A collection of Google research projects related to Federated Learning and Federated Analytics.
Mobi is a decentralized, federated, and distributed graph data platform for teams and communities to publish and discover data, data models, and analytics that are instantly consumable.
NVIDIA Federated Learning Application Runtime Environment
This repo will be continually updating analytic federated learning methods.
Federate Queries to Databricks from SAP Datasphere for Real-Time Analytics
Local-first federated analytics query engine using DuckDB.
#计算机科学#Flower: A Friendly Federated AI Framework
翻译 - Flower - 一个友好的联邦学习框架
Simulate a federated setting and run differentially private federated learning.
#算法刷题#An Industrial Grade Federated Learning Framework
翻译 - 工业级联合学习框架
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
An open-source framework for machine learning and other computations on decentralized data.
翻译 - 实施联合学习的框架
Simple, open source, lightweight (< 1 KB) and privacy-friendly web analytics alternative to Google Analytics.
翻译 - Google Analytics(分析)的一种简单且易于使用的隐私替代方案
BigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray
翻译 - Apache Spark上的分布式Tensorflow,Keras,PyTorch和BigDL
Lightweight analytics reporting and publishing tool for Digital Analytics Program's Google Analytics 360 data.
DX Analytics | Financial and Derivatives Analytics with Python
Federated Matrix Identity Server
Federated Deep Learning in PaddlePaddle
Federated Knowledge Extraction Framework
A federated bulletin board
Federated Messaging with ZeroMQ
React Google Analytics Module
翻译 - 反应Google Analytics模块
Leaf: A Benchmark for Federated Settings
Federated Multi-Task Learning
Interactive data analytics