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Subsample and Aggregate Example

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还没有人认领这个 Issue。

评估

难度
4/5
预计耗时
3-5 天
新手友好度
25/100
Issue 类型
功能
描述清晰度
基本清楚
活跃度
停滞
技术栈
python
领域
security

调研方向

Start by locating the existing restaurant example in the PyDP codebase and reviewing how examples are structured. Add an example of the Subsample and Aggregate mechanism, including the proposed-test-release extension, and determine whether it fits as an integrated PyDP example. Done means the example demonstrates the requested workflow and its aggregation options clearly.

由索引模型根据 Issue 内容生成。

描述

Type: New Feature :heavy_plus_sign:

Feature Description

I would like to write an example of SubSample and Aggregate mechanism with the existing restaurant example. Further, I would also like to extend it with "Propose-test-Release". Subsample and aggregate is a great and simple method of attaining privacy by splitting the dataset into smaller datasets computing a query and the aggregating them according to aggregation mechanism(median, α-trimmed mean, etc).

This will first be an example, maybe we can integrate as part of PyDP codebase ?

主要语言
Python
星标
550
派生
142
PR 合并指标
30 天内没有已合并 PR

环境准备

  • 提供 Dockerfile 或 Docker Compose 文件
  • 没有 Pull Request 模板
  • 阅读贡献指南

从这里开始

  1. 先读完整个 Issue,再读项目的贡献指南。
  2. 在 Issue 下留言说明你要接手 —— 这能避免两个人做同样的事。
  3. Fork 仓库,在一个分支上完成修改。
  4. 提交 Pull Request,并在描述里引用这个 Issue 编号。

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