Awesome GitHub RepositoriesGraph Visualization Libraries

Netron is a visualizer for neural network and machine learning models. It provides a graphical interface that renders model architectures as interactive node-link diagrams, allowing users to inspect internal layers, tensors, and metadata. By performing static analysis, the tool enables the examination of model definitions without executing the underlying machine learning code. The software distinguishes itself through a schema-driven parsing engine that translates diverse proprietary model formats into a unified internal graph structure. This approach ensures interoperability, allowing users

NetworkX is a Python library designed for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks. It provides a comprehensive framework for modeling relationships between entities as graphs, directed graphs, or multigraphs, allowing users to attach arbitrary metadata and properties to nodes and edges. The library distinguishes itself through a modular architecture that decouples graph analysis logic from data storage, utilizing nested dictionaries and adjacency lists to manage topology. It features a pluggable backend system that delegates computat

sigma.js is a JavaScript graph visualization library and WebGL network renderer designed for drawing large-scale network graphs in web browsers. It functions as a high-performance engine capable of rendering network structures containing thousands of nodes and edges interactively. The library provides a customizable graph engine that allows for the creation of specialized visualizations using low-level graphics primitives and custom drawing layers. It supports the rendering of diverse node shapes, such as images or piecharts, and enables the integration of graph visualizations as overlays on

Cytoscape.js is a JavaScript library designed for rendering interactive node-link diagrams and analyzing complex network structures directly within a web browser. It functions as a comprehensive framework for building responsive graph interfaces, providing the tools necessary to visualize relational datasets and manage hierarchical data models. The library distinguishes itself through a modular architecture that supports custom layout algorithms and rendering styles, allowing for the integration of physics-based engines to organize complex network structures automatically. It utilizes an even

litegraph.js is a JavaScript dataflow framework and visual node graph engine used to define programmable logic and data flow. It provides a node-based visual programming tool for designing complex logic through connected functional blocks. The library allows for the creation of hierarchical logic by nesting multiple nodes into recursive subgraphs. It also supports the development of custom node types with unique inputs and outputs, as well as custom widgets and live views that can hide the underlying graph structure to present a visual interface. The engine enables the execution of logic gra

3d-force-graph is a WebGL-accelerated component for rendering interactive network graphs in three-dimensional space. Built on the ThreeJS library, it positions nodes using a force-directed physics simulation that can be driven by either a D3-force or ngraph engine, producing dynamic layouts that users can rotate, zoom, and pan using mouse, keyboard, or touch controls. The component distinguishes itself through comprehensive camera control capabilities, including programmatic positioning, animated transitions, automatic timed orbiting, and zoom-to-fit functionality that frames all nodes within

यह C++ डेटा विज़ुअलाइज़ेशन लाइब्रेरी एक वैज्ञानिक प्लॉटिंग फ्रेमवर्क है जिसका उपयोग 2D और 3D चार्ट, नेटवर्क ग्राफ और भौगोलिक मानचित्र बनाने के लिए किया जाता है। यह एक मल्टी-बैकएंड ग्राफिक्स लाइब्रेरी के रूप में कार्य करती है, जो विभिन्न आउटपुट बैकएंड का समर्थन करने के लिए निम्न-स्तरीय रेंडरिंग इंजन से उच्च-स्तरीय प्लॉटिंग लॉजिक को अलग करती है। यह प्रोजेक्ट अपने दोहरे-इंटरफेस API के साथ खुद को अलग करता है, जो तेजी से प्रोटोटाइपिंग के लिए एक वैश्विक कार्यात्मक इंटरफेस और सटीक नियंत्रण के लिए एक ऑब्जेक्ट-ओरिएंटेड इंटरफेस दोनों प्रदान करता है। इसमें टाइल वाले ग्रिड और सबप्लॉट्स को प्रबंधित करने के लिए एक कंपोनेंट-आधारित लेआउट इंजन है, साथ ही एक लेयर्ड प्लॉट स्टेट है जो कुल्हाड़ियों (axes) को साफ किए बिना कई डेटा सीरीज़ को ओवरले करने की अनुमति देता है। यह लाइब्रेरी गणितीय फ़ंक्शन प्लॉटिंग, वेक्टर फील्ड्स और हीटमैप व समानांतर निर्देशांक के माध्यम से बहुआयामी डेटा विश्लेषण सहित विज़ुअलाइज़ेशन क्षमताओं की एक विस्तृत श्रृंखला को कवर करती है। इसमें भौगोलिक डेटा विज़ुअलाइज़ेशन के लिए विशेष टूल्स शामिल हैं, जैसे कि जियोबबल और जियोडेंसिटी प्लॉट्स, साथ ही निर्देशित और अनिर्देशित ग्राफ नेटवर्क को रेंडर करने के लिए टूल्स। सामान्य क्षमताओं में एक्सिस प्रबंधन, कलरमैप के साथ सौंदर्यपरक स्टाइलिंग और उच्च-गुणवत्ता वाले ग्राफिक्स का निर्यात शामिल है। यह प्रोजेक्ट विभिन्न ऑपरेटिंग सिस्टमों में इंस्टॉलेशन की सुविधा के लिए बिल्ड ऑटोमेशन और डिपेंडेंसी पुनर्प्राप्ति के लिए CMake का उपयोग करता है।

Butterfly is an interactive graph visualization library and SVG-based diagramming engine used to build node-based workflow designers and visual flow editors. It provides a framework for rendering interconnected nodes, edges, and groups to model technical architectures, business processes, and data-driven workflows. The project is distinguished by its ability to integrate custom UI components as graph nodes and its specialized support for data lineage visualization. It enables the mapping of relationships between data fields, tables, and business entities to track provenance and monitor workfl

Kùzu is an embedded property graph database engine designed for high-performance analytical queries and local data management. It operates as a library within the host application process, utilizing a columnar-based storage architecture and just-in-time query compilation to execute complex graph traversals and pattern matching efficiently. By mapping database files directly into system memory, it ensures data durability and high-speed access while maintaining ACID-compliant transactional integrity. The engine distinguishes itself by integrating vector similarity search and full-text search di

react-force-graph is a React component for rendering interactive 2D and 3D network visualizations using a force-directed layout engine. It functions as an interactive data visualization library that employs D3-force simulations to manage node physics and relationship positioning. The library includes a 3D visualization tool that utilizes ThreeJS to render complex nodes and links within an immersive space. It provides programmatic control over zooming, panning, and viewport navigation, alongside a coordinate-to-object picking mechanism for handling user interactions like clicks, hovers, and dr

Diagram Maker is a web-based library designed for building interactive graph visualization and data modeling tools. It provides a framework for rendering node and link structures, allowing users to create custom editing environments where complex data relationships can be visualized and manipulated directly in the browser. The library utilizes a modular, plugin-driven architecture that enables developers to extend the core editing functionality to meet specific requirements without altering the underlying source code. It manages the application state through a centralized, immutable store, en

Relation-graph is a frontend library designed for building interactive node-link diagrams and relationship visualizations within web applications. It provides a framework for rendering complex network structures that support manual manipulation, including zooming, dragging, and real-time structural editing. The library distinguishes itself through a framework-agnostic core that separates graph layout logic from the rendering layer. This architecture enables developers to inject custom HTML or framework-specific components directly into graph nodes and edges, allowing for highly tailored visua