awesome-production-machine-learning VS Awesome-Federated-Learning

Compare awesome-production-machine-learning vs Awesome-Federated-Learning and see what are their differences.

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning (by EthicalML)
Machine Learning Mlops Interpretability explainability responsible-ai Deep Learning machine-learning-operations ml-ops ml-operations privacy-preserving privacy-preserving-ml privacy-preserving-machine-learning Data Mining large-scale-ml production-ml large-scale-machine-learning production-machine-learning Awesome awesome-list
Source Code
ethical.institute
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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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awesome-production-machine-learning Awesome-Federated-Learning
9 -
15,947 1,848
2.1% -
7.4 0.0
8 days ago over 1 year ago
MIT License -
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.

awesome-production-machine-learning

Posts with mentions or reviews of awesome-production-machine-learning. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-13.

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 awesome-production-machine-learning and Awesome-Federated-Learning you can also consider the following projects:

shap - A game theoretic approach to explain the output of any machine learning model.

autogluon - Fast and Accurate ML in 3 Lines of Code

awesome-jax - JAX - A curated list of resources https://github.com/google/jax

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

netron - Visualizer for neural network, deep learning and machine learning models

awesome-mlops - A curated list of references for MLOps

awesome-mlops - :sunglasses: A curated list of awesome MLOps tools

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

awesome-ml-for-cybersecurity - :octocat: Machine Learning for Cyber Security

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

datascience - Curated list of Python resources for data science.

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

awesome-production-machine-learning vs shap Awesome-Federated-Learning vs autogluon awesome-production-machine-learning vs awesome-jax Awesome-Federated-Learning vs awesome-federated-learning awesome-production-machine-learning vs netron Awesome-Federated-Learning vs awesome-mlops awesome-production-machine-learning vs awesome-mlops Awesome-Federated-Learning vs ben-decentralized-chatbot awesome-production-machine-learning vs awesome-ml-for-cybersecurity Awesome-Federated-Learning vs tinyml-papers-and-projects awesome-production-machine-learning vs datascience Awesome-Federated-Learning vs Aweome-Heathcare-Federated-Learning