Network Analysis in Python
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Updated
Nov 12, 2026 - Python
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Network Analysis in Python
python graph-algorithms graph-theory complex-networks graph-visualization graph-generation graph-analysis
High-performance open-source in-memory graph database for GraphRAG, AI memory, agentic AI, and real-time graph analytics. Cypher-compatible, built in C++.
streaming kafka ai graph graph-algorithms nosql graph-database cypher graph-analysis ai-agents opencypher context-graph ai-memory graphrag enterprise-context
StellarGraph - Machine Learning on Graphs
python data-science machine-learning deep-learning graphs machine-learning-algorithms networkx graph-data graph-analysis graph-machine-learning link-prediction graph-convolutional-networks gcn saliency-map interpretability geometric-deep-learning graph-neural-networks heterogeneous-networks stellargraph-library
cuGraph - RAPIDS Graph Analytics Library
graph graph-algorithms gpu cuda nvidia complex-networks graph-analysis graphml graph-framework rapids
Graph-aware TUI for the Beads issue tracker: PageRank, critical path, kanban, dependency DAG visualization, and robot-mode JSON API
GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs
big-data spark apache-spark graph-algorithms graphs pyspark graph-theory networks dataframe dataframes graph-analysis network-motifs connected-components network-motif
🌌 A React toolkit for graph visualization based on G6.
G6VP is an online visual analysis tool for graphs and a low-code platform for building graph applications.
react visualization graphviz typescript neo4j graph network graphs data-visualization knowledge-graph business-intelligence graph-database graph-visualization network-visualization graph-drawing graph-analysis low-code g6
NetworKit is a growing open-source toolkit for large-scale network analysis.
python cpp graph-algorithms complex-networks parallel-algorithm network-analysis graph-generation graph-analysis dynamic-networks
Header-Only C++ Library for Graph Representation and Algorithms
machine-learning algorithm algorithms cpp graph graph-algorithms partitioning-algorithms header-only cpp17 search-algorithm partitioning cpp-library hacktoberfest dfs-algorithm graph-analysis dijkstra-algorithm bfs-algorithm cycle-detection graph-theory-algorithms hacktoberfest-accepted
Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 287 commands, 246 MCP tools, change-safety gates, audit evidence, zero API keys.
refactoring python cli tree-sitter sqlite mcp static-analysis code-analysis developer-tools code-review code-quality software-architecture graph-analysis ai-agents code-intelligence local-first code-graph ai-coding model-context-protocol mcp-server
Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!
python data-science machine-learning computer-vision deep-learning pytorch transfer-learning graph-analysis domain-adaptation meta-learning medical-image-analysis multimodal-learning multimodal knowledge-aware-learning
A graph-focused data visualisation and interactive analysis application.
An open source, standard data file format for graph data storage and retrieval.
GraphBLAS for Python
python graph-algorithms graphs matrix linear-algebra ipynb suitesparse graph-analysis semirings graphblas
A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.
python graph-algorithms community-detection networkx complex-networks ricci-flow graph-analysis ricci-curvature graph-similarity forman-curvature
CompleX Group Interactions (XGI) is a Python package for higher-order networks.
depthmapX is a multi-platform Spatial Network Analysis Software
architecture spatial-analysis agent-based-modeling network-analysis graph-analysis visibility-graph visibility-analysis urban-design agent-based-simulation space-syntax
Reference mobile app for BrightID
social identity cryptography mobile network peer-to-peer decentralized blockchain verification mobile-app social-network-analysis social-graph graph-analysis unique bounties uniqueness identity-network brightid
depthmapX is a multi-platform Spatial Network Analysis Software
windows linux c-plus-plus qt graph-algorithms architecture network-science urban-planning macosx spatial-analysis agent-based-modeling network-analysis design-tools graph-analysis visibility-graph spatial-statistics visibility-analysis urban-design agent-based-simulation space-syntax
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