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.
Pocketflow	2,553			3 years ago			73	other	Python
An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.
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			7 months ago	9	September 15, 2023	2	mit	Python
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
Amc	417			5 months ago			18	mit	Python
[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices
Only_train_once	242			3 months ago	15	August 29, 2023	7	mit	Python
OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, LLM
Amc Models	164			3 years ago				mit	Python
[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices
Allie	126			7 months ago			70	apache-2.0	Python
🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required.
Efficient Bert	31			10 months 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".

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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

Pocketflow ⭐ 2,553

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

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Awesome Automl And Lightweight Models ⭐ 647

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Amc ⭐ 417

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Only_train_once ⭐ 242

OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, LLM

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Amc Models ⭐ 164

[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices

most recent commit 3 years ago

Allie ⭐ 126

🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required.

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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 10 months ago

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