Pagerank Python Packages

evalica

Evalica, your favourite evaluation toolkit

torch-ppr

(Personalized) Page-Rank computation using PyTorch

repowiki

Open-source DeepWiki alternative — generate comprehensive wiki documentation for any codebase from terminal or browser

velographx

High-performance C++20 + Python engine for dynamic and incremental graph analytics on evolving graphs — BFS, SSSP, connected components, triangles, k-core and PageRank.

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。

textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

fasttextrank

中文文本摘要/关键词提取

zotero-cli-tool

Tinyscript tool for sorting and exporting Zotero references based on pyzotero

codesextant

Local code map service for AI agents. Import-resolved symbol graph over Python and TypeScript/JavaScript, weighted PageRank, token-budgeted output. One shared daemon, no cloud, no API keys.

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.

danker

Compute PageRank on >4 billion Wikipedia links on off-the-shelf hardware.

metal-graph

Metal-native graph analytics for Apple Silicon

ai-code-compass

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

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.

apexgraph

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

grepmap

AI-powered codebase navigator using PageRank and tree-sitter

weft-graph

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

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.

pynutshell

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

graph2sql

Assist your agents that answer business questions against databases

linkrank

Internal PageRank (Link Score) & keyword-cannibalization auditor — free & open-source. No paid APIs.