Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Nni	13,701	8	27	a month 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.
Ax	2,217	2	26	3 months ago	39	December 09, 2023	68	mit	Python
Adaptive Experimentation Platform
Hyperactive	475		5	4 months ago	75	October 24, 2023	8	mit	Python
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
Nextorch	34			4 months ago	2	December 01, 2021	3	mit	Python
Experimental design and Bayesian optimization library in Python/PyTorch
Mat_discover	27			9 months ago	33	June 23, 2023	29	mit	Python
A materials discovery algorithm geared towards exploring high-performance candidates in new chemical spaces.
Avatair	17			3 months ago			4	other	Python
A pipeline to generate user-preferred photo-realistic avatars using stable-diffusion and bayesian-optimization.
Rctorch	16			a year ago	62	July 27, 2022		mit	Jupyter Notebook
a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
Param Opt	9			4 months ago				mit	Python
本项目开发了一个机器学习和深度学习的训练工具。该训练工具基于sklearn和pytorch，不仅支持常规训练、交叉验证训练，还支持贝叶斯搜索参数，并可随时自动保存训练模型和日志。
Curvature	6			3 years ago			2	gpl-3.0	Python
Official Code: Estimating Model Uncertainty of Neural Networks in Sparse Information Form, ICML2020.
Cnn_compression_rank_selection_bayesopt	6			3 years ago			1	mit	Python
Bayesian Optimization-Based Global Optimal Rank Selection for Compression of Convolutional Neural Networks, IEEE Access

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Nni ⭐ 13,701

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 ago

Ax ⭐ 2,217

Adaptive Experimentation Platform

dependent packages 26total releases 39most recent commit 3 months ago

Hyperactive ⭐ 475

An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

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Nextorch ⭐ 34

Experimental design and Bayesian optimization library in Python/PyTorch

total releases 2most recent commit 4 months ago

Mat_discover ⭐ 27

A materials discovery algorithm geared towards exploring high-performance candidates in new chemical spaces.

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Avatair ⭐ 17

A pipeline to generate user-preferred photo-realistic avatars using stable-diffusion and bayesian-optimization.

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Rctorch ⭐ 16

a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning

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Param Opt ⭐ 9

本项目开发了一个机器学习和深度学习的训练工具。该训练工具基于sklearn和pytorch，不仅支持

most recent commit 4 months ago

Curvature ⭐ 6

Official Code: Estimating Model Uncertainty of Neural Networks in Sparse Information Form, ICML2020.

most recent commit 3 years ago

Cnn_compression_rank_selection_bayesopt ⭐ 6

Bayesian Optimization-Based Global Optimal Rank Selection for Compression of Convolutional Neural Networks, IEEE Access

most recent commit 3 years ago

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