Showing 256 open source projects for "precise"

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  • 1
    pep484 stubs for Django

    pep484 stubs for Django

    PEP-484 stubs for Django

    This package contains type stubs and a custom mypy plugin to provide more precise static types and type inference for Django framework. Django uses some Python "magic" that makes having precise types for some code patterns problematic. This is why we need this project. The final goal is to be able to get precise types for the most common patterns. We are independent from Django at the moment. There's a proposal to merge our project into the Django itself.
    Downloads: 1 This Week
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  • 2
    UI-TARS Desktop

    UI-TARS Desktop

    A GUI Agent app based on UI-TARS to control your computer using AI

    ...This cross-platform tool supports both Windows and macOS, allowing users to perform tasks through intuitive commands. Key features include screenshot-based visual recognition, precise mouse and keyboard control, and real-time feedback on actions. Provides immediate responses and visual feedback on actions performed. The application facilitates seamless interaction with the computer, enhancing user experience by simplifying complex operations into straightforward language instructions. Leverages advanced AI to bridge the gap between visual elements and language commands. ...
    Downloads: 42 This Week
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  • 3
    GraphQL Scalars

    GraphQL Scalars

    A library of custom GraphQL Scalars for creating precise schemas

    ...However, for all of GraphQL's greatness, it is missing a couple of things that we have (and you might) find very useful in defining your schemas. Namely GraphQL has a limited set of scalar types, and we have found there are some additional scalar types that are useful in being more precise in our schemas. Thankfully, those sharp GraphQL folks provided a simple way to add new custom scalar types if needed. That's what this package does. GraphQL Scalars is a library of custom GraphQL scalar types for creating precise type-safe GraphQL schemas. The GraphQL Specification has the Int, Float, String, Boolean and ID Scalar types by default. ...
    Downloads: 0 This Week
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  • 4
    Manim Python

    Manim Python

    Animation engine for explanatory math videos

    Manim is a Python library and animation engine designed for creating precise, programmatic mathematical visuals—famously used by 3Blue1Brown. It enables developers and educators to script animations using code and produce high-quality explanatory math videos.
    Downloads: 0 This Week
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  • 5
    agentation

    agentation

    The visual feedback tool for agents

    ...The package installs into a React app and shows a floating toolbar that lets you activate element selection and add notes during a development session, helping you capture precise targets for improved AI output.
    Downloads: 1 This Week
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  • 6
    gse

    gse

    Go efficient multilingual NLP and text segmentation

    Go efficient multilingual NLP and text segmentation; support English, Chinese, Japanese and others. Gse is implements jieba by golang, and try add NLP support and more feature. Support common, search engine, full mode, precise mode and HMM mode multiple word segmentation modes. Support user and embed dictionary, Part-of-speech/POS tagging, analyze segment info, stop and trim words. Support multilingual: English, Chinese, Japanese and others. Support Traditional Chinese. Support HMM cut text use Viterbi algorithm. Support NLP by TensorFlow (in work). Named Entity Recognition (in work). ...
    Downloads: 1 This Week
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  • 7
    graphql_client

    graphql_client

    Typed, correct GraphQL requests and responses in Rust

    A typed GraphQL client library for Rust. Precise types for query variables and responses. Supports GraphQL fragments, objects, unions, inputs, enums, custom scalars and input objects. Works in the browser (WebAssembly). Subscriptions support (serialization-deserialization only at the moment). Copies documentation from the GraphQL schema to the generated Rust code. Arbitrary derives on the generated responses.
    Downloads: 0 This Week
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  • 8
    OpenRGB

    OpenRGB

    Open source RGB lighting control

    ...The app supports running as a standalone GUI, a headless server, or a networked client so multiple machines can synchronize lighting. Profiles make it easy to save and switch complex scenes, and a graphical LED map helps craft precise patterns. Power users can automate everything via a command-line tool and an SDK that third-party apps can target. The project’s goal is straightforward: one tool to orchestrate all your lighting without the bloat, drivers, or background processes that often come with vendor software.
    Downloads: 66 This Week
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  • 9
    Magnitude

    Magnitude

    Vision AI browser agent for automation, testing, and extraction

    ...Developers can use it to automate repetitive web tasks, integrate services without APIs, or build advanced browser-based agents. It also provides flexible abstraction levels, allowing both high-level task execution and precise low-level control of actions like mouse movements and keyboard input.
    Downloads: 2 This Week
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  • 10
    Edit Banana

    Edit Banana

    Edit Banana: A framework for converting statistical figures

    Edit Banana is an innovative web application designed to simplify image editing by merging intuitive user interfaces with powerful generative AI capabilities, enabling users to quickly enhance, manipulate, or transform photos without needing advanced design skills. It provides a smooth, browser-based experience where users can upload images, make precise edits such as background removal or inpainting, and apply stylistic transformations or corrections through AI prompts. The tool focuses on accessibility, giving hobbyists, content creators, and small teams a way to produce polished visuals without downloading heavyweight software or managing local compute resources. Through AI-driven features like content-aware fill and stylistic adjustments, users can modify or replace regions of an image with contextually relevant content that blends seamlessly with the rest of the composition.
    Downloads: 36 This Week
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  • 11
    LTX-2.3

    LTX-2.3

    Official Python inference and LoRA trainer package

    ...This unified approach allows creators to generate complete multimedia sequences where motion, timing, and sound are aligned automatically. LTX-2 is designed for both research and production workflows and can generate high-resolution video clips with precise control over structure, motion, and camera behavior.
    Downloads: 76 This Week
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  • 12
    Cashify

    Cashify

    Lightweight currency conversion library, successor of money.js

    Cashify is a simple and flexible currency conversion library for JavaScript and TypeScript applications. It provides accurate and efficient conversion between different currencies using exchange rates.
    Downloads: 2 This Week
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  • 13
    ML Ferret

    ML Ferret

    Refer and Ground Anything Anywhere at Any Granularity

    ...The core idea is a hybrid region representation that mixes discrete coordinates with continuous visual features, so the model can fluidly handle “any-form” referring while maintaining precise spatial localization. The repo presents the vision-language pipeline, model assets, and paper resources that show how Ferret answers questions, follows instructions, and returns grounded outputs rather than just text. In practice, this enables tasks like “find that small red icon next to the chart and describe it” where both the linguistic reference and the visual region are ambiguous without fine spatial reasoning.
    Downloads: 0 This Week
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  • 14
    Ethereum Yellow Paper

    Ethereum Yellow Paper

    The "Yellow Paper": Ethereum's formal specification

    ...It encodes rigorous mathematics and pseudocode defining how blocks are validated, how world state evolves, gas accounting, account balances, and execution semantics of opcodes. The paper is the authoritative technical reference for clients, protocol architects, and researchers seeking a precise, unambiguous description of Ethereum’s design and expected behavior. The repository may include the LaTeX source, historical versions (by hard fork), comments, errata, and supplemental updates as the protocol evolves. Because Ethereum has had multiple upgrades (e.g. “Byzantium”, “Istanbul”, “Berlin”), the Yellow Paper often tracks changes to opcode gas costs, state transition nuance, and new EIPs.
    Downloads: 0 This Week
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  • 15
    WordCloud.jl

    WordCloud.jl

    Word cloud generator in julia

    ...You can customize the shape, color, angle, position, distribution, density, and spacing to align with your preferences and artistic style. This visualization solution guarantees precise results. Each word appears only once, and its font size is determined solely by the provided weight. Words are never repeated or shrunk artificially to fill empty spaces. It utilizes intelligent strategies and efficient nesting algorithms, implemented entirely in Julia (see Stuffing.jl). As a result, it can easily generate high-resolution word clouds.
    Downloads: 0 This Week
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  • 16
    Wan2.2

    Wan2.2

    Wan2.2: Open and Advanced Large-Scale Video Generative Model

    ...It introduces a Mixture-of-Experts (MoE) architecture that splits the denoising process across specialized expert models, increasing total model capacity without raising computational costs. Wan2.2 integrates meticulously curated cinematic aesthetic data, enabling precise control over lighting, composition, color tone, and more, for high-quality, customizable video styles. The model is trained on significantly larger datasets than its predecessor, greatly enhancing motion complexity, semantic understanding, and aesthetic diversity. Wan2.2 also open-sources a 5-billion parameter high-compression VAE-based hybrid text-image-to-video (TI2V) model that supports 720P video generation at 24fps on consumer-grade GPUs like the RTX 4090. ...
    Downloads: 168 This Week
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  • 17
    autobrr

    autobrr

    Modern, easy to use download automation for torrents and usenet

    autobrr is an automated torrent management and filtering tool designed for power users who want precise control over torrent downloads from trackers and indexers. It monitors IRC and RSS feeds for torrent announcements and matches them against user-defined filters to automatically send matching torrents to download clients. Ideal for private tracker users, autobrr integrates with popular clients like qBittorrent, Deluge, and rTorrent, and allows advanced filtering based on release names, resolution, encoding, and more. ...
    Downloads: 16 This Week
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  • 18
    Agent S

    Agent S

    Agent S: an open agentic framework that uses computers like a human

    ...The latest version, Agent S3, surpasses human-level performance on the OSWorld benchmark, demonstrating state-of-the-art results in complex multi-step computer tasks. Agent S combines powerful foundation models (such as GPT-5) with grounding models like UI-TARS to translate visual inputs into precise executable actions. It supports flexible deployment via CLI, SDK, or cloud, and integrates with multiple model providers including OpenAI, Anthropic, Gemini, Azure, and Hugging Face endpoints. With optional local code execution, reflection mechanisms, and compositional planning, Agent S provides a scalable and research-driven framework for building advanced computer-use agents.
    Downloads: 3 This Week
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  • 19
    MCP ZoomEye

    MCP ZoomEye

    A Model Context Protocol server that provides network asset info

    The ZoomEye MCP Server is a Model Context Protocol server that provides network asset information based on query conditions, allowing Large Language Models to obtain data by querying ZoomEye using dorks and other search parameters. ​
    Downloads: 0 This Week
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  • 20
    RubyMoney

    RubyMoney

    A Ruby Library for dealing with money and currency conversion

    RubyMoney is a widely adopted Ruby library that provides a robust and precise way to represent and manipulate monetary values in software applications. It is designed around the principle that financial calculations must avoid floating point errors, and therefore represents values internally as integers in the smallest currency unit, such as cents. The library introduces a Money class that encapsulates both the numeric value and the associated currency, ensuring that operations are always context-aware and accurate. ...
    Downloads: 5 This Week
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  • 21
    JOML

    JOML

    A Java math library for OpenGL rendering calculations

    ...It provides a complete suite of vector, matrix, quaternion, and geometry operations essential for real-time graphics and game development. Unlike other math libraries, JOML avoids object allocation during calculations, making it highly optimized for garbage-free performance. With precise control over mathematical operations and compatibility with low-level APIs, JOML is a go-to library for Java developers working on real-time 3D engines and simulations.
    Downloads: 8 This Week
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  • 22
    Seeker

    Seeker

    Accurately Locate Smartphones using Social Engineering

    Seeker is an open source project that demonstrates how to obtain precise location information from devices using social engineering and web-based techniques. The tool sets up a phishing page that asks for location permissions, allowing GPS and other device data to be shared if the user consents. It can capture latitude, longitude, accuracy, altitude, direction, and even speed, with results displayed in a terminal.
    Downloads: 11 This Week
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  • 23
    FineTune

    FineTune

    FineTune, a macOS menu bar app to control volume for each app

    ...It fills a gap in macOS audio control by providing more advanced routing and audio shaping capabilities than the default system controls, making it useful for power users, audio professionals, and anyone needing precise management of their sound environment. Through a clean, minimal interface accessible from the menu bar, FineTune lets users isolate and balance application volumes, assign specific outputs (like headphones versus speakers), and tweak equalization to enhance or tailor audio based on content or personal preference. Its integration into the OS workflow means that these adjustments persist across sessions and respect the user’s choices without requiring constant interaction with deeper system settings.
    Downloads: 15 This Week
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  • 24
    Layui UI

    Layui UI

    An open source Web UI component library

    ...Layui is different from those front-end frameworks based on the bottom layer of MVVM, but it does not go against the road, but believes in returning to the basics. To be precise, it is more for back-end developers. You don’t need to get involved in various front-end tools. You only need to face the browser itself, and let all the elements and interactions you need come from here at your fingertips.
    Downloads: 22 This Week
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  • 25
    ContextGem

    ContextGem

    ContextGem: Effortless LLM extraction from documents

    ContextGem is an open-source framework designed to simplify the extraction of structured data and insights from documents using large language models (LLMs). It provides a flexible, intuitive API that minimizes boilerplate code, enabling developers to build complex extraction workflows efficiently. ContextGem supports various document formats and integrates with multiple LLM providers, making it a versatile tool for tasks like contract analysis, anomaly detection, and information retrieval.​
    Downloads: 2 This Week
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