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imcjp's Projects

bcdsvdppexp icon bcdsvdppexp

This project provides the source code of the paper "An Efficient Solution Algorithms for SVD Recommendation Model with Implicit Feedback"

cvxpy icon cvxpy

A Python-embedded modeling language for convex optimization problems.

dphtr icon dphtr

We provide a Matlab implementation of differential privacy hierarchical tree release(DPHTR). This implementation is based on the generation matrix proposed by Cai et al. and significantly improves the consistent release performance of DPHTR.

dptrajexperiments icon dptrajexperiments

本项目实现自《差分隐私下满足一致性的轨迹流量发布方法》,作者蔡剑平

fdaexperiments icon fdaexperiments

本项目实现自计算机科学与探索文章《基于矩阵机制的差分隐私连续数据发布方法》,作者蔡剑平。

fghaexperiments icon fghaexperiments

The experiment of "An Efficient Method for Solving a Class of Gauss Hypergeometric Functions in Wireless Communication". The copyright belongs to Jianping Cai.

fldpcr icon fldpcr

In this project, we introduce the idea of differential privacy continuous data release (DPCR) into Federated Learning, which significantly improves the learning accuracy.

fldpcr-aubcr icon fldpcr-aubcr

In this project, we propose a novel DPCR model called augmented binary-indexed-tree-based continuous data release (AuBCR) model. This model effectively boosts the learning accuracy of FLDPCR.

fptexperiment icon fptexperiment

The experiment of "A Fast Algorithm for Solving a kind of Gauss Hypergeometric Functions in Wireless Communication Based on Pfaff transformation". The copyright belongs to Jianping Cai.

mineproj icon mineproj

本项目服务于蔡剑平的《JAVA程序设计》课程,提供给学生作为项目设计的参考。

myjupyter icon myjupyter

MyJupyter是一款支持Python和Java的可移动Jupyter软件包。放在U盘里可以轻松实现即插即用,简单快捷的软件开发。

myproj icon myproj

层次开发框架(Hierarchical Development Framework,HDF),用于科学地开发项目

opacus-dpcr icon opacus-dpcr

We extend Opacus for private learning and design a new framework Opacus-DPCR to support private learning with differential privacy continuous data release (DPCR). Opacus-DPCR integrates various DPCR models and keeps high compatibility with the original Opacus framework.

pdlm icon pdlm

个人文献标签化管理软件面向个人科研工作者提供本地化的文献管理服务,科研工作者需要将参考文献或相关资料下载并放置与该软件所在文件夹或子文件中,通过该软件进行管理。软件设计的核心**是利用标签管理文献,用户可以对加入该软件的每个文献打上若干个标签,然后可以根据标签对文献进行分类、检索等操作。

pterosaursgrowthexp icon pterosaursgrowthexp

This project is Written for the paper "The Growth Pattern of Pterosaurs Based on Logistic Growth Model". Author is Jianping Cai.

sparsemat icon sparsemat

Java稀疏矩阵源码,能够用接近Matlab的编码方式开发设计

squarnormeigvecfromeigvals icon squarnormeigvecfromeigvals

本代码参考了Peter Denton、陶哲轩等人最新发表的文章"Eigenvectors from Eigenvalues"[1],实现了该文章的算法**,并对算法结果进行了验证

tankproj icon tankproj

本项目是一个坦克大战的JAVA代码实现,参考自教材《JAVA程序设计任务驱动教程》。项目内不含代码,用于提供学生作为完成学习任务的参考。

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