Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Auto Sklearn	7,262	15	24	5 months ago	42	September 20, 2022	185	bsd-3-clause	Python
Automated Machine Learning with scikit-learn
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.
Pyglove	311		5	4 months ago	480	December 12, 2023	5	apache-2.0	Python
Manipulating Python Programs
Automl_survey	173			4 years ago

Pymfe	116		3	4 months ago	11	July 07, 2020	6	mit	Python
Python Meta-Feature Extractor package.
Awesome Artificial Intelligence Research	80			a year ago
A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
Gamlet	35			4 months ago			24	bsd-3-clause	Jupyter Notebook
Framework for meta-optimisation in AutoML tasks
Metadelta	35			2 years ago				mit	Python
1st solution to AAAI 2021 and NeurIPS 2021 MetaDL competition from Team Meta_Learners. Serve as a strong baseline for cd metadl challenge.
Meta Sac	18			3 years ago				mit	Python
Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient - 7th ICML AutoML workshop 2020
Meta Learning Paper List	5			2 years ago
Record Meta-learning/AutoML paper recently

Alternatives To Gamlet

Select To Compare

Auto Sklearn ⭐ 7,262

Automated Machine Learning with scikit-learn

dependent packages 24total releases 42most recent commit 5 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

Pyglove ⭐ 311

Manipulating Python Programs

dependent packages 5total releases 480most recent commit 4 months ago

Automl_survey ⭐ 173

most recent commit 4 years ago

Pymfe ⭐ 116

Python Meta-Feature Extractor package.

dependent packages 3total releases 11most recent commit 4 months ago

Awesome Artificial Intelligence Research ⭐ 80

A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.

most recent commit a year ago

Gamlet ⭐ 35

Framework for meta-optimisation in AutoML tasks

most recent commit 4 months ago

Metadelta ⭐ 35

1st solution to AAAI 2021 and NeurIPS 2021 MetaDL competition from Team Meta_Learners. Serve as a strong baseline for cd metadl challenge.

most recent commit 2 years ago

Meta Sac ⭐ 18

Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient - 7th ICML AutoML workshop 2020

most recent commit 3 years ago

Meta Learning Paper List ⭐ 5

Record Meta-learning/AutoML paper recently

most recent commit 2 years ago

Suggest An Alternative To GAMLET

Alternative Project Comparisons

Gamlet vs Auto Sklearn

Gamlet vs Awesome Automl And Lightweight Models

Gamlet vs Pyglove

Gamlet vs Automl_survey

Gamlet vs Pymfe

Gamlet vs Awesome Artificial Intelligence Research

Gamlet vs Metadelta

Gamlet vs Meta Sac

Gamlet vs Meta Learning Paper List

Popular Automl Projects

Ray ⭐ 29,596

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

dependent packages 363total releases 95latest release December 04, 2023most recent commit 4 months ago

Best Of Ml Python ⭐ 14,990

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

most recent commit 4 months ago

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 55latest release September 14, 2023most recent commit 2 months ago

Tpot ⭐ 9,516

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

dependent packages 22total releases 62latest release August 15, 2023most recent commit 19 days ago

Autokeras ⭐ 9,067

AutoML library for deep learning

dependent packages 5total releases 58latest release January 28, 2023most recent commit 2 months ago

Popular Meta Learning Projects

Transferlearning ⭐ 12,494

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

most recent commit 4 months ago

Meta Learning Papers ⭐ 2,577

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

most recent commit 5 years ago

Learn2learn ⭐ 2,283

A PyTorch Library for Meta-learning Research

dependent packages 1total releases 19latest release February 10, 2022most recent commit 10 months ago

Pytorch Meta ⭐ 1,724

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

total releases 28latest release September 20, 2021most recent commit a year ago

Fsl Mate ⭐ 1,611

FSL-Mate: A collection of resources for few-shot learning (FSL).

dependent packages 1total releases 3latest release April 02, 2022most recent commit 4 months ago

Popular Machine Learning Categories

Natural Language Processing

Neural Network

Neural

Computer Vision

Convolutional Neural Networks

Opencv