federated-analytics

There are 2 repositories under federated-analytics topic.

flower
adap / flower
Flower: A Friendly Federated Learning Framework
ai android artificial-intelligence cpp deep-learning federated-analytics federated-learning federated-learning-framework fleet-intelligence fleet-learning flower framework grpc ios machine-learning python pytorch raspberry-pi scikit-learn tensorflow
Language:Python 4273
securefederatedai / openfl
An open framework for Federated Learning.
federated-learning secure-computation openfl distributed-computing deep-learning collaborative-learning privacy-preserving-machine-learning machine-learning fedprox fedavg federated-analytics python federated-learning-framework federated-deep-learning pytorch-federated-learning tensorflow-federated-learning keras-federated-learning distributed-learning fedcurv fedopt
Language:Jupyter Notebook 665
bioint / MetisFL
The first open Federated Learning framework implemented in C++ and Python.
deep-learning federated-learning machine-learning artificial-intelligence federated-analytics collaborative-ai federated-learning-framework
Language:Python 531
kamathhrishi / GreyNSights
Privacy-Preserving Data Analysis using Pandas
privacy-preserving-analytics pandas data-analysis data-analytics differential-privacy secure-aggregation federated-analytics
Language:Python 21
MaastrichtU-BISS / Vantage6-Researcher-Notebooks
Jupyter Notebooks examples for Vantage6 from a researcher's perspective
federated-analytics vantage6
Language:Python 2
FractalGiraffe / COMP0029
Repository for the paper "On the Federated Detection of Hate Speech"
nlp online-harms classifier machine-learning federated-learning federated-analytics hate-speech
Language:Jupyter Notebook 0
MaastrichtU-BISS / v6-colnames-py
Vantage6 algorithm that returns column names
federated-analytics vantage6
Language:Python