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DictPFL-Demo

This Claude Skill implements and demonstrates DictPFL, a privacy-preserving federated learning method using homomorphic encryption and gradient compression via dictionary decomposition and pruning.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
1
Hot score
77
Updated
March 20, 2026
Overall rating
C0.4
Composite score
0.4
Best-practice grade
F0.0

Install command

npx @skill-hub/cli install jqxue1999-dictpfl-demo
federated-learninghomomorphic-encryptionprivacymachine-learningpytorch

Repository

jqxue1999/jqxue1999-dictpfl-demo

This Claude Skill implements and demonstrates DictPFL, a privacy-preserving federated learning method using homomorphic encryption and gradient compression via dictionary decomposition and pruning.

Open repository

Best for

Primary workflow: Run DevOps.

Technical facets: Full Stack, Security.

Target audience: everyone.

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: jqxue1999.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install DictPFL-Demo into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://www.skillhub.club/skills/jqxue1999-dictpfl-demo before adding DictPFL-Demo to shared team environments
  • Use DictPFL-Demo for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

DictPFL-Demo | SkillHub