wqruan

bitcoin

Bitcoin Core integration/staging tree

tidb

TiDB is an open-source, cloud-native, distributed, MySQL-Compatible database for elastic scale and real-time analytics. Try AI-powered Chat2Query free at : https://www.pingcap.com/tidb-serverless/

HarmonyOS

A curated list of awesome things related to HarmonyOS. 华为鸿蒙操作系统。

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

libsvm

LIBSVM -- A Library for Support Vector Machines

OpenNRE

An Open-Source Package for Neural Relation Extraction (NRE)

bigchaindb

Meet BigchainDB. The blockchain database.

differential-privacy

Google's differential privacy libraries.

fastHan

fastHan是基于fastNLP与pytorch实现的中文自然语言处理工具，像spacy一样调用方便。

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.

seedlab

Syracuse SEED labs in shiyanlou.com

EvaluatingDPML

This project's goal is to evaluate the privacy leakage of differentially private machine learning models.

themis-ml

A library that implements fairness-aware machine learning algorithms

LDP_Protocols

Sample LDP implementation in Python

ML-Leaks

Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"

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

SVM

支持向量机的python实现

fair_ERM

Fair Empirical Risk Minimization (FERM)

coin-press

[NeurIPS 2020] Simple and practical private mean and covariance estimation.

prochlo

Fair-PCA

Code of Fair PCA algorithm introduced in the paper "The Price of Fair PCA: One Extra Dimension"

dp-finder

Differential Privacy Testing System

cs387

Udacity Applied Cryptography Course Materials

functional_mechanism

Ensuring-Fairness-Beyond-the-Training-Data

Linear programs to check for machine learning fairness.

FairDP

auditing and learning fair classifiers