Awesome GitHub RepositoriesGraph Node Visualizations

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

This project is a browser-based machine learning education tool and neural network sandbox. It provides an interactive environment for experimenting with network architectures and hyperparameters to understand deep learning concepts. The tool functions as a visualizer for TensorFlow neural networks, allowing users to see how models learn and classify data in real time. It enables the prototyping of model architectures to observe how different hidden layers and neurons affect a network's ability to solve specific data patterns. The system covers neural network architecture and operation visua

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

Rerun is a multimodal data visualizer and robotics data logger designed for rendering synchronized streams of 3D spatial data, images, and time-series metrics. It functions as a tool for capturing high-frequency sensor data and AI outputs into a queryable columnar format, providing a dedicated interface for viewing MCAP recording files and analyzing physical environments. The project distinguishes itself as a machine learning dataset streamer, capable of feeding logged recordings directly into GPU buffers and PyTorch training pipelines without intermediate exports. It supports a high-performa

GraphQL Voyager is a schema visualizer and data model explorer that provides an interactive graph representation of a GraphQL API. It serves as a documentation tool for inspecting types and fields by transforming schema introspection data into a visual interface. The tool maps the relationships between different types and fields, allowing for the analysis of complex data models and their connections. Users can filter the visual representation to remove deprecated fields or wrapper classes and use a dedicated information panel to examine technical specifications for specific data types.

vis is a JavaScript data visualization library used to render interactive networks, timelines, and graphs directly in the web browser. It functions as a relational data mapper and browser-based charting tool, turning complex structured data into dynamic visual patterns to expose entity relationships. The library provides specialized tools for force-directed network graphs, where relational data is represented as interactive nodes and edges. It also includes an interactive timeline component for plotting chronological events and time intervals on a scalable temporal axis. The project covers b

Flowsint is an open-source intelligence framework and reconnaissance orchestrator used for cybersecurity investigations. It functions as a containerized tool runner and data mapper, automating the collection of intelligence from open-source providers and APIs to profile targets and map threat intelligence. The platform distinguishes itself through a graph-based investigation interface, where processed raw intelligence is converted into nodes and edges to visualize relationships between entities. It allows for the creation of sequenced pipelines that chain data enrichment tools, enabling the o

X6 is a JavaScript diagramming library and SVG graph rendering engine used to build interactive flowcharts, mind maps, and visual workflow editors. It provides a framework for defining customizable node and edge behaviors, utilizing a hybrid rendering approach that combines SVG and HTML. The library decouples the visual graph representation from underlying business logic and data structures through a dedicated state management system. It allows for extensive extensibility via a registration mechanism for custom nodes, edges, and canvas tools. The toolkit includes capabilities for automatic g

Gephi is an open-source desktop application for visualizing and analyzing large-scale network graphs. It provides an interactive platform for exploring complex relational data, combining hardware-accelerated rendering with real-time layout controls and a plugin-based modular architecture. The platform distinguishes itself through its ability to handle networks of up to 100,000 nodes and 1,000,000 edges using a custom OpenGL rendering engine, enabling smooth real-time interaction. It includes a force-directed layout engine with real-time adjustment, a dynamic filter pipeline for selecting node

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

Orchestrator is a high availability system and replication manager for MySQL database clusters. It functions as a failover automator and topology visualizer designed to detect master failures and promote standby replicas to minimize system downtime. The project focuses on managing and reconfiguring MySQL replication topologies to maintain consistent data distribution. It utilizes topology discovery crawling to map replication structures and identifies active failures within the database cluster. The system provides capabilities for automated cluster recovery, location-aware instance tracking

MySQL replication topology management and HA

Joint is a JavaScript library for building interactive visual diagrams and flowcharts using Scalable Vector Graphics. It provides a programmable environment for creating an interactive SVG canvas with integrated support for zooming, panning, and touch gesture controls. The framework includes a component system for defining custom shapes and programmatic elements within a vector-based coordinate system. It features a JSON-based diagram serializer for saving and loading diagram states, as well as automated layout algorithms and relationship mapping to render nodes and edges. The library covers

Freelens is a graphical web dashboard for Kubernetes cluster administration and monitoring. It provides a centralized interface for managing container orchestration environments, featuring a log aggregator for simultaneous multi-pod log viewing, a resource visualizer for mapping system dependencies via force-directed graphs, and a security auditor for reviewing vulnerability reports and certificate expiration dates. The project integrates a generative artificial intelligence operator to automate complex administrative tasks and translate requests into cluster configurations. It further distin

dtale is a web-based interactive grid and visualizer for pandas dataframes, designed as an exploratory data analysis tool. It provides a browser-based interface for analyzing tabular data structures, allowing users to calculate statistics, detect outliers, and compute correlations without writing manual code. The project functions as an embedded data viewer that can be integrated into web applications via iframes or custom routes, with specific support for Django, Flask, and Streamlit. It enables the exploration of datasets through a combination of an interactive data grid and a data visualiz

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।

whodb एक मल्टी-डेटाबेस मैनेजमेंट इंटरफ़ेस और नोटबुक क्लाइंट है जिसे Postgres, MySQL, MongoDB और Redis सहित विभिन्न इंजनों में डेटा को एक्सप्लोर और प्रबंधित करने के लिए डिज़ाइन किया गया है। यह एक एकीकृत लेयर के माध्यम से डेटाबेस कनेक्शन, रिकॉर्ड और स्कीमा को प्रबंधित करने के लिए एक ग्राफिकल इंटरफ़ेस के रूप में कार्य करता है। इस प्रोजेक्ट में एक नेचुरल लैंग्वेज क्वेरी इंटरफ़ेस है जो सादे अंग्रेजी को निष्पादन योग्य SQL या NoSQL क्वेरी में बदलने के लिए लार्ज लैंग्वेज मॉडल्स का उपयोग करता है। यह स्कीमा-अवेयर प्रॉम्प्टिंग द्वारा समर्थित है जो यह सुनिश्चित करने के लिए डेटाबेस मेटाडेटा को मॉडल संदर्भ में इंजेक्ट करता है कि उत्पन्न क्वेरी वास्तविक टेबल परिभाषाओं से मेल खाती हैं। अतिरिक्त क्षमताओं में एक स्कीमा विज़ुअलाइज़र शामिल है जो फॉरेन की मेटाडेटा को इंटरैक्टिव ग्राफ नेटवर्क में बदलता है और मॉक डेटासेट बनाने के लिए एक सिंथेटिक डेटा जनरेटर शामिल है। यह टूल क्वेरी को अनुक्रमिक सेल्स में व्यवस्थित करने के लिए नोटबुक-शैली का निष्पादन मॉडल, CSV और JSON जैसे प्रारूपों के लिए डेटा निर्यात विकल्प और एनवायरनमेंट एडमिनिस्ट्रेशन के लिए एक कमांड लाइन इंटरफ़ेस भी प्रदान 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

imgui-node-editor is a C++ extension for Dear ImGui that adds a fully interactive node graph editor, enabling visual programming and blueprint-style graph editing within immediate-mode GUI applications. At its core, it provides a customizable node graph UI component where users can place, drag, and connect nodes with pins, supporting Bézier curve connections, automatic highlights, and a default theme modeled after blueprint editors. The editor handles graph navigation with smooth zooming, scrolling, selection rectangles, group dragging, and keyboard shortcuts for cut, copy, paste, and delete o