Pagerank Python Packages

torch-ppr

(Personalized) Page-Rank computation using PyTorch

evalica

Evalica, your favourite evaluation toolkit

veridge

The always-fresh, low-token map of a whole project — docs, code (to the symbol, multi-language), decisions — unified in one graph, ranked by PageRank, served to AI and humans. Zero-deps core.

pypetgraph

pypetgraph 是基于 Rust 著名图计算库 petgraph 的 Python 高性能封装。它利用 PyO3 实现了近乎原生的 Rust 计算速度，支持在节点和边上存储任意 Python 对象，并针对多核并发和异步 IO 进行了深度优化。

fasttextrank

中文文本摘要/关键词提取

apexgraph

Apex-relevance subgraph retrieval for AI agents — feed your LLM the most relevant slice of a knowledge graph, within a token budget.

textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

zotero-cli-tool

Tinyscript tool for sorting and exporting Zotero references based on pyzotero

chaosrank-cli

Risk-driven chaos experiment scheduler. Ranks which microservice to break next using service topology and incident history. 9.8x faster weakness discovery vs random selection.

ai-code-compass

Fast code map generator for AI coding assistants - Save 99%+ tokens

danker

Compute PageRank on large graphs with off-the-shelf hardware.

weft-graph

Local-first knowledge graph for browser tabs. Louvain clustering, PageRank, MCP server for AI assistants, Chrome extension, CLI. 100% private.

grepmap

AI-powered codebase navigator using PageRank and tree-sitter

repowiki

Open-source DeepWiki alternative - generate comprehensive wiki documentation for any codebase

graph2sql

Graph-based schema analysis for text-to-SQL. Build schema graphs, rank relevant nodes with Personalized PageRank, and extract LLM-ready context. No LLM dependency — bring your own model.

search-engine-cpp

Search Engine is a project that implements a basic search engine using C++, Python, and Cython. It builds a reverse index and ranks pages with the PageRank algorithm based on keyword relevance and page importance.

cognitive-kernel

Minimal, verifiable implementation of persistent long-term memory for AI agents

pynutshell

An unsupervised text summarization and information retrieval library under the hood using natural language processing models

chaosrank

Risk-driven chaos experiment scheduler — rank which microservice to chaos-test next