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Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。
Paraphrasing Complex Network: Network Compression via Factor Transfer Code (NeurIPS 2018)
PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visual classification. Client distributions are synthesized with arbitrary non-identicalness and imbalance (Dirichlet priors). Client systems can be arbitrarily heterogeneous. Several mobile-friendly models are provided
Feature Fusion for Online Mutual Knowledge Distillation Code
KPCA for dimensionality reduction, feature extraction , fault detection, and fault diagnosis
Personalized federated learning simulation platform with non-IID and unbalanced dataset
PyTorch implementation of SDAE (Stacked Denoising AutoEncoder)
PyTorch implementations of Generative Adversarial Networks.
Build your neural network easy and fast
Stacked Denoising AutoEncoder
Code release for Transferable Adversarial Training: A General Approach to Adapting Deep Classifiers (ICML2019)
Everything about Transfer Learning and Domain Adaptation--迁移学习
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.