2 months 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.
Awesome Automl And Lightweight Models	647			4 years ago
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.
Archai	428			8 months ago	9	September 15, 2023	2	mit	Python
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
Moonlit	41			4 months ago			3	mit	Python
This is a collection of our research on efficient AI, covering hardware-aware NAS and model compression.
Efficient Bert	31			a year ago					Python
This repository contains the code for the paper in Findings of EMNLP 2021: "EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation".
Esnac	25			5 years ago				other	Python
Learnable Embedding Space for Efficient Neural Architecture Compression
Auto Compression	20			5 months ago			41	mit	C
Automatic DNN compression tool with various model compression and neural architecture search techniques

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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 2 months 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

Archai ⭐ 428

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

total releases 9most recent commit 8 months ago

Moonlit ⭐ 41

This is a collection of our research on efficient AI, covering hardware-aware NAS and model compression.

most recent commit 4 months ago

Efficient Bert ⭐ 31

This repository contains the code for the paper in Findings of EMNLP 2021: "EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation".

most recent commit a year ago

Esnac ⭐ 25

Learnable Embedding Space for Efficient Neural Architecture Compression

most recent commit 5 years ago

Auto Compression ⭐ 20

Automatic DNN compression tool with various model compression and neural architecture search techniques

most recent commit 5 months ago

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