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Repository of a software system for generating synthetic personal data based on the Bayesian network block structure
Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget
Differentially Private Hamiltonian Monte Carlo
Differentially Private Markov Chain Monte Carlo (NeurIPS 2019)
Cross platform C liblary of the Bayesian network including learning algorithm which was optimized by dynamic programming of Silander and Myllymaki(2006).
Machine learning algorithms implemented by pure numpy
Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.
PrivaBayes 算法的Python实现,使用ntlcs数据集,算法时间复杂度较高,可以输出txt文档,无注释
建立基于差分隐私的贝叶斯网络,使得结构化数据同时兼备隐私性与效用性
An implementation of PrivBayes on distributed data.
只用于练习使用python编程
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.