Stars
Making your benchmark of optimization algorithms simple and open
DecLearn - a modular and extensible python framework for Federated Learning [MIRROR]
A collaborative learning framework for empowering biomedical research
Federated Conformal Prediction with Quantile-of-Quantiles (FedCP-QQ)
FairGrad, is an easy to use general purpose approach to enforce fairness for gradient descent based methods.
Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to beat the leaderboard.
Metric learning algorithms in Python
Differentially Private Federated Learning on Heterogeneous Data
code of the paper Privacy Amplification by Decentralization
Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)
A conda-smithy repository for metric-learn.
Solve trace norm minimization with this distributed Frank-Wolfe framework implemented in Apache Spark.
scikit-learn: machine learning in Python