ai-agent

DeepInf: Predict Social Influence with Graph Neural Networks

Name: DeepInf: Predict Social Influence with Graph Neural Networks
Author: xptree

Leverage DeepInf to forecast how ideas spread across networks, helping founders optimize viral marketing and community growth. Built in Python with PyTorch.

From the repo · “DeepInf: Social Influence Prediction with Deep Learning”

300 stars86 forksPythonGuide quality 9/10 · reviewed Oct 10Updated 7/13/2020100% free · open source

What it does

DeepInf analyzes social networks to predict the influence of individuals using deep learning and graph networks

When to use it

•When you need to identify key influencers in a social network
•When analyzing the spread of information or trends in social media
•When developing strategies for marketing or outreach campaigns

Ready-to-paste prompt

python main.py --data_path social_network_data.csv --model gat --predict_influence

Heads up: Ensure you have PyTorch and PyTorch Geometric installed, as they are required dependencies, by running 'pip install torch torch-geometric'

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/deepinf && curl -fsSL https://workflowstacks.com/api/skills/deepinf/claude-skill -o ~/.claude/skills/deepinf/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

What's inside — free to inspect

No purchase needed

Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.

top-level files

folders

86.1M

source size

MIT

license

Key files

README.md

File tree

src/

LICENSE

README.md

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/deepinf && curl -fsSL https://workflowstacks.com/api/skills/deepinf/claude-skill -o ~/.claude/skills/deepinf/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

xptree

Language

Python

Do this with a working workflow

Pages we wrote and tested that put a skill like this to work — importable n8n templates, outcome guides and Claude Desktop configs.

Outcome guide

Repurpose blog posts into social media content

Paste one piece of content into a private form and the workflow emails you back four ready-to-post formats — LinkedIn, X thread, Instagram, and an email blurb — all in the original’s voice.

MCP config