Showing 2122 open source projects for "reference"

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  • AI-generated apps that pass security review Icon
    AI-generated apps that pass security review

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  • 1
    Machine Learning Cheat Sheet

    Machine Learning Cheat Sheet

    Classical equations and diagrams in machine learning

    ...It includes summaries of supervised and unsupervised learning methods, model evaluation metrics (accuracy, precision, recall, ROC/AUC), overfitting/underfitting, regularization (L1/L2), cross-validation, feature engineering techniques, and perhaps tips for hyperparameter tuning. Each section is presented concisely, often with diagrams, formula snippets, and short explanatory notes to serve as quick reference for students, practitioners, or interview prep. The repository is ideal for those who want a compact, at-a-glance reminder of ML fundamentals without diving back into textbooks. Because the cheat sheet is meant to be portable and broadly useful, it is format-friendly (often in Markdown, PDF, or image formats) and easy to include in learning workflow or slides.
    Downloads: 0 This Week
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  • 2
    masmt

    masmt

    A frame work for Multi agent system development

    MaSMT is a java based multi-agent system development framework, especially designed for development of English to Sinhala machine translation system. MaSMT also capable to develop any multi-agent based system through its architecture. Reference: B. Hettige, A. S. Karunananda, G. Rzevski, Multi-agent solution for managing complexity in English to Sinhala Machine Translation, International Journal of Design & Nature and Ecodynamics, Volume 11, Issue 2, 2016, 88 – 96. B. Hettige, A. S. Karunananda, G. Rzevski, ” MaSMT: A Multi-agent System Development Framework for English-Sinhala Machine Translation”, International Journal of Computational Linguistics and Natural Language Processing (IJCLNLP), Volume 2 Issue 7 July 2013.
    Downloads: 1 This Week
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  • 3
    OpenSK

    OpenSK

    OpenSK is an open-source implementation for security keys

    ...The project emphasizes defense-in-depth: memory-safe Rust, hardened crypto, isolation via an embedded OS, and explicit user presence/verification flows. Developers can flash reference hardware, customize UX (LEDs, buttons, PIN), and experiment with extensions while staying interoperable with major browsers and platforms. A test and conformance suite validates protocol behavior against the WebAuthn/CTAP specs to ensure compatibility.
    Downloads: 0 This Week
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  • 4
    Bot Framework Solutions

    Bot Framework Solutions

    Set of templates and solutions to build advanced conversational apps

    ...All new projects should use this template instead. This repo will be archived and no longer actively supported on March 31, 2022. The existing assets will remain for reference but will no longer be available in the Visual Studio Marketplace or NuGet repository. Build your own branded assistant tailored to your brand, personalized to your users, made available across a broad range of canvases and devices, and in full ownership of your own data. Extend your assistant with reusable conversational Skills to add common functionality such as collection of reusable conversational skills enabling you to add functionality to a Virtual Assistant. ...
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  • Atera all-in-one platform IT management software with AI agents Icon
    Atera all-in-one platform IT management software with AI agents

    Ideal for internal IT departments or managed service providers (MSPs)

    Atera’s AI agents don’t just assist, they act. From detection to resolution, they handle incidents and requests instantly, taking your IT management from automated to autonomous.
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  • 5
    Idiomatic.js

    Idiomatic.js

    Principles of Writing Consistent, Idiomatic JavaScript

    idiomatic.js is a style guide repository that defines conventions and best practices for writing clean, readable, and maintainable JavaScript code, largely serving as a reference for developers to ensure consistency across projects. It lays out guidelines for topics such as formatting, naming, control structures, modularity, and language features, helping teams avoid common pitfalls and style disagreements. The guide includes examples of both recommended and discouraged patterns, making it easier to understand why a particular convention exists, not just what it is. ...
    Downloads: 2 This Week
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  • 6
    Auceanview

    Auceanview

    Set your windows desktop background to a webcam .jpg link

    ...Open the Auceanview.cfg file in notepad and change change the webcam addresses to your liking. Thankyou to Jos de Jong for the file download subsystem code. Thankyou to the SystemTray code author of which I have no reference info currently. Win32 C++ programmed in Code::Blocks. Can be compiled to run on windows 7, 10, even XP or Windows 2000. Requires the following runtime dlls. libgcc_s_seh-1.dll libstdc++-6.dll libwinpthread-1.dll When compiled, make sure Auceanview.exe and the above dlls exist in C:\Auceanview\ Please add and change what you need to add more functionality. ...
    Downloads: 0 This Week
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  • 7
    TimeSformer

    TimeSformer

    The official pytorch implementation of our paper

    TimeSformer is a vision transformer architecture for video that extends the standard attention mechanism into spatiotemporal attention. The model alternates attention along spatial and temporal dimensions (or designs variants like divided attention) so that it can capture both appearance and motion cues in video. Because the attention is global across frames, TimeSformer can reason about dependencies across long time spans, not just local neighborhoods. The official implementation in PyTorch...
    Downloads: 0 This Week
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  • 8
    PyCls

    PyCls

    Codebase for Image Classification Research, written in PyTorch

    pycls is a focused PyTorch codebase for image classification research that emphasizes reproducibility and strong, transparent baselines. It popularized families like RegNet and supports classic architectures (ResNet, ResNeXt) with clean implementations and consistent training recipes. The repository includes highly tuned schedules, augmentations, and regularization settings that make it straightforward to match reported accuracy without guesswork. Distributed training and mixed precision are...
    Downloads: 0 This Week
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  • 9
    DevDocs Desktop

    DevDocs Desktop

    A full-featured desktop app for DevDocs.io

    ...The app caches selected doc sets locally, allowing you to work on flights, in limited-connectivity environments, or inside secure networks. Its minimalist interface prioritizes content and keyboard navigation, keeping reference checks quick and fluid. Because it’s a desktop wrapper with thoughtful integration, it can manage updates to doc sets and preserve your preferences across sessions. For developers who live in API docs all day, it’s a compact, focused reference station that saves time and mental context switching.
    Downloads: 11 This Week
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  • Cloud data warehouse to power your data-driven innovation Icon
    Cloud data warehouse to power your data-driven innovation

    BigQuery is a serverless and cost-effective enterprise data warehouse that works across clouds and scales with your data.

    BigQuery Studio provides a single, unified interface for all data practitioners of various coding skills to simplify analytics workflows from data ingestion and preparation to data exploration and visualization to ML model creation and use. It also allows you to use simple SQL to access Vertex AI foundational models directly inside BigQuery for text processing tasks, such as sentiment analysis, entity extraction, and many more without having to deal with specialized models.
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  • 10
    This project has been renamed to "Anigma" and has moved to: https://sourceforge.net/projects/anigmaos/ These files remain for reference and code migration.
    Downloads: 0 This Week
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  • 11
    Ooui Web Framework

    Ooui Web Framework

    UI library that brings the simplicity of native UI development to web

    ...It presents a classic object-oriented UI API that controls a dumb browser. With Ooui, you get the full power of your favorite .NET programming language plus the ability to interact with your app using any device. Make sure to add a reference to Ooui before you start running! With just code, a web server that serves the HTML and web socket logic necessary for an interactive button will start. Ooui has been broken up into several packages to increase the variety of ways that it can be used. When the user requests a page, the page will connect to the server using a web socket. ...
    Downloads: 1 This Week
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  • 12
    vim-bootstrap

    vim-bootstrap

    A simple method of generating a configuration for vim / neovim

    Vim Bootstrap makes it easy to learn a new editor, focus on learning how to use it and leave the configuration to us. Is a refactor, and sometimes redactor, in the tradition of Vim (which itself derives from Stevie). It is not a rewrite but a continuation and extension of Vim. Many clones and derivatives exist, some very clever, but none are Vim. Neovim is built for users who want the good parts of Vim, and more. Vim is a highly configurable text editor built to enable efficient text...
    Downloads: 0 This Week
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  • 13
    RigidBodyDynamics.jl

    RigidBodyDynamics.jl

    Julia implementation of various rigid body dynamics

    RigidBodyDynamics.jl is a rigid body dynamics library in pure Julia. It aims to be user friendly and performant, but also generic in the sense that the algorithms can be called with inputs of any (suitable) scalar types. This means that if fast numeric dynamics evaluations are required, a user can supply Float64 or Float32 inputs. However, if symbolic quantities are desired for analysis purposes, they can be obtained by calling the algorithms with e.g. SymPy.Sym inputs. If gradients are...
    Downloads: 0 This Week
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  • 14

    LDhelmet

    Fine-scale recombination rate estimation.

    NOTE: This project has migrated to GitHub: https://github.com/popgenmethods/LDhelmet LDhelmet performs statistical inference for fine-scale variable recombination rate estimation. The source code and the recombination maps for two populations of Drosophila melanogaster are available for download. Reference: Andrew H. Chan, Paul A. Jenkins, Yun S. Song (2012). Genome-Wide Fine-Scale Recombination Rate Variation in Drosophila melanogaster. PLoS Genet 8(12): e1003090. doi:10.1371/journal.pgen.1003090
    Downloads: 4 This Week
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  • 15
    sx-emcalc

    sx-emcalc

    Multifunctional electronics calculator

    Downloads: 3 This Week
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  • 16
    foodOrdering

    foodOrdering

    Food-ordering backend-service with nodejs

    This the backend project for a food ordering platform without the implementation of the payment system. This a NodeJS project built with this helping hands ExpressJS, Mongoose, Bcrypt, JSONwebtoken, Dotenv, Body-Parser, and Nodemon for development. There is postman file with this project foodOrdering.postman_collection.json that would help during testing. Also, you can quickly create test users with the createUser.js file by uncommenting the last line in app.js file.
    Downloads: 0 This Week
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  • 17

    kSEMAW

    Spectro-Ellipsometric Measurement Analysis Workbench

    kSEMAW is a workspace for the analysis of Spectrophotometric (SP), Ellipsometric (ELI) and Photothermal Deflection Spectroscopy (PDS) measurements. The letter “k” indicates the use of the Qt libraries.
    Downloads: 1 This Week
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  • 18
    Flutter Widgets

    Flutter Widgets

    Source code for various Flutter widgets that are developed by Google

    ...Many components are small, focused building blocks you can compose, which keeps your widget tree readable while solving thorny UI edge cases. The package is also a reference for testing strategies and state interactions that the core framework leaves to app authors. Because these widgets are maintained alongside Google’s Flutter efforts, they track framework changes and help apps upgrade smoothly. Teams use the collection to accelerate delivery and to standardize UI behavior across codebases.
    Downloads: 0 This Week
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  • 19
    JSONAPI

    JSONAPI

    jsonapi.org style payload serializer and deserializer

    jsonapi provides helpers and reference code for working with the JSON:API specification, focusing on predictable serialization, deserialization, and linkage of related resources. It enforces the spec’s conventions—data, attributes, relationships, included—so clients and servers exchange data in a consistent, cacheable way. By centralizing how resource identifiers, links, and pagination metadata are emitted, it reduces subtle incompatibilities between services.
    Downloads: 0 This Week
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  • 20
    Machine Learning Beginner

    Machine Learning Beginner

    Machine Learning Beginner Public Account Works

    ...Step-by-step examples help learners see how data preparation, model training, evaluation, and iteration fit together. Because the scope is intentionally beginner-friendly, it’s an approachable springboard to more advanced resources. Educators also reference it as a compact toolkit for workshops and short intro courses.
    Downloads: 0 This Week
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  • 21
    libxspf (formerly called "libSpiff") brings XSPF playlist reading and writing support to your C++ application. Both version 0 and 1 are supported. libxspf is the official reference implementation for XSPF of the Xiph.Org Foundation.
    Downloads: 5 This Week
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  • 22
    18F-DOPA & 123I-FP-CIT templates

    18F-DOPA & 123I-FP-CIT templates

    18F-DOPA & 123I-FP-CIT (Ioflupane - DaTSCAN) human templates for SPM.

    ...Contact: javier191185@gmail.com Terms of use These images are intended for free use by the neuroimaging community. However, we do ask that you please cite the following reference in any publications which make use of these images (previous version): [García-Gómez FJ, García-Solís D, Luis-Simón FJ, Marín-Oyaga VA, Carrillo F, Mir P, Vázquez-Albertino RJ. Elaboration of the SPM template for the standardization of SPECT images with 123I-Ioflupane. Rev Esp Med Nucl Imagen Mol. 2013 Nov-Dec;32(6):350-6.]
    Downloads: 0 This Week
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  • 23
    SLAMBook-en

    SLAMBook-en

    The English version of 14 lectures on visual SLAM

    This project is the English version of “14 Lectures on Visual SLAM: From Theory to Practice,” a text and teaching resource about visual simultaneous localization and mapping (SLAM). It provides the full LaTeX source (formerly Markdown) for all 14 chapters, letting readers compile and study the material systematically. Within the repository you’ll find organized subfolders (e.g. chapters, latex, resources) containing the lecture contents, references, figures, and supporting assets for each...
    Downloads: 0 This Week
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  • 24
    Learn Julia the Hard Way

    Learn Julia the Hard Way

    Learn Julia the hard way

    ...Julia is a technical computing language, although it does have the capabilities of any general-purpose language and you'd be hard-pressed to find tasks it's completely unsuitable for (although that does not mean it's the best or easiest choice for any of them). Julia was developed with the occasional reference to R, and with an avowed intent to improve upon R's clunkiness. R is a great language, but relatively slow, to the point that most people use it to rapidly prototype, and then implement the algorithm for production in Python or Java. Julia seeks to be as approachable as R but without the speed penalty.
    Downloads: 0 This Week
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  • 25
    Linkedin Skill assessments

    Linkedin Skill assessments

    Full reference of LinkedIn answers 2023 for skill assessments

    This repository is for those looking for answers to the LinkedIn assessment quiz questions or willing to help others by contributing to the tests. Or possibly you would like to create your first pull request and be added as a contributor. Add an explanation (or reference link) to your answers. That will help anyone to better learn concepts they might not have a great understanding of. Your resource for answers. In case you have doubts please contact this person or add them to review your PR.
    Downloads: 0 This Week
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