federated-analytics

There are 2 repositories under federated-analytics topic.

flower
adap / flower
Flower: A Friendly Federated AI 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 6232
NVIDIA / NVFlare
NVIDIA Federated Learning Application Runtime Environment
python decentralized federated-analytics federated-learning pet privacy-protection federated-computing
Language:Python 792
securefederatedai / openfl
An Open Framework for Federated Learning.
federated-learning federated-analytics python federated-evaluation privacy-preserving-ml trusted-execution-environment
Language:Python 762
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 521
kamathhrishi / GreyNSights
Privacy-Preserving Data Analysis using Pandas
data-analysis data-analytics differential-privacy federated-analytics pandas privacy-preserving-analytics secure-aggregation
Language:Python 23
Health-Informatics-UoN / hutch-bunny
A Cohort Discovery Task Resolver.
docker federated-analytics python
Language:Python 6
MaastrichtU-BISS / Vantage6-Researcher-Notebooks
Jupyter Notebooks examples for Vantage6 from a researcher's perspective
federated-analytics vantage6
Language:Python 2
mary-python / agm-cgm
Quantifying statistical heterogeneity using a single-client skewness measure
differential-privacy dispersion federated-analytics federated-learning meta-analysis skewness statistical-heterogeneity
Language:Python 1
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
Health-Informatics-UoN / hutch-relay
A Federated Proxy for Cohort Discovery Task API.
csharp federated-analytics
Language:C#
MaastrichtU-BISS / v6-colnames-py
Vantage6 algorithm that returns column names
federated-analytics vantage6
Language:Python