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Showing 20 open source projects for "loop"
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NFH Self-Improvement Loop
Minimal adversarial framework for AI agent self-modification
NFH Self-Improvement Loop is a conceptual framework and implementation designed to model continuous self-improvement cycles using AI systems. It focuses on creating feedback loops where outputs are evaluated, refined, and reintroduced into the system for further improvement. The project emphasizes iterative learning, allowing systems to evolve over time through repeated evaluation and adjustment. -
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bu-agent-sdk
An agent is just a for-loop
The bu-agent-sdk from the Browser Use project is a minimalistic Python framework that defines an AI agent as a simple loop of tool calls, aiming to keep abstractions low so developers can build autonomous agents without unnecessary complexity. At its core, the agent loop repeatedly queries a large language model, interprets its output, and executes defined “tools” — functions annotated with task names — to perform actions, allowing the agent to complete tasks like arithmetic, decision-making, or domain-specific work. ... -
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mgmt
Next generation distributed, event-driven, parallel config management!
Mgmt is a real-time automation tool. It is familiar to existing configuration management software but is drastically more powerful as it can allow you to build real-time, closed-loop feedback systems, in a very safe way, and with a surprisingly small amount of our mcl code. For example, the following code will ensure that your file server is set to read-only when it's Friday. It can run continuously, intermittently, or on demand, and in the first case, it will guarantee that your system is always in the desired state for that instant! ... -
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SIA
AI framework to autonomously improve the performance of any AI system
SIA is a self-improving AI framework designed to improve the performance of models or agents on benchmark tasks. It uses an iterative loop where a meta-agent creates or updates a task-specific target agent, while a feedback agent studies results and proposes improvements. The framework can refine both the harness around the task and the agent implementation itself. It is aimed at research and experimentation across tasks such as machine learning benchmarks, legal classification, code optimization, and scientific workflows. ... -
Build Securely on AWS with Proven FrameworksMoving to the cloud brings new challenges. How can you manage a larger attack surface while ensuring great network performance? Turn to Fortinet’s Tested Reference Architectures, blueprints for designing and securing cloud environments built by cybersecurity experts. Learn more and explore use cases in this white paper.
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Actix
Actor framework for Rust
Actor framework for Rust. Actix uses the Tokio runtime. System::new() creates a new event loop. System.run() starts the Tokio event loop, and will finish once the System actor receives the SystemExit message. Spawning a new actor is achieved via the start and create methods of the Actor trait. It provides several different ways of creating actors; for details, check the docs. You can implement the started, stopping and stop methods of the Actor trait. started gets called when the actor starts and stops when the actor finishes. ... -
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Tone.js
A Web Audio framework for making interactive music in the browser
Tone.js is an open source Web Audio framework for creating interactive music in the browser. It has advanced scheduling capabilities, synths, effects and more. Tone.js is built to be useful and familiar to both musicians and audio programmers. It has common DAW (digital audio workstation) features for those looking to schedule events and tinker with pre-built synths and effects. There’s also a great selection of high-performance building blocks for signal-processing programmers familiar... -
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Spatie Laravel Searchable
Pragmatically search through models and other sources
This package makes it easy to get structured searches from a variety of sources. Here's an example where we search through some models. We already did some small preparation on the models themselves. The search will be performed case insensitive. $searchResults now contains all User models that contain john in the name attribute and BlogPosts that contain 'john' in the title attribute. -
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Mojolicious (Mojo)
Perl real-time web framework
Mojolicious is a modern, real-time web framework for Perl that ships batteries-included for building both APIs and dynamic web apps. It features a fast non-blocking I/O loop, a built-in HTTP/1.1 and WebSocket server, and first-class support for JSON, templates, and routing. Developers can start small with Mojolicious::Lite, a concise DSL for single-file apps, then grow into a full MVC structure with controllers, plugins, and reusable components. The framework emphasizes developer ergonomics: hot-reloading dev server, powerful testing tools, and a consistent Mojo:: ecosystem for clients, servers, and utilities. ... -
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Clerk
Moldable Live Programming for Clojure
...This also means Clerk notebooks are meant to be stored in source control. Clerk notebooks always evaluate from top to bottom. Clerk builds a dependency graph of Clojure vars and only recomputes the needed changes to keep the feedback loop fast. -
Cut Data Warehouse Costs by 54%BigQuery delivers 54% lower TCO with exabyte scale and flexible pricing. Free migration tools handle the SQL translation automatically.
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Valdi
Cross-platform UI framework that delivers native performance
Valdi is a cross-platform UI framework built to deliver native runtime performance without giving up the fast iteration loop that teams want from higher-level frameworks. You write your UI once in declarative TypeScript (TSX-style components), and Valdi compiles those components directly into platform-native views for iOS, Android, and macOS, instead of relying on web views or a JavaScript bridge. Its design focuses heavily on performance characteristics that matter in real apps, like keeping scrolling smooth, minimizing view creation overhead, and limiting unnecessary re-renders so updates stay incremental and cheap. ... -
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TensorFlow Model Garden
Models and examples built with TensorFlow
...To improve the transparency and reproducibility of our models, training logs on TensorBoard.dev are also provided for models to the extent possible though not all models are suitable. A flexible and lightweight library that users can easily use or fork when writing customized training loop code in TensorFlow 2.x. It seamlessly integrates with tf.distribute and supports running on different device types (CPU, GPU, and TPU). -
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SwiftNIO
Network application framework for protocol servers and clients
SwiftNIO is a cross-platform asynchronous event-driven network application framework for rapid development of maintainable high performance protocol servers & clients. Low-level protocol implementations are often a collection of ChannelHandlers that implement a protocol but still require the user to have a good understanding of SwiftNIO. Often, low-level protocol implementations will then be wrapped in high-level libraries with a nicer, more user-friendly API. High-level implementations are... -
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MacDriver
Native Mac APIs for Go
...Webkit types: WKWebView and configuration classes. Core types: NSData, NSDictionary, NSNumber, NSPoint, NSRect, NSSize, NSString, NSURL, more. Core also allows dispatching Go functions in the Cocoa run loop. Many constants/enums are defined. -
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Luvit
Lua + libUV + jIT = pure awesomesauce
...Choose your async model; we don’t mind; we encourage experimentation. If you don’t like callbacks and event emitters, use coroutines and write blocking-style code without actually blocking your event loop. The various projects in the luvit ecosystem can be mixed and matched to build the ideal runtime for your application. The luvit CLI tool can be used as a scripting platform just like node. This can be used to run lua scripts as standalone servers, clients, or other tools. -
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Beep
A little package that brings sound to any Go application
...Very simple API. Limiting the support to stereo (two channel) audio made it possible to simplify the architecture and the API. Rich library of compositors and effects. Loop, pause/resume, change volume, mix, sequence, change playback speed, and more. Easily create new effects. With the Streamer interface, creating new effects is very easy. Generate completely own artificial sounds. Again, the Streamer interface enables easy sound generation. Very small codebase. The core is just ~1K LOC. -
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Turbo
Turbo is a framework built for LuaJIT 2
...First and foremost the framework is aimed at the HTTP(S) protocol. This means web developers and HTTP API developers are first-class citizens. But the framework contains generic nuts and bolts such as; an I/O loop, IO Stream classes, and customizable TCP (with SSL) server classes giving it value for everyone doing any kind of high-performance network application. -
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Mojo-Webqq
Perl-based smart QQ client framework
Mojo-Webqq is an unofficial Perl client and bot framework for the QQ messaging platform’s web endpoints, built on the Mojolicious real-time web stack. It manages login flows, session refresh, and long-polling or websocket-style message reception to deliver events into an asynchronous event loop. Plugins and hooks let developers implement auto-replies, keyword filters, logging, forwarding, and integrations with external services or databases. The library abstracts contacts, groups, and messages into Perl objects, making it straightforward to write handlers that react to rich context. Its non-blocking architecture supports multiple conversations concurrently without complex threading, which is ideal for chat bots. ... -
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Toolsverse ETL Framework
Open source Extract Transform Load engine written in Java
ETL Framework is a standalone Extract Transform Load engine written in Java. It includes executables for all major platforms and can be easily integrated into other applications. Key Features: * embeddable, open source and free * fast and scalable * uses target database features to do transformations and loads * manual and automatic data mapping * data streaming * bulk data loads * data quality features using SQL, JavaScript? and regex * data transformations Requirements *... -
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AVRILOS
Simple AVR OS
A simple Embedded System Framework that allows rapid development of applications build for AVR family. System is based on a super-loop architecture with check and skip (no-wait) flag event driver system. Supports: UART, SysTick Timer, ADC, SPI, EEPROM, PWM. Also supports: Xilinx FPGA configuration, FPGA SSI interface, smart card reader etc. Tested partially (different modules in each case) on ATMega163/16/32/323/8. Awards CodeProject 2010, Third Prize, Hardware and Device Programming Check the Wiki Page for more details. -
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JavaScript MUD Kernel which allows developers to build MUDs using JavaScript and SQL. Based on SQLite and SpiderMonkey, jsmud provides the core networking, timer, and main loop functions necessary to implement a MUD in JavaScript.
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