Awesome GitHub RepositoriesData Sorting Engines

Nushell is a cross-platform shell and programming language designed to treat all input and output as structured data rather than raw text streams. By enforcing data types and command signatures, it provides a consistent environment for building robust, pipeline-oriented workflows. The shell allows users to chain commands that pass structured objects between stages, enabling complex data processing and automation tasks that remain predictable across different operating systems. What distinguishes the project is its focus on interactive data exploration and modular extensibility. Users can quer

This project is a machine learning array framework and tensor computation library designed for high-performance numerical computing. It provides a comprehensive suite of tools for constructing and training neural networks, featuring an automatic differentiation engine that facilitates gradient-based optimization and complex mathematical modeling. The library distinguishes itself through a unified memory architecture that allows data to be shared across CPU and GPU devices without explicit copies, significantly reducing data movement overhead. Its execution model relies on a lazy evaluation en

React-admin is a framework for building data-driven administrative interfaces that connect to REST or GraphQL backends. It provides a comprehensive suite of tools for managing the full lifecycle of administrative applications, including resource-oriented routing, declarative form scaffolding, and context-driven state management. By utilizing a modular adapter-based architecture, the framework abstracts backend communication, allowing developers to build consistent CRUD interfaces that handle data fetching, authentication, and synchronization automatically. The project distinguishes itself thr

Handsontable is a JavaScript data grid that provides a spreadsheet-like interface for managing and editing large datasets within web applications. It functions as a virtualized data table that renders only visible cells to maintain performance, paired with a synchronization layer that binds the grid to underlying data structures. The project distinguishes itself through a built-in spreadsheet calculation engine for evaluating mathematical and logical expressions and a dedicated tool for exporting grid content into Excel XLSX files. It ensures interoperability with external spreadsheet softwar

The Rust Programming Language Book is the official technical guide and educational resource for the Rust language. It provides a comprehensive walkthrough of the language's design, focusing on its core identity as a systems programming language that enforces memory safety and high-performance execution without the need for a garbage collector. The project is distinguished by its focus on ownership, borrowing, and lifetime tracking, which allow the compiler to verify memory safety and thread safety at compile time. It covers the language's unique approach to zero-cost abstractions, including t

This tool is a command-line processor designed for querying, updating, and transforming structured data files. It functions as a versatile engine for manipulating YAML, JSON, TOML, and XML documents, allowing users to perform complex operations directly from the terminal. By utilizing a path-based expression language, it enables precise navigation and modification of data structures within configuration files and infrastructure-as-code workflows. What distinguishes this tool is its ability to perform in-place document mutations while preserving original formatting, comments, and metadata. It

This is a Swift state management framework and application logic library designed for building applications with a single source of truth and unidirectional data flow. It provides a Redux-inspired architecture that separates business logic from side effects and user interfaces to ensure predictable application behavior across multiple screens. The framework focuses on modularity by allowing complex features to be decomposed into smaller, isolated components. This enables the development of UI-independent business logic that can be extracted into separate modules to improve compilation speed a

Miller is a command-line data processor used for filtering, transforming, and aggregating name-indexed tabular data. It functions as a tool for querying and reshaping records across multiple file formats, serving as a converter between CSV, JSON, and YAML. The tool distinguishes itself by using a name-indexed data model, allowing users to manipulate fields by name rather than numeric position. It utilizes single-pass streaming algorithms to compute statistics and summaries on large datasets that exceed available system memory. Its capabilities cover data transformation and analysis, includin

GoLearn is a machine learning library for the Go programming language. It provides a supervised learning framework and a toolkit for building, training, and evaluating predictive models through a standardized interface. The project implements a data frame system that loads CSV files into structured grids for matrix operations. It includes a preprocessing library for discretizing continuous variables and a model evaluation toolkit that utilizes confusion matrices and cross-validation to measure precision and recall. The library covers data engineering and management, including the ability to

VisiData is a terminal-based interactive data analysis tool and browser designed for exploring, filtering, and sorting large tabular datasets. It functions as a structured data inspector that loads and flattens complex formats like JSON, XML, and PCAP into interactive sheets, as well as a terminal file manager for navigating directories and performing staged filesystem operations. The project distinguishes itself by rendering data visualizations, such as scatter plots and histograms, directly in the terminal using Unicode Braille characters. It provides a Python-based data wrangling environme

algs4 is a Java data structures library and algorithm reference collection designed as the source code for a standard computer science textbook curriculum. It provides a comprehensive suite of fundamental implementations for sorting, searching, and core data organization. The project serves as a graph theory framework, offering tools for representing directed and undirected graphs and performing complex traversals and pathfinding. It also includes a broad sorting algorithm suite and a specialized library of Java data structures, including stacks, queues, priority queues, and symbol tables. I

Iptvnator is an Electron-based desktop application for streaming live television and radio. It serves as an IPTV player and playlist manager that supports M3U, Xtream Codes, and Stalker portals, providing a unified interface for organizing and viewing media lists. The application functions as both an internal player and an external player wrapper, allowing users to hand off stream URLs to native third-party media players to bypass browser codec limitations. It includes a dedicated XMLTV program guide that maps external schedule data to live channels for broadcast discovery and catchup feature

Zag est une bibliothèque de machine à états UI headless qui fournit une logique de composant non stylisée pour assurer un comportement cohérent à travers différents moteurs de rendu. Elle fonctionne comme une boîte à outils pour modéliser des interactions d'interface utilisateur complexes en utilisant des statecharts, découplant la logique sous-jacente et les attributs d'accessibilité du stylage visuel. La bibliothèque est agnostique au framework, utilisant des adaptateurs spécialisés pour faire le pont entre sa logique de machine à états et diverses bibliothèques JavaScript telles que React, Solid, Vue et Svelte. Cette approche permet aux développeurs de maintenir un modèle d'interaction unique tout en appliquant n'importe quelle solution CSS ou de stylage via des attributs de données pilotés par l'état. Zag couvre un large éventail de domaines fonctionnels, incluant une gestion complète de l'accessibilité pour la navigation au clavier et les attributs ARIA, ainsi qu'une vaste collection de primitives interactives. Celles-ci incluent des contrôles de saisie, des éléments de navigation comme les menus et onglets, des composants de superposition tels que les dialogues et popovers, et une gestion média complexe pour le recadrage d'image et la capture de signature. Elle fournit également des utilitaires pour la gestion de données hiérarchiques, la gestion de listes asynchrones et un système pour construire des visites guidées de produits.

Davinci est une plateforme de business intelligence et de visualisation de données utilisée pour construire des tableaux de bord et des rapports interactifs. Elle fonctionne comme un constructeur de tableaux de bord basé sur SQL et un service d'analyse multi-tenant qui se connecte aux bases de données via JDBC et des fichiers CSV pour transformer des données brutes en composants visuels. La plateforme se distingue par son modèle de sécurité granulaire, qui inclut des permissions au niveau des lignes et des colonnes intégrées avec l'authentification LDAP et OAuth2. Elle fournit également un outil de visualisation intégré qui permet d'insérer des graphiques et des tableaux de bord sécurisés et paramétrés dans des applications externes via des URL et des cadres (frames). Le système couvre un large éventail de capacités, y compris la modélisation de données avec des modèles SQL, un moteur de mise en page par glisser-déposer pour les tableaux de bord réactifs, et une grande variété de types de visualisation tels que les diagrammes de Sankey, les graphiques radar et les cartes géographiques. Elle inclut en outre l'automatisation pour la planification de rapports par e-mail et utilise la mise en cache clé-valeur pour optimiser les performances des requêtes.

Ark is a headless UI component library that delivers accessible, cross-framework primitives with behavior governed by finite state machines. It provides unstyled components that encapsulate logic and accessibility — including full keyboard navigation, focus management, and WAI-ARIA support — while leaving visual styling entirely to the consumer. Components expose scoped data attributes for CSS targeting and use state machines to produce predictable, testable interactive behavior across every state transition. The library distinguishes itself through a state propagation model that distributes

Ce projet est un framework de développement rapide d'applications pour construire des interfaces de back-office et des tableaux de bord au sein d'applications Laravel. Il fonctionne comme une boîte à outils d'interface utilisateur de gestion backend et un générateur d'interface utilisateur basé sur schéma qui rend des panneaux d'administration et des formulaires de données en mappant la logique backend vers des composants frontend prédéfinis. Le framework inclut un système de contrôle d'accès basé sur les rôles pour restreindre les fonctionnalités de l'application et les données en fonction de l'identité de l'utilisateur et des rôles assignés. Il fournit également une intégration de recherche plein texte qui utilise des pilotes interchangeables pour indexer et récupérer le contenu de l'application. Des capacités supplémentaires couvrent le chargement de contenu asynchrone pour rationaliser les transitions de page et un système de routage de notification multicanal. La plateforme fournit également des outils pour le filtrage et le tri des données pilotés par requête afin de gérer des jeux de données complexes au sein des tableaux de bord internes.

Ce projet est une interface web et un client RPC conçus pour contrôler le client BitTorrent Transmission. Il sert de tableau de bord accessible par navigateur pour gérer les téléchargements et les envois de torrents, permettant aux utilisateurs d'organiser les fichiers et de suivre la progression des transferts. Le contrôleur fournit des outils spécialisés pour l'optimisation des trackers, incluant le remplacement par lots des trackers et la surveillance de leur santé pour améliorer la découverte des pairs. Il permet également l'organisation du système de fichiers à distance, permettant aux utilisateurs de déplacer les répertoires de stockage de données pour des entrées spécifiques sans supprimer les données sous-jacentes. Le système couvre un large éventail de capacités de gestion, incluant le filtrage et le tri des métadonnées, l'importation de torrents par glisser-déposer et la possibilité d'exporter les chemins de fichiers. Les utilisateurs peuvent également ajuster les paramètres globaux du client et les paramètres opérationnels via une interface de configuration centralisée.

Infographic is a declarative SVG infographic engine and AI-powered generator that transforms structured specifications and natural language descriptions into complete visual layouts. At its core, it provides a data storytelling framework that combines AI-driven layout generation with multi-pattern composition, supporting linear, circular, radial, tree, and mirror arrangements for sequential, hierarchical, and comparative data structures. The project distinguishes itself through a canvas-based interactive editor with real-time element manipulation and state history management, alongside a serv

Botasaurus is a Python web scraping framework and headless browser automation system used to build scalable data extraction tools. It functions as a web data extraction tool and OCR document parser, converting website content, images, and PDF files into structured formats such as JSON, CSV, and Excel. The framework distinguishes itself by providing a scraper management interface that allows Python functions to be wrapped in a web-based UI or deployed as standalone desktop applications. This enables non-technical users to trigger extraction jobs and manage tasks via a graphical interface or RE

IronCalc is an XLSX spreadsheet engine and formula evaluator designed to compute numerical expressions and manage workbook structures. It utilizes a logic engine compatible with industry standards to evaluate formulas and manage cell dependencies. The project provides a comprehensive suite of specialized toolkits, including a financial calculation library for bond pricing and net present value, and an engineering math toolkit for complex number arithmetic and Bessel functions. It also features a web-based spreadsheet interface for creating and formatting workbooks. The engine covers a broad