Showing 4008 open source projects for "complex"

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  • 1
    MagicMirror

    MagicMirror

    Instant AI Face Swap

    MagicMirror is an open-source desktop application for AI-powered face swapping and appearance experimentation. Users can drag and drop photos to preview different faces, hairstyles, and outfits without configuring a complex generation workflow. Processing is performed entirely offline, so source images do not need to leave the local computer. The project is designed to run on ordinary hardware without a dedicated GPU and keeps its installer and model footprint relatively small. It combines a web-style interface with Tauri and Python-based image processing components. ...
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  • 2
    insta

    insta

    A snapshot testing library for rust

    Insta is a snapshot testing library for Rust. It lets developers compare complex values against stored reference outputs instead of writing fragile manual assertions. Snapshot tests are useful when outputs are large, structured, or expected to change during development. The project includes macros for generating snapshots, reviewing changes, and storing inline snapshots inside source files. A companion cargo tool helps manage the review workflow, while a VS Code extension improves snapshot file editing and inspection. ...
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  • 3
    XUI-PRO

    XUI-PRO

    XUI-PRO nginx reverse proxy with ws/grpc/httpupgrade/splithttp

    ...It also includes Cloudflare SSL and Nginx reverse proxy behavior for supported configurations. x-ui-pro is aimed at users who want a web panel and bundled setup process for managing complex proxy configurations. Because it deals with network circumvention and proxy infrastructure, it should be used only in lawful, authorized environments.
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  • 4
    OpenChronicle

    OpenChronicle

    Open-source, local-first memory for any tool-capable LLM agent

    ...It allows users to create chronological records that link events, ideas, and entities in a cohesive format. The system emphasizes visualization and organization of complex information over time. It can be used for research, writing, or personal knowledge tracking. OpenChronicle supports extensibility, enabling customization of how data is structured and displayed. It encourages users to build rich, interconnected knowledge systems. Overall, it transforms static notes into dynamic, timeline-driven narratives.
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  • 5
    leak-check

    leak-check

    Personal Information “Leakage ” Detection Interface

    ...It can be integrated into development workflows to catch issues early in the debugging process. leak-check is particularly useful in performance-critical applications where memory management is essential. Its design emphasizes simplicity and practical diagnostics rather than complex instrumentation. It helps developers maintain efficient and reliable systems.
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  • 6
    Tolaria

    Tolaria

    Desktop app to manage markdown knowledge bases

    Tolaria is a platform designed to help developers understand, refactor, and improve codebases through structured analysis and transformation workflows. It focuses on breaking down complex systems into manageable components, making it easier to identify technical debt and architectural issues. The project emphasizes clarity, maintainability, and iterative improvement of software systems. It provides tools and patterns for analyzing dependencies, restructuring modules, and improving code quality. Tolaria is particularly useful for teams working on large or legacy codebases that require systematic refactoring. ...
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  • 7
    ffmpy

    ffmpy

    Pythonic interface for FFmpeg/FFprobe command line

    ...The library uses Python’s subprocess module to run compiled commands, ensuring compatibility with standard FFmpeg installations. It is designed for developers who want to automate media processing tasks without manually writing complex command strings. ffmpy supports flexible argument configuration, enabling a wide range of transcoding and analysis workflows. Its lightweight design makes it suitable for scripting, automation, and integration into larger Python applications.
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  • 8
    Magine

    Magine

    A cloud of orchestrated, vision-enabled AI agents

    ...It focuses on simplifying the workflow of prompt-based image generation while integrating additional controls that allow users to refine outputs with more precision than typical text-to-image tools. The project appears to emphasize usability and accessibility, making it easier for both developers and creative users to experiment with generative AI without complex setup requirements. It supports interactive workflows where users can iteratively adjust prompts and parameters to converge on desired results. Magine is also structured to be extensible, allowing integration with different backends or models as the generative AI ecosystem evolves.
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  • 9
    RubyMoney

    RubyMoney

    A Ruby Library for dealing with money and currency conversion

    ...The library supports arithmetic operations, comparisons, and currency conversion through configurable exchange rate providers, making it suitable for both simple and complex financial systems.
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  • 10
    gotest

    gotest

    go test with colors

    ...Because it integrates directly with the Go toolchain, it maintains compatibility with standard testing practices. Overall, gotest is intended to speed up testing workflows and improve productivity for Go developers working on complex repositories.
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  • 11
    System Design Visualizer

    System Design Visualizer

    An interactive tool that transforms static system design diagrams

    System Design Visualizer is an interactive web-based tool that empowers engineers and architects to visually model, explore, and communicate complex system architecture designs in real time. It provides a drag-and-drop canvas with reusable components representing servers, databases, APIs, message queues, and user clients, enabling stakeholders to create diagrams that describe data flows, dependencies, and interactions clearly and intuitively. Beyond drawing diagrams, the tool supports semantic relationships — meaning elements can have structured metadata, links, and annotations that explain behavior, constraints, and performance assumptions directly within the design. ...
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  • 12
    core.match

    core.match

    An optimized pattern matching library for Clojure

    core.match is a high-performance pattern-matching library for Clojure and ClojureScript. It provides an optimized macro-based DSL for structurally matching data—such as sequences, maps, regexes—offering a clearer alternative to nested conditionals or destructuring. A symbol pattern can represent one of three behaviours. Match the value of an existing local binding. Create a "named" wildcard pattern that creates a binding of the given name to the right of the pattern row.
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  • 13
    ITensors.jl

    ITensors.jl

    A Julia library for efficient tensor computations and tensor network

    ...It enables efficient manipulation of large, structured tensors with named indices and provides an intuitive interface for implementing algorithms like DMRG (Density Matrix Renormalization Group), TEBD (Time-Evolving Block Decimation), and more. ITensors.jl leverages Julia’s multiple dispatch and performance features to simplify the development of scalable and complex simulations involving quantum many-body systems.
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  • 14
    Magentic UI

    Magentic UI

    A research prototype of a human-centered web agent

    Magentic-UI is a research prototype developed by Microsoft that serves as a human-centered interface powered by a multi-agent system. It enables users to automate complex web tasks, such as browsing, form filling, and data analysis, while maintaining control over the process. The system emphasizes transparency and user involvement, making it suitable for tasks requiring both automation and human oversight.
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  • 15
    CMB2

    CMB2

    CMB2 is a developer's toolkit for building metaboxes

    ...It allows developers to add metadata to posts, users, terms, and more through an intuitive API. CMB2 is highly flexible and provides a variety of field types, making it ideal for creating complex custom fields within WordPress. It is actively maintained and can be extended through hooks and filters.
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  • 16
    Automatisch

    Automatisch

    The open source Zapier alternative. Build workflow automation

    ...Designed with scalability and extensibility in mind, Automatisch supports numerous built-in integrations while also allowing users to add their own through custom components. Its lightweight architecture and Docker-based deployment make it easy to run anywhere. With Automatisch, users can orchestrate complex automations, monitor executions, and extend functionality through a plugin-like system.
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  • 17
    Yampa

    Yampa

    Functional Reactive Programming domain-specific language

    Yampa is a Functional Reactive Programming (FRP) library for Haskell, specifically designed for modeling hybrid systems that involve both continuous and discrete time behaviors, such as games, simulations, robotics, and reactive systems. Based on the concept of signal functions, Yampa offers a declarative way to model time-varying values and their transformations, making it easier to manage complex time-based logic without resorting to imperative state management. It is grounded in strong mathematical foundations and is well-suited for real-time and interactive systems where temporal behaviors are central.
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  • 18
    PilottAI

    PilottAI

    Python framework for building scalable multi-agent systems

    pilottai is an AI-based autonomous drone navigation system utilizing reinforcement learning for real-time decision-making. It is designed for simulating and training drones to fly safely through dynamic environments using AI-based controllers.
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  • 19
    App Compose

    App Compose

    Create scalable, module-based applications with ease

    Create scalable, module-based applications with ease. Modern applications thrive on modular architecture, adapting seamlessly to evolving business needs. To achieve true modularity, though, you need more than just independent components—you need an efficient way to bring them together. This means controlling how modules load, in what order, and with which dependencies. It gets even trickier when you want to turn off parts of the system without any traces in the code, like if/else statements,...
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  • 20
    tremor

    tremor

    React components to build charts and dashboards

    React components to build charts and dashboards 20+ open-source components built on top of Tailwind CSS to make visualizing data simple again. Fully open-source, accessible, and customizable. Tremor NPM 20+ open-source components built on top of Tailwind CSS to make visualizing data simple again. Fully open-source, made by data scientists and software engineers with a sweet spot for design.
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  • 21
    Orbit CSS

    Orbit CSS

    First framework to create radial interfaces using only CSS

    Orbit is a CSS framework designed to create radial UI designs effortlessly. It provides intuitive CSS classes and standard web components for building radial menus, dashboards, creative portfolios, or cutting-edge applications. Orbit harnesses the power of space-inspired metaphors to simplify learning. By leveraging concepts like Big Bang, orbits, satellites, gravitational centers, and gravitational force, Orbit tries to make it easier to grasp abstract ideas, allowing users to have an idea...
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  • 22
    magentic

    magentic

    Seamlessly integrate LLMs as Python functions

    ...Simply use the @prompt and @chatprompt decorators to create functions that return structured output from the LLM. Mix LLM queries and function calling with regular Python code to create complex logic.
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  • 23
    Compose Destinations

    Compose Destinations

    Annotation processing library for type-safe Jetpack Compose navigation

    A KSP library that processes annotations and generates code that uses Official Jetpack Compose Navigation under the hood. It hides the complex, non-type-safe and boilerplate code you would have to write otherwise. No need to learn a whole new framework to navigate - most APIs are either the same as with the Jetpack Components or inspired by them.
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  • 24
    LazySets.jl

    LazySets.jl

    Scalable Symbolic-Numeric Set Computations

    LazySets.jl is a Julia package for calculus with convex sets. The aim is to provide a scalable library for solving complex set-based problems, such as those encountered in differential inclusions or reachability analysis techniques in the domain of formal verification. Typically, one is confronted with a set-based recurrence with a given initial set and/or input sets, and for visualization purposes, the final result has to be obtained through an adequate projection onto low dimensions. ...
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  • 25
    pdfme

    pdfme

    A TypeScript based PDF generator library, made with React

    TypeScript base PDF generator and React-based UI. Open source, developed by the community, and completely free to use under the MIT license. No complex operations are required. Just bring your favorite template and generate all the PDFs you need. Works on node and the browser. Anyone can easily create and modify templates using Designer (UI template editor). Templates have a JSON document representation, which makes theme easy to understand and easy to work with.
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