kelenlv Goto Github PK
Name: lvkexin
Type: User
Company: Shanghai Jiao Tong University
Location: shanghai
Name: lvkexin
Type: User
Company: Shanghai Jiao Tong University
Location: shanghai
Byzantine-resilient distributed SGD with TensorFlow.
Anonymous Github is a proxy server to support anonymous browsing of Github repositories for open-science code and data.
list of resources for federated learning and privacy in machine learning
Federated Learning Library: https://fedml.ai
A curated repository for various papers in the domain of split learning.
Bagua is a flexible and performant distributed training algorithm development framework.
Worked examples
Canonical Correlation Analysis Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic methods in a scikit-learn style framework
CDML baseline
Differentiable architecture search for convolutional and recurrent networks
Python for “Deep Learning”,《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
Exercises of deep learning tutorial from Stanford University
Distributed Newton-Type Optimization Method
Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)
A Decentralized Algorithm for Kernel Principal Component Analysis
An Industrial Level Federated Learning Framework
On the Convergence of FedAvg on Non-IID Data
[ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization
Federated Learning - PyTorch
SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things
Streaming, Memory-Limited, Federated PCA Revisited!
Code and data accompanying the FedGen paper
A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)
FedNAS: Federated Deep Learning via Neural Architecture Search
Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?
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.