Showing 301 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: 0 This Week
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  • 2
    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: 1 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
    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: 2 This Week
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  • 5
    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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  • 6
    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: 102 This Week
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  • 7
    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: 41 This Week
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  • 8
    LibreSprite

    LibreSprite

    Animated sprite editor & pixel art tool

    LibreSprite is a free and open-source program for creating and animating your sprites. Sprites are composed of both layers & frames. Tiled drawing mode, useful to draw patterns and textures. Pixel precise tools like filled contour, polygon, shading mode, etc. Several file types are supported for your sprites and animations. LibreSprite originated as a fork of Aseprite, developed by David Capello. Aseprite used to be distributed under the GNU General Public License version 2, but was moved to a proprietary license on August 26th, 2016. ...
    Downloads: 65 This Week
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  • 9
    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: 0 This Week
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  • 10
    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: 1 This Week
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  • 11
    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: 7 This Week
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  • 12
    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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  • 13
    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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  • 14
    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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  • 15
    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: 34 This Week
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  • 16
    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: 19 This Week
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  • 17
    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: 14 This Week
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  • 18
    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: 134 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
    Cryptol

    Cryptol

    Cryptol: The Language of Cryptography

    Cryptol is a domain-specific language (DSL) for specifying and verifying cryptographic algorithms. Developed by Galois, Cryptol provides a high-level mathematical syntax for describing cryptographic primitives and enables formal verification of algorithm properties. It is used in academic, research, and defense sectors to validate correctness and security through symbolic execution and model checking, ensuring critical cryptographic code is free of design flaws.
    Downloads: 1 This Week
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  • 21
    WhisperJAV

    WhisperJAV

    Uses Qwen3-ASR, local LLM, Whisper, TEN-VAD

    WhisperJAV is an open-source speech transcription pipeline designed specifically for generating subtitles for Japanese adult video content. The project addresses challenges that standard speech recognition models face when transcribing this type of audio, which often includes low signal-to-noise ratios and large numbers of non-verbal vocalizations. Traditional automatic speech recognition systems can misinterpret these sounds as words, leading to inaccurate transcripts. WhisperJAV introduces...
    Downloads: 18 This Week
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  • 22
    Intelligent stock analysis system

    Intelligent stock analysis system

    LLM-driven A/H/US stock intelligent analyzer

    Intelligent stock analysis system is a Python-based smart stock analysis system that leverages large language models to automatically analyze selected equities across A-shares, Hong Kong stocks, and U.S. markets. It’s designed to produce a daily “decision dashboard” summarizing key insights such as core conclusions, precise entry/exit points, and checklists for potential trades, combining multi-dimensional technical analysis, market sentiment, chip distribution, and real-time price data. The system supports scheduled execution using GitHub Actions, enabling fully automated daily analysis and multi-channel notifications via platforms like Telegram, Enterprise WeChat, Feishu, email, and push services. ...
    Downloads: 18 This Week
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  • 23
    MathPHP

    MathPHP

    Powerful modern math library for PHP

    ...It covers a wide range of topics, including linear algebra, calculus, statistics, probability, and numerical analysis. Math PHP is designed for developers and data scientists who require precise and efficient mathematical computations in PHP, making it suitable for scientific computing and data processing.
    Downloads: 1 This Week
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  • 24
    SFBAudioEngine

    SFBAudioEngine

    A powerhouse of audio functionality for macOS, iOS, and tvOS

    SFBAudioEngine is an advanced audio engine designed for macOS and iOS, focusing on high-quality playback, precise audio control, and support for a wide range of audio formats. Built for modern Apple platforms, it provides developers with a robust tool for integrating sophisticated audio functionalities into their applications. It emphasizes extensibility, performance, and clean API design.
    Downloads: 1 This Week
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  • 25
    Dokploy

    Dokploy

    Open Source Alternative to Vercel, Netlify and Heroku

    ...Simplify your project and data management, ensure robust monitoring, and secure your backups—all without the fuss over minute details. Elevate your infrastructure with tools that offer precise control, detailed monitoring, and enhanced security, ensuring seamless management and robust performance. Streamline your deployments with our PaaS. Effortlessly manage Docker containers and traffic with Traefik. Boost your infrastructure's efficiency and security today
    Downloads: 5 This Week
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