Showing 4007 open source projects for "complex"

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  • 1
    MCPM.sh

    MCPM.sh

    CLI MCP package manager & registry for all platforms and all clients

    ...It facilitates the installation, configuration, and orchestration of MCP servers, enabling users to group servers into profiles and route requests through a unified interface. With its advanced router and profile features, mcpm.sh simplifies the management of complex MCP environments, supporting clients like Claude Desktop, Cursor, and Windsurf. The tool is built with Python and leverages the Click framework for its CLI, ensuring a robust and user-friendly experience.​
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  • 2
    glChAoS.P

    glChAoS.P

    3D GPUs Strange Attractors and Hypercomplex Fractals explorer

    glChAoS.P is a GPU-accelerated, real-time graphics project for visualizing complex mathematical fractals, attractors, and particle systems using OpenGL and GLSL. It’s an interactive sandbox for visual experimentation with chaotic systems, combining beautiful visuals with user control via keyboard and GUI. The software includes extensive customization of rendering parameters, camera movement, and output formats, including support for VR and 360-degree panoramic videos.
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  • 3
    Godot RL Agents

    Godot RL Agents

    An Open Source package that allows video game creators

    ...It allows AI agents to learn how to interact with and play Godot-based games using RL algorithms. The toolkit bridges Godot with Python-based RL libraries like Stable-Baselines3, making it possible to create complex and visually rich RL environments natively in Godot.
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  • 4
    Multi-Agent Orchestrator

    Multi-Agent Orchestrator

    Flexible and powerful framework for managing multiple AI agents

    Multi-Agent Orchestrator is an AI coordination framework that enables multiple intelligent agents to work together to complete complex, multi-step workflows.
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  • 5
    Stagehand

    Stagehand

    An AI web browsing framework focused on simplicity and extensibility

    ...Stagehand is the AI-powered successor to Playwright, offering three simple APIs (act, extract, and observe) that provide the building blocks for natural language-driven web automation. The goal of Stagehand is to provide a lightweight, configurable framework, without overly complex abstractions, as well as modular support for different models and model providers. It's not going to order you a pizza, but it will help you reliably automate the web. Each Stagehand function takes in an atomic instruction, such as act("click the login button") or extract("find the red shoes"), generates the appropriate Playwright code to accomplish that instruction, and executes it.
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  • 6
    gramm

    gramm

    Gramm is a complete data visualization toolbox for Matlab

    Gramm is a MATLAB toolbox that enables the rapid creation of complex, publication-quality figures. Its design philosophy focuses on a declarative approach, where users specify the desired end result, as opposed to the traditional imperative method involving for loops, if/else statements, etc. The MATLAB implementation of gramm is inspired by the "grammar of graphics" principles (Wilkinson 1999) and the ggplot2 library for R by Hadley Wickham.
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  • 7
    Testcontainers for PHP

    Testcontainers for PHP

    Implementation for PHP

    ...The package is inspired by the Testcontainers project for Java. Use a containerized instance of your database to test your data access layer code for complete compatibility, without requiring a complex setup on developer machines. Trust that your tests will always start with a known state. Use containerized web browsers, compatible with Selenium, to run automated UI tests. Each test gets a fresh, clean instance of the browser, without having to worry about variations in plugins or required updates. Run your application in a short-lived test mode with dependencies, such as databases, message queues or web servers, to give you a rich interactive and explorative testing environment.
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  • 8
    Nutgram

    Nutgram

    The Telegram bot framework that doesn't drive you nuts

    This framework takes advantage of the latest PHP 8.2 features and tries to make the speed, scalability and flexibility of use its strength, it will allow you to quickly make simple bots, but at the same time, it provides more advanced features to handle even the most complicated flows. The Telegram bot framework doesn't drive you nuts.
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  • 9
    Shadcn UI NextJS Boilerplate

    Shadcn UI NextJS Boilerplate

    Shadcn UI NextJS Boilerplate. Free Open-source ChatGPT UI Admin

    Launch your SaaS startup within a few days with the first Admin Dashboard Shadcn UI NextJS boilerplate. Get started with Horizon AI Boilerplate today. Horizon AI Boilerplate is the first open-source Admin Dashboard OpenAI ChatGPT AI Template made for Shadcn UI, NextJS, and Tailwind CSS! Start creating outstanding Chat AI SaaS Apps faster. It comes with over 30+ dark/light frontend individual elements, like buttons, inputs, navbars, nav tabs, cards, or alerts, giving you the freedom of...
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  • 10
    Fairlearn

    Fairlearn

    A Python package to assess and improve fairness of ML models

    ...Fairness of AI systems is about more than simply running lines of code. In each use case, both societal and technical aspects shape who might be harmed by AI systems and how. There are many complex sources of unfairness and a variety of societal and technical processes for mitigation, not just the mitigation algorithms in our library.
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  • 11
    LuaUnit

    LuaUnit

    LuaUnit is a popular unit-testing framework for Lua

    ...LuaUnit may also be used as an assertion library, to validate assertions inside a running program. In addition, it provides a pretty stringifier that converts any type into a nicely formatted string (including complex nested or recursive tables).
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  • 12
    OliveTin

    OliveTin

    OliveTin gives safe and simple access to predefined shell commands

    Give safe and simple access to predefined shell commands from a web interface. OliveTin just runs shell commands, so theoretically, you could integrate with a bunch of stuff just by using curl, ping, etc. However, writing your own shell scripts is a great way to extend OliveTin. Uses only a few MB of RAM and barely any CPU. Written in Go, with a web interface written as a modern, responsive, single-page app that uses the REST/gRPC API. Helps potential contributors be consistent, and helps...
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  • 13
    Laravel FFMpeg

    Laravel FFMpeg

    This package provides an integration with FFmpeg for Laravel

    This package provides an integration with FFmpeg for Laravel 10. Laravel's Filesystem handles the storage of the files. You can easily add a watermark using the addWatermark method. With the WatermarkFactory, you can open your watermark file from a specific disk, just like opening an audio or video file. When you discard the fromDisk method, it uses the default disk specified in the filesystems.php configuration file.
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  • 14
    Kale

    Kale

    Kubeflow’s superfood for Data Scientists

    KALE (Kubeflow Automated pipeLines Engine) is a project that aims at simplifying the Data Science experience of deploying Kubeflow Pipelines workflows. Kubeflow is a great platform for orchestrating complex workflows on top Kubernetes and Kubeflow Pipeline provides the mean to create reusable components that can be executed as part of workflows. The self-service nature of Kubeflow make it extremely appealing for Data Science use, at it provides an easy access to advanced distributed jobs orchestration, re-usability of components, Jupyter Notebooks, rich UIs and more. ...
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  • 15
    JuliaConnectoR

    JuliaConnectoR

    A functionally oriented interface for calling Julia from R

    ...From a technical perspective, R data structures are serialized with an optimized custom streaming format, sent to a (local) Julia TCP server, and translated to Julia data structures by Julia. The results of function calls are likewise translated back to R. Complex Julia structures can either be used by reference via proxy objects in R or fully translated to R data structures.
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  • 16
    Plots

    Plots

    Powerful convenience for Julia visualizations and data analysis

    Data visualization has a complicated history. Plotting software makes trade-offs between features and simplicity, speed and beauty, and a static and dynamic interface. Some packages make a display and never change it, while others make updates in real-time. Plots is a visualization interface and toolset. It sits above other backends, like GR, PythonPlot, PGFPlotsX, or Plotly, connecting commands with implementation. If one backend does not support your desired features or make the right...
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  • 17
    UTMStack

    UTMStack

    Customizable SIEM and XDR powered by Real-Time correlation

    ...Our unique approach allows real-time correlation of log data, threat intelligence, and malware activity patterns from multiple sources, enabling the identification and halting of complex threats that use stealthy techniques. UTMStack stands out in threat prevention by surpassing the boundaries of traditional systems. Our software platform can swiftly analyze log data to identify and halt threats at their source in real-time, even if the threat was not directly detected on the server itself. This seamless integration of SIEM and XDR capabilities sets UTMStack apart from competitors, providing organizations with an effective, holistic cybersecurity suite that enhances threat detection, response, and remediation across clients’ valuable digital infrastructure.
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  • 18
    JSON Forms

    JSON Forms

    Customizable JSON Schema-based forms with React, Angular and Vue

    JSON Forms is a declarative framework for efficiently building form-based web UIs. These UIs are targeted at entering, modifying and viewing data and are usually embedded within an application. Writing HTML templates and Javascript for data binding by hand is hard, especially in applications of reasonable size. Furthermore, a form is often more than just a collection of input fields and more advanced functionality is required, e.g. validation or conditional visibility. JSON Forms utilizes...
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  • 19
    Perceval

    Perceval

    An open source framework for programming photonic quantum computers

    An open-source framework for programming photonic quantum computers. Through a simple object-oriented Python API, Perceval provides tools for composing circuits from linear optical components, defining single-photon sources, manipulating Fock states, running simulations, reproducing published experimental papers and experimenting with a new generation of quantum algorithms. It aims to be a companion tool for developing photonic circuits – for simulating and optimizing their design, modeling...
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  • 20
    Notifee Notifications

    Notifee Notifications

    A feature rich notifications library for React Native

    Notifee enables developers to rapidly build rich notifications with a simple API interface, whilst taking care of complex problems such as scheduling, background tasks, device API compatibility & more. Manage the applications channels (Android) and categories (iOS), allowing you to customize how notifications behave when they are displayed on the device. Present & handle quick actions alongside your notification content. Actions can be handled in the background or foreground with JavaScript code! ...
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  • 21
    LifetimeTracker

    LifetimeTracker

    Find retain cycles / memory leaks sooner

    ...This small tool simply focuses on tracking the lifetime of objects which means that it can be used in both Objective-C and Swift codebases, and it doesn't rely on any complex or automatic magic behavior.
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  • 22
    UCall

    UCall

    Up to 100x Faster FastAPI. JSON-RPC with io_uring, SIMDJSON

    Most modern networking is built either on slow and ambiguous REST APIs or unnecessarily complex gRPC. FastAPI, for example, looks very approachable. We aim to be equally or even simpler to use. It takes over a millisecond to handle a trivial FastAPI call on a recent 8-core CPU. In that time, light could have traveled 300 km through optics to the neighboring city or country, in my case. How does UCall compare to FastAPI and gRPC?
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  • 23
    Platformatic

    Platformatic

    Platformatic Open Source monorepo

    ...Historically, API developers have had to repetitively build infrastructure to satisfy foundational requirements, like authentication, authorization, caching, and connection to databases, and have had to manage microservices with technologies such as service mesh or centralized registries. This work is time consuming, undifferentiated, and painstakingly complex. With growing demands of SaaS applications, the amount of API permutations has grown exponentially and has become a development bottleneck. This has led large organizations to create dedicated platform API engineering teams to help teams deliver on business demands. Our goal is to make API development simple: we aim is to remove all friction from the day-to-day of backend developers. ...
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  • 24
    Pachyderm

    Pachyderm

    Data-Centric Pipelines and Data Versioning

    Data-driven pipelines automatically trigger based on detecting data changes. Automatic immutable data lineage and data versioning of all data types. Autoscaling and parallel processing built on Kubernetes for resource orchestration. Uses standard object stores for data storage with automatic deduplication. Runs across all major cloud providers and on-premises installations. Automatic and intelligent versioning of even the largest data sets of unstructured and structured data. Git-like...
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  • 25
    concretecms

    concretecms

    Repository for Concrete CMS development

    ...It's secure and stable, trusted by governments and Fortune 500 companies around the world. Join us in building a web for the greatest good. Concrete CMS is packed with powerful features to make it easy for a team to run even the most complex websites.
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