Search Results for "converge"
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Showing 29 open source projects for "converge"
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Go From AI Idea to AI App FastAccess Gemini 3 and 200+ models. Build chatbots, agents, or custom models with built-in monitoring and scaling.
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AI-powered service management for IT and enterprise teamsGive your IT, operations, and business teams the ability to deliver exceptional services—without the complexity. Maximize operational efficiency with refreshingly simple, AI-powered Freshservice.
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Magine
A cloud of orchestrated, vision-enabled AI agents
...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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MTEB
MTEB: Massive Text Embedding Benchmark
...Through the benchmarking of 33 models on MTEB, we establish the most comprehensive benchmark of text embeddings to date. We find that no particular text embedding method dominates across all tasks. This suggests that the field has yet to converge on a universal text embedding method and scale it up sufficiently to provide state-of-the-art results on all embedding tasks. -
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Rook
Storage Orchestration for Kubernetes
Rook turns distributed storage systems into self-managing, self-scaling, self-healing storage services. It automates the tasks of a storage administrator: deployment, bootstrapping, configuration, provisioning, scaling, upgrading, migration, disaster recovery, monitoring, and resource management. Rook orchestrates the Ceph storage solution, with a specialized Kubernetes Operator to automate management. Rook ensures that Ceph will run well on Kubernetes and simplify the deployment and... -
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Integrant
Micro-framework for data-driven architecture
Integrant is a minimalistic micro-framework for building applications following a data-driven architecture. It lets you define system components declaratively as configuration data and handles lifecycle actions (init, halt, resume) in dependency order, serving as a modern alternative to Component or Mount. Integrant was built as a reaction to fix some perceived weaknesses with Component. In Component, systems are created programmatically. Constructor functions are used to build records,... -
MongoDB Atlas runs apps anywhereMongoDB Atlas gives you the freedom to build and run modern applications anywhere—across AWS, Azure, and Google Cloud. With global availability in over 115 regions, Atlas lets you deploy close to your users, meet compliance needs, and scale with confidence across any geography.
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Roots.jl
Root finding functions for Julia
...The default is Bisection, for most floating point number types, employed in a manner exploiting floating point storage conventions. For other number types (e.g. BigFloat), an algorithm of Alefeld, Potra, and Shi is used by default. These default methods are guaranteed to converge. Other bracketing methods are available. -
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NanoNeuron
NanoNeuron is 7 simple JavaScript functions
...It demonstrates how a scalar input can be linearly transformed with a weight and bias, then adjusted via gradient updates to fit a simple mapping such as Celsius-to-Fahrenheit conversion. The code emphasizes readability over performance, inviting you to step through calculations and watch parameters converge. Because every concept is expressed in a few lines, it’s easy to tinker—change learning rates, swap cost functions, or visualize error curves. The repository bridges the gap between formulae and intuition by making each update transparent and observable. It’s ideal for absolute beginners who want to internalize core ideas before moving on to multi-layer networks and libraries. -
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Horde
Horde is a distributed Supervisor and Registry
Horde provides a distributed, fault-tolerant Registry and DynamicSupervisor for Elixir applications, letting you run and manage processes across clustered nodes as if they lived on a single machine. It relies on conflict-free replicated data types (CRDTs) to converge membership and process ownership without a central leader, so cluster topology can change freely as nodes join or leave. With Horde.Registry you register processes globally and look them up anywhere, while Horde.DynamicSupervisor starts and migrates children across nodes, rebalancing as capacity or health changes. Because everything runs under OTP supervision, failures are isolated and recoveries are automatic, even during network partitions or rolling deploys. ... -
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Lightweight' GAN
Implementation of 'lightweight' GAN, proposed in ICLR 2021
...The main contribution of the paper is a skip-layer excitation in the generator, paired with autoencoding self-supervised learning in the discriminator. Quoting the one-line summary "converge on single gpu with few hours' training, on 1024 resolution sub-hundred images". Augmentation is essential for Lightweight GAN to work effectively in a low data setting. You can test and see how your images will be augmented before they pass into a neural network (if you use augmentation). The general recommendation is to use suitable augs for your data and as many as possible, then after some time of training disable the most destructive (for image) augs. ... -
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Iperf 2
A means to measure network responsiveness and throughput
Iperf here is a means of measuring networks - capacity & latency (including ECN) over sockets both TCP and UDP. The goals include maintaining an active iperf code base across a broad set of platforms and operating systems. This is a multi-threaded design that scales with the number of CPUs or cores within a system. It supports both high impact and low impact techniques to obtain and report network performance. Current release: 2.2.1, Nov 4th, 2024 About iperf 2 and iperf3: Read... -
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PH4NTXM
Operational-grade, live, and disposable operating system.
...System state, memory contents, and identity artifacts are intentionally short-lived and are not expected to survive shutdown, reboot, or failure. Poweroff, panic, and crash paths are treated as compromise events and converge on enforced teardown mechanisms. PH4NTXM operates entirely in live mode and does not rely on persistence. It is intended for authorized security research, system auditing, and controlled execution in adversarial conditions. The project emphasizes transparency, reproducibility, and architectural enforcement over user configuration or recovery semantics. -
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TOQMI
Mathematical Al-Quran Interpretative Theorem (TOQMI)" is an approach t
Welcome to our thought-provoking delve into the captivating world of the Theory of Quranic Mathematical Integration. Prepare to be amazed as we unravel the intriguing connections between mathematics and the Quran. Join us as we explore the scientific and spiritual aspects that converge in this fascinating intersection. Discover how mathematical patterns within the sacred text leave us in awe of its divine wisdom. Get ready for mind-bending revelations that showcase the .... -
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Style2Paints
Sketch + style = paints
...The pipeline focuses on preserving line quality while spreading coherent colors and shading across regions that are often ambiguous to purely automatic methods. Iterative refinement is a core workflow: you can add or adjust hints, rerun inference, and progressively converge on a desired palette and lighting. Beyond flat fills, the model attempts plausible shading and highlights so the result feels less like a “paint bucket” and more like a finished illustration. Because it’s built for artists rather than only researchers, the project emphasizes an approachable UI, predictable edits, and reproducible outputs across sessions. -
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HomeKit Accessory Development Kit (ADK)
HomeKit Accessory Development Kit (ADK)
...Discovery and session management integrate with the standard Home ecosystem, enabling accessories to be found, paired, and controlled by Apple devices with proper permissions. The ADK emphasizes reliability and certification readiness, helping manufacturers converge on behavior that passes conformance tests. -
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Live Transcribe Speech Engine
Live Transcribe is an Android application
Live Transcribe Speech Engine provides on-device speech recognition components that power real-time transcription for accessibility and everyday voice-first experiences. Its design prioritizes latency and robustness in noisy, far-field environments, enabling continuous transcription with low delay on mobile hardware. The engine manages audio front-end processing—such as noise suppression and voice activity detection—before feeding audio into compact, accurate acoustic and language models.... -
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LaPath
Learning Automata algorithm for the shortest path problem.
...There are many use cases where the lower accuracy is acceptable in return of lower consumption of computing resources. Learning Automata (LA) are adaptive mechanisms requiring feedback from the executing environment to converge to certain states. In the context of network routing, LA residing at intermediate nodes along a path, exploit feedback from the destination node for reducing, e.g., path's length. According to topology’s resources like the node and edge numbers, the proper number of iterations must be used. More iterations lead to paths with higher probability of being optimal but more computing resources are consumed. ... -
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Chef
Chef Infra, a powerful automation platform
Chef is an infrastructure-as-code framework that automates how servers are configured and kept in the desired state across fleets. You describe system intent in Ruby-based “recipes” and “cookbooks” made of resources (packages, files, services, users, registries, and more) that converge idempotently, so repeated runs only change what’s necessary. Its client regularly gathers system facts, evaluates policy, and enforces drift correction, which makes environments reproducible from bare metal to cloud instances and containers. Chef’s ecosystem includes roles, environments, and Policyfiles to scope configuration for different stages and teams, plus handlers and notifications for operational visibility. ... -
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function qualityGuide
A JavaScript Quality Guide
...There are also recommended .editorconfig and .jshintrc templates, giving teams a ready-made configuration to align editors and linters. The document is meant to be forked, adapted, and shared internally so that teams can converge on a “sweet spot” that encourages quality without becoming dogmatic. -
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glu
Deployment Automation Platform
glu is a model-driven deployment and orchestration platform aimed at automating complex rollouts across fleets of machines. It represents desired system state in a declarative model and coordinates agents to converge reality with that model, handling steps like install, start, verify, and promote. The system provides auditing and versioning of deployments, so operators can trace what changed, when, and why. A central console and APIs allow visualizing the topology, triggering rollouts, and performing controlled actions such as canaries and rolling updates. ... -
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LogisticBell
Here we test the Logistic Map using finite and infinite precision...
Here we test the Logistic Map using finite and infinite precision floats (Apfloats). More decimals produce longer sequence (longer chaotic signal for certain parameters). Shorter decimal precision makes the sequence converge to zero eventually. In the process, number of decimals rises and then drops for some reason, forming a bell-shaped curve with long tail. On second consideration, this does not look like a bell-shaped curve at all. Logistic map calculated with parameters x initial = 0.9 and r = 4. -
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tubemap
Javascript / d3 tubemap diagram - BETA
...In other cities it's probably called a metro map... Well this project takes a list of pairs (e.g. A --> B, B --> C, D --> C) and visualises them. The diagram works even if these paths then converge. -
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HTML Splicer
A simple alternative to web presentation layer frameworks
...Server-side developers, on the other hand, prefer to develop object-oriented Java code using their favorite Java IDE. The problem with presentation layer frameworks is that they force these two types of development efforts to converge to a third platform, such as JSP, JSF, GWT or Wicket. This results in a big drop in productivity and general unhappiness in the team. HTMLSplicer offers an alternative where client-side and server-side developers can work independently, provided that they agree on the structure of HTTP requests, and "splicing" operations needed to generate responses. -
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Uniform Renamer is a batch file renamer aiming at reformatting Japanese manga files. It can reorder the information, converge similar terms and thereby unifying filenames towards one format. It is however not designed for numbering files.
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Converge
Editorial workflow system for media houses
Converge is an editorial content management system for small and medium-size media houses who need to manage content and workflow for multiple outlets and re-publish it on multiple platforms (e.g. Websites, Mobile, Newsletters). -
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iDEAside : medium-scale enterprise integration platform where webservices, Intranet, database, and other data sources converge.
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Converge is a project that will provide an application for software development shops to manage multiple products, organizations, and end users.
