545 Open source projects that are alternatives of or similar to Fate

Healthcare-Researcher-Connector Package: Federated Learning tool for bridging the gap between Healthcare providers and researchers

tf implementation of federated learning

This is a collection of papers and other resources related to fairness.

Proof of Concept of a Federated Learning framework that maintains the privacy of the participants involved.

CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)

The origin of the Non-IID phenomenon is the personalization of users, who generate the Non-IID data. With Non-IID (Not Independent and Identically Distributed) issues existing in the federated learning setting, a myriad of approaches has been proposed to crack this hard nut. In contrast, the personalized federated learning may take the advantage…

Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datasets to model performance.

Federated gradient boosted decision tree learning

电力人工智能数据竞赛——安全帽未佩戴行为目标检测赛道基准模型

Federated posterior averaging implemented in JAX

Full stack service enabling decentralized machine learning on private data

Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.

An experimental platform to quickly realize and compare with popular centralized federated learning algorithms. A realization of federated learning algorithm on fairness (FedFV, Federated Learning with Fair Averaging, https://fanxlxmu.github.io/publication/ijcai2021/) was accepted by IJCAI-21 (https://www.ijcai.org/proceedings/2021/223).

Tenacity is an easy-to-use, privacy-friendly, FLOSS, cross-platform multi-track audio editor/recorder for Windows, macOS, Linux and other operating systems. Project currently on an indefinite hiatus.

电力人工智能数据竞赛——液压吊车目标检测赛道

Privacy Preserving Vertical Federated Learning

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

The core runtime engine for Ambianic Edge devices.

generative algorithm

Detecting skin cancer in encrypted images with TensorFlow

A privacy-preserving app for comparing last-known locations of coronavirus patients

This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

基于区块链的符合W3C DID和Verifiable Credential规范的分布式身份解决方案

A C++ Implementation of Short Randomizable Signatures (PS Signatures) and EL PASSO (Privacy-preserving, Asynchronous Single Sign-On)

Fate is a modern science chinese name create tool.

Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)

MixEth: efficient, trustless coin mixing service for Ethereum

Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)

一个FGO脚本和API　フェイトグランドオーダー自動化

SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things

Federated Learning mini-framework with Keras

mirror of https://mypdns.org/my-privacy-dns/matrix as it is obviously no longer safe to do Girhub nor have we no longer any trust in them. See https://mypdns.org/my-privacy-dns/porn-records/-/issues/1347

BitMagic Library

Privacy -preserving Neural Networks

Standard federated learning implementations in FedLab and FL benchmarks.

Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Hot topics and good research groups. Paper summary

The repo for the FeTS Challenge

Federated Learning on HyperLedger Aries

Here is the official implementation of the model KD3A in paper "KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation".

FedNLP: An Industry and Research Integrated Platform for Federated Learning in Natural Language Processing, Backed by FedML, Inc. The Previous Research Version is Accepted to NAACL 2022

A curated list to learning and practicing about algorithm.

DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)

Model-Contrastive Federated Learning (CVPR 2021)

Federated Principal Component Analysis Revisited!

Federated Learning based Deep Learning. Docs: https://fets-ai.github.io/Front-End/

FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)

Implementation of Federated Learning to Person Re-identification (Code for ACMMM 2020 paper)

Bachelor's Thesis in Computer Science: Privacy-Preserving Federated Learning Applied to Decentralized Data

💻 A fast and flexible O(n) difference algorithm framework for Swift collection.

The implementation of "Towards Faster and Better Federated Learning: A Feature Fusion Approach" (ICIP 2019)

Substra is a framework for traceable ML orchestration on decentralized sensitive data.

FedScale is a scalable and extensible open-source federated learning (FL) platform.

a recommender engine node-js package for general use and easy to integrate.

Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)

Substitute for bloom filter.

📚 collection of JavaScript and TypeScript data structures and algorithms for education purposes. Source code bundle of JavaScript algorithms and data structures book

不可替代的团队领袖培养计划

A scalable, high-performance serving system for federated learning models

FedGroup, A Clustered Federated Learning framework based on Tensorflow