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

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

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

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
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ethical.institute
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InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
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SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
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Awesome-Federated-Learning awesome-production-machine-learning
- 9
1,848 16,178
- 2.3%
0.0 7.5
over 1 year ago 2 days 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-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.

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.

What are some alternatives?

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

autogluon - Fast and Accurate ML in 3 Lines of Code

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

Awesome-Federated-Learning vs autogluon awesome-production-machine-learning vs shap