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Showing results
Jupyter Notebook 5 1 Updated Jun 1, 2024

Making your benchmark of optimization algorithms simple and open

Python 244 61 Updated Sep 25, 2024
Python 1 Updated Apr 30, 2024

Crowdsourcing library for Python

Python 14 5 Updated Jun 28, 2024

DecLearn - a modular and extensible python framework for Federated Learning [MIRROR]

Python 7 Updated Jul 26, 2024

A collaborative learning framework for empowering biomedical research

Python 36 4 Updated Sep 27, 2024

Federated Conformal Prediction with Quantile-of-Quantiles (FedCP-QQ)

Jupyter Notebook 11 3 Updated Aug 16, 2023

FairGrad, is an easy to use general purpose approach to enforce fairness for gradient descent based methods.

Python 14 1 Updated Oct 2, 2023

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.

Python 196 23 Updated Jun 19, 2024

Metric learning algorithms in Python

Python 1,396 233 Updated Aug 3, 2024

Differentially Private Federated Learning on Heterogeneous Data

Python 57 11 Updated Feb 22, 2022

code of the paper Privacy Amplification by Decentralization

Python 4 Updated Feb 22, 2022

Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)

Python 152 28 Updated Nov 7, 2022

A conda-smithy repository for metric-learn.

2 4 Updated May 12, 2024

Sparse Compositional Metric Learning

MATLAB 4 Updated Dec 18, 2018

High-Dimensional Similarity Learning

MATLAB 4 Updated Sep 3, 2019
Python 4 2 Updated Feb 19, 2016

Solve trace norm minimization with this distributed Frank-Wolfe framework implemented in Apache Spark.

HTML 6 2 Updated Dec 7, 2017

Distributed Frank-Wolfe Algorithm

Groff 1 Updated Dec 22, 2016

scikit-learn: machine learning in Python

Python 59,566 25,295 Updated Sep 29, 2024
HTML 1 Updated Dec 12, 2016