autogluon VS Awesome-Federated-Learning

Compare autogluon vs Awesome-Federated-Learning and see what are their differences.

autogluon

Fast and Accurate ML in 3 Lines of Code (by autogluon)
Automl Machine Learning Data Science Deep Learning ensemble-learning image-classification Computer Vision Natural Language Processing structured-data object-detection Gluon transfer-learning Pytorch automated-machine-learning scikit-learn autogluon tabular-data hyperparameter-optimization time-series Forecasting
Source Code
auto.gluon.ai
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Awesome-Federated-Learning

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai (by chaoyanghe)
federated-learning Machine Learning distributed-optimization non-iid vertical-federated-learning decentralized-federated-learning hierarchical-federated-learning neural-architecture-search transfer-learning continual-learning semi-supervised-learning adversarial-attack-and-defense Privacy communication-efficiency straggler-problem computation-efficiency wireless-communication Interpretability incentive-mechanism Computer Vision
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autogluon Awesome-Federated-Learning
8 -
7,124 1,848
3.3% -
9.6 0.0
2 days ago over 1 year ago
Python
Apache License 2.0 -
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

autogluon

Posts with mentions or reviews of autogluon. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-25.

Awesome-Federated-Learning

Posts with mentions or reviews of Awesome-Federated-Learning. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning Awesome-Federated-Learning yet.
Tracking mentions began in Dec 2020.

What are some alternatives?

When comparing autogluon and Awesome-Federated-Learning you can also consider the following projects:

FLAML - A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

awesome-federated-learning - resources about federated learning and privacy in machine learning

autokeras - AutoML library for deep learning

awesome-mlops - A curated list of references for MLOps

auto-sklearn - Automated Machine Learning with scikit-learn

awesome-production-machine-learning - A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

ben-decentralized-chatbot - YC Hackathon 2018 Winner Project. BEN: A decentralized chatbot that uses federated learning.

imbalanced-regression - [ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

tinyml-papers-and-projects - This is a list of interesting papers and projects about TinyML.

tabnet - PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

Aweome-Heathcare-Federated-Learning - A curated list of Federated Learning papers/articles and recent advancements.

autogluon vs FLAML Awesome-Federated-Learning vs awesome-federated-learning autogluon vs autokeras Awesome-Federated-Learning vs awesome-mlops autogluon vs auto-sklearn Awesome-Federated-Learning vs awesome-production-machine-learning autogluon vs nni Awesome-Federated-Learning vs ben-decentralized-chatbot autogluon vs imbalanced-regression Awesome-Federated-Learning vs tinyml-papers-and-projects autogluon vs tabnet Awesome-Federated-Learning vs Aweome-Heathcare-Federated-Learning