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Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design
PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms
[ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training
Fair Resource Allocation in Federated Learning (ICLR '20)
A TensorFlow Implementation of Fast Gradient Sign Method (FGSM)
An Industrial Level Federated Learning Framework
A framework for implementing federated learning
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
Code and data accompanying the FedGen paper
FedMD: Heterogenous Federated Learning via Model Distillation
status of GLaDOS
GRACE - GRAdient ComprEssion for distributed deep learning
基于Github Action的定时HITsz疫情上报脚本,开箱即用
Simulate a federated setting and run differentially private federated learning.
This repo contains all of my TensorFlow tutorials
神经网络压缩集大成
AAAI2022: SmartIdx: Reducing Communication Cost in Federated Learning by Exploiting the CNNs Structures
Simple and ready-to-use tutorials for TensorFlow
Deep learning library featuring a higher-level API for TensorFlow.
This repository contains demos I made with the Transformers library by HuggingFace.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.