Showing 602 open source projects for "users"

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  • 1
    CoolplaySpark

    CoolplaySpark

    Spark Cool Play: Spark source code analysis, Spark class library, etc.

    CoolplaySpark is a learning and practice repository designed to help users understand and work with Apache Spark. It serves as a companion resource for the book 深入理解Spark核心思想与源码分析 (In-Depth Understanding of Spark’s Core Concepts and Source Code Analysis). The project contains annotated examples, explanations, and exercises that guide learners through Spark’s architecture, execution model, and source code internals.
    Downloads: 2 This Week
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  • 2
    Faster-Rcnn

    Faster-Rcnn

    This is a pytorch implementation library of faster-rcnn

    ...The project also includes learning rate scheduling through step and cosine methods, optimizer choices between Adam and SGD, adaptive learning rate behavior based on batch size, image cropping, FPS testing, video prediction, and batch prediction. It is a practical reference for users who want a more classical two-stage detector workflow in PyTorch.
    Downloads: 0 This Week
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  • 3
    Awesome Conformal Prediction

    Awesome Conformal Prediction

    A professionally curated list of awesome Conformal Prediction videos

    awesome-conformal-prediction is a curated “awesome list” repository on GitHub collecting high-quality resources related to conformal prediction: tutorials, books, papers, theses, open-source libraries, videos, and other educational material. It is not a software library itself but a directory of resources for those wanting to learn or work with conformal prediction and uncertainty quantification. This exceptional resource is the culmination of my PhD journey in Machine Learning, specializing...
    Downloads: 0 This Week
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  • 4
    DeepLabv3 Plus

    DeepLabv3 Plus

    Encoder-Decoder with Atrous Separable Convolution

    ...The project also supports multi-GPU training, multiple backbones, learning rate schedules with step and cosine options, optimizer selection, and adaptive learning rate behavior based on batch size. It is useful for users who want a stronger semantic segmentation baseline than U-Net for scene-level segmentation tasks.
    Downloads: 0 This Week
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  • 5
    AugLy

    AugLy

    A data augmentations library for audio, image, text, and video

    ...AugLy is a great library to utilize for augmenting your data in model training, or to evaluate the robustness gaps of your model! We designed AugLy to include many specific data augmentations that users perform in real life on internet platforms like Facebook's -- for example making an image into a meme, overlaying text/emojis on images/videos, reposting a screenshot from social media. While AugLy contains more generic data augmentations as well, it will be particularly useful to you if you're working on a problem like copy detection, hate speech detection, etc.
    Downloads: 1 This Week
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  • 6
    gon

    gon

    Sign, notarize, and package macOS CLI tools and applications

    ...Software that isn't properly signed or notarized will be shown an error message with the only actionable option being to "Move to Bin". The software cannot be run even from the command-line. The workarounds are painful for users. gon helps you automate the process of notarization.
    Downloads: 0 This Week
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  • 7
    Graph4NLP

    Graph4NLP

    Graph4nlp is the library for the easy use of Graph Neural Networks

    Graph4NLP is an easy-to-use library for R&D at the intersection of Deep Learning on Graphs and Natural Language Processing (i.e., DLG4NLP). It provides both full implementations of state-of-the-art models for data scientists and also flexible interfaces to build customized models for researchers and developers with whole-pipeline support. Built upon highly-optimized runtime libraries including DGL , Graph4NLP has both high running efficiency and great extensibility. The architecture of...
    Downloads: 0 This Week
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  • 8
    CDN Up and Running

    CDN Up and Running

    CDN Up and Running - Building a CDN from Scratch to Learn about CDN

    ...The project uses technologies such as Nginx, Lua, Docker, Prometheus, and Grafana to simulate realistic CDN environments and monitoring systems. It also explores performance considerations, including latency simulation, load balancing, and scalability. By integrating observability tools, it enables users to analyze system behavior and performance metrics.
    Downloads: 0 This Week
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  • 9
    Interpret-Text

    Interpret-Text

    State-of-the-art explainers for text-based machine learning models

    ...We have added extensions to support text models. Interpret-Text incorporates community-developed interpretability techniques for NLP models and a visualization dashboard to view the results. Users can run their experiments across multiple state-of-the-art explainers and easily perform comparative analysis on them. Using these tools, users will be able to explain their machine-learning models globally on each label or locally for each document.
    Downloads: 0 This Week
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  • 10
    vue2-happyfri

    vue2-happyfri

    Learning-oriented app that recreates a mobile food-ordering experience

    vue2-happyfri is a learning-oriented Vue 2 application that recreates a mobile food-ordering experience to demonstrate how to structure a real-world single-page app. It shows how to compose UI from reusable components, wire up routing between views, and manage shared state for carts, users, and menus. The project emphasizes responsive, touch-friendly interactions and small polish details—like transitions, toasts, and loading states—that make the app feel production-ready. It includes examples of fetching and normalizing data, handling asynchronous flows, and keeping UI reactive to server responses. Developers can study folder structure, component boundaries, and patterns for passing data and events cleanly through the tree. ...
    Downloads: 0 This Week
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  • 11
    Real Time Rendering 4th

    Real Time Rendering 4th

    Collection of <Real-Time Rendering 4th (RTR4)> Bibliography

    ...It aggregates research papers, articles, and references related to computer graphics and real-time rendering techniques. The collection is organized by topic, allowing users to explore areas such as lighting, shading, geometry, and rendering pipelines. It serves as a valuable reference for students, researchers, and professionals seeking in-depth knowledge of graphics technology. The repository provides direct access to a wide range of academic and industry resources, facilitating further study. By maintaining a structured and categorized format, it simplifies navigation through complex material. ...
    Downloads: 0 This Week
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  • 12
    TensorNetwork

    TensorNetwork

    A library for easy and efficient manipulation of tensor networks

    TensorNetwork is a high-level library for building and contracting tensor networks—graphical factorizations of large tensors that underpin many algorithms in physics and machine learning. It abstracts networks as nodes and edges, then compiles efficient contraction orders across multiple numeric backends so users can focus on model structure rather than index bookkeeping. Common network families (MPS/TT, PEPS, MERA, tree networks) are expressed with concise APIs that encourage experimentation and comparison. The library provides automatic path finding and cost estimation, exposing when contractions will explode in memory and suggesting better orders. ...
    Downloads: 0 This Week
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  • 13
    Splitties

    Splitties

    A collection of hand-crafted extensions for your Kotlin projects

    ...These libraries are intended to reduce the amount of code you have to write, freeing code reading and writing time, so you can focus more on what you want to build for your users (even if you're the only one), or have more time to have fun. This project is named "Splitties" because it is split in small modules, distributed as independent libraries, so you can add only the ones you need to your project/module, helping reduce the size of the final binary that users' devices will need to download and keep in the limited storage (BTW, everything is limited). ...
    Downloads: 0 This Week
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  • 14
    tmi.js

    tmi.js

    Javascript library for the Twitch Messaging Interface

    ...If the identity has special permission from Twitch for a higher join rate then you should implement your own calls to the client.join method. Disable receiving JOIN/PART events for other users. Good for decreasing network traffic when joining lots of channels or you don't care about this data. After a threshold per channel Twitch stops sending this data so it may not be necessary for all cases. Channels to automatically join upon connecting. The rate of joins is controlled by the options.joinInterval option. Automatically reconnect the client if it gets disconnected for any reason. ...
    Downloads: 0 This Week
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  • 15
    TRFL

    TRFL

    TensorFlow Reinforcement Learning

    ...Pronounced “truffle,” it simplifies the implementation of RL agents by offering reusable components such as loss functions, value estimation tools, and temporal difference (TD) learning operators. The library is designed to integrate seamlessly with TensorFlow, allowing users to define differentiable RL objectives and train models using standard optimization routines. TRFL supports both CPU and GPU TensorFlow environments, though TensorFlow itself must be installed separately. It exposes clean, modular APIs for various RL methods including Q-learning, policy gradient, and actor-critic algorithms, among others. ...
    Downloads: 1 This Week
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  • 16
    streamsupport

    streamsupport

    Backport of Java 8/9 java.util.stream API to Java 6/7 and Android

    This project has moved to GitHub: https://github.com/stefan-zobel/streamsupport streamsupport is a backport of the Java 8 java.util.function (functional interfaces) and java.util.stream (streams) API for users of Java 6 or 7 supplemented with selected additions from java.util.concurrent which didn't exist back in Java 6. Due to the lack of default interface methods and static interface methods in pre-Java 8 the API had to be slightly adjusted in these areas but still covers the full functionality scope of Java 8. In detail, static and default interface methods have been moved to companion classes in the same package that bear the identical name as the interface but with an "s" appended (e.g. ...
    Downloads: 1 This Week
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  • 17
    VTAcknowledgementsViewController

    VTAcknowledgementsViewController

    Acknowledgements screen displaying a list of licenses

    VTAcknowledgementsViewController is an open-source iOS view controller that displays acknowledgments for third-party libraries used in an app. It provides a standardized way to present license information to users, often required for open-source compliance.
    Downloads: 0 This Week
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  • 18
    PyG2Plot

    PyG2Plot

    Python3 binding Plotting Library

    PyG2Plot is a Python 3 binding for AntV G2Plot, an interactive and responsive charting library. It lets Python users create statistical charts through a small amount of code while relying on G2Plot’s grammar-of-graphics foundation. The library is inspired by pyecharts and is designed to make web-based charts available from Python workflows. Users create a Plot instance, set chart options, and render the result as an HTML file, HTML string, notebook preview, or JupyterLab output. ...
    Downloads: 0 This Week
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  • 19
    General catalogue of e-books

    General catalogue of e-books

    Collection of e-books (multiple disciplines, including download links)

    ...Instead of hosting the full texts, the project points to legitimate online sources where books can be read or downloaded, serving as a centralized index for learners and professionals who want to build domain knowledge without paying for expensive textbooks. The repository is organized into categories that help users discover books on specific topics such as operating systems, databases, networking, and artificial intelligence, making exploration easier than manually searching the web. Contributors update the list over time to add new entries or improve organization, helping keep the catalog relevant as the technical landscape evolves.
    Downloads: 0 This Week
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  • 20
    earthengine-py-notebooks

    earthengine-py-notebooks

    A collection of 360+ Jupyter Python notebook examples

    Users can quickly adapt the examples for their own remote sensing, environmental monitoring, or spatial data science projects, and can run the code in environments like Google Colab.
    Downloads: 0 This Week
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  • 21
    CodeQL

    CodeQL

    Libraries and queries that power security researchers

    CodeQL is a semantic code analysis engine that treats programs as queryable databases, enabling users to write expressive queries that identify security vulnerabilities, logic bugs, and code quality issues across large codebases. Instead of just pattern matching text, CodeQL ingests source code, builds rich representations of structure and data flow, and allows queries that reason about control flow, type systems, and interprocedural relationships.
    Downloads: 1 This Week
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  • 22
    LevelDB

    LevelDB

    A fast key-value storage library

    LevelDB is a library of persistent key values. Written at Google, it contains keys and values that are arbitrary byte arrays, ordered within the key value store according to a user-specified comparator function. LevelDB is not an SQL database and does not support SQL queries or indexes. It simply provides an ordered mapping from string keys to string values. Data is stored already sorted by key, though callers can override the sort order through a custom comparison function. It supports...
    Downloads: 9 This Week
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  • 23
    Fluro

    Fluro

    Fluro is a Flutter routing library that adds flexible routing options

    ...It supports custom route transitions so screens can animate in ways that match an app’s brand and motion language. Error handling hooks help capture unknown routes, and developers can funnel users to fallback pages or gracefully redirect. Because it sits close to Flutter’s own navigation mechanisms, it integrates cleanly and remains easy to adopt incrementally. Fluro’s sweet spot is teams that want readable, testable route tables and predictable parameter passing without heavy architectural overhead.
    Downloads: 0 This Week
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  • 24
    .Net Core for Delphi/Lazarus

    .Net Core for Delphi/Lazarus

    The best library to work with the .Net Core from Delphi and Lazarus.

    The .Net Core for Delphi/Lazarus (dotNetCore4Delphi) is a .Net Core Runtime Library for Delphi which helps Delphi/Pascal developers work with .Net Core. It is designed to provide a way to interact with .Net Core applications from Delphi/Pascal. What dotNetCore4Delphi can do: - Access .Net Core Framework Class Library. - Access Third Party .Net Core Libraries. - Access Your .Net Core Libraries. - etc Competitive Advantages: - Cross-platform framework that runs on Windows, Linux and...
    Downloads: 0 This Week
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  • 25
    TrackersListCollection

    TrackersListCollection

    A list of popular BitTorrent Trackers

    TrackersListCollection is a daily-updated collection of BitTorrent tracker server lists, curated and filtered from across the internet to build a “best of” list and a full list for usage in torrent clients, automation, or performance tuning. The project scans public trackers, tests their responsiveness or status, categorises them (e.g., all trackers vs best trackers), and makes plain-text files available (like best.txt, all.txt) that can be included in download clients or scripts. Because...
    Downloads: 2 This Week
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