Wenqiang Ruan's starred repositories
lihang_book_algorithm
致力于将李航博士《统计学习方法》一书中所有算法实现一遍
bigchaindb
Meet BigchainDB. The blockchain database.
differential-privacy
Google's differential privacy libraries.
ml_privacy_meter
Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.
PyVertical
Privacy Preserving Vertical Federated Learning
fair-classification
Python code for training fair logistic regression classifiers.
EvaluatingDPML
This project's goal is to evaluate the privacy leakage of differentially private machine learning models.
LDP_Protocols
Sample LDP implementation in Python
smartnoise-core-python
Python language bindings for smartnoise-core.
dpml-benchmark
This repository contains the codes for first large-scale investigation of Differentially Private Convex Optimization algorithms.
mortality-prediction
Real time mortality prediction in the MIMIC-III database
coin-press
[NeurIPS 2020] Simple and practical private mean and covariance estimation.
Ensuring-Fairness-Beyond-the-Training-Data
Linear programs to check for machine learning fairness.