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0xdeca10b

Sharing Updatable Models (SUM) on Blockchain

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

bflc-demo

This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning framework with Committee consensus (BFLC). Without a centralized server, the framework uses blockchain for the global model storage and the local model update exchange.

crowdbc

We provide about the User Giude of CrowdBC with english version and chinese version.

datashapley

Data Shapley: Equitable Valuation of Data for Machine Learning

fate

An Industrial Grade Federated Learning Framework

gs-wgan

Official implementation of "GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators" (NeurIPS 2020)

label_dp_antipodes

Code to reproduce experiments in "Antipodes of Label Differential Privacy PATE and ALIBI"

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

lshash

locality sensitive hashing (LSHASH) for Python3

multisender

Token Multisender Dapp smart contract. Airdrop tokens. Batch sending ERC20, ETH, Ethereum tokens. Send thousands of transfers in a few transactions. It can help user to save more tx fee and time than sending one by one

paper_17_randomness

Randhound and Randherd implementation for IEEE SnP '17 paper

rappor

RAPPOR: Privacy-Preserving Reporting Algorithms

resnet1d

A PyTorch implementation of ResNet/ResNeXt with 1D conv (pad same), and its application on ECG data

shap

A game theoretic approach to explain the output of any machine learning model.

vbfl