Showing 203 open source projects for "reference"

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  • 1
    Video Nonlocal Net

    Video Nonlocal Net

    Non-local Neural Networks for Video Classification

    video-nonlocal-net implements Non-local Neural Networks for video understanding, adding long-range dependency modeling to 2D/3D ConvNet backbones. Non-local blocks compute attention-like responses across all positions in space-time, allowing a feature at one frame and location to aggregate information from distant frames and regions. This formulation improves action recognition and spatiotemporal reasoning, especially for classes requiring context beyond short temporal windows. The repo...
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  • 2
    properties

    properties

    another c#-like property accessor for c++11 and above.

    ...This enables data to be accessed easily and still helps promote the safety and flexibility of methods. * Github repository : https://github.com/gammasoft71/properties * Homepage : https://gammasoft71.wixsite.com/properties * Reference guide : https://codedocs.xyz/gammasoft71/properties/ * Examples : https://github.com/gammasoft71/properties/tree/master/examples
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  • 3
    Compare GAN

    Compare GAN

    Compare GAN code

    compare_gan is a research codebase that standardizes how Generative Adversarial Networks are trained and evaluated so results are comparable across papers and datasets. It offers reference implementations for popular GAN architectures and losses, plus a consistent training harness to remove confounding differences in optimization or preprocessing. The library’s evaluation suite includes widely used metrics and diagnostics that quantify sample quality, diversity, and mode coverage. With configuration-driven experiments, you can sweep hyperparameters, run ablations, and log results at scale. ...
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  • 4

    Aglyph

    Aglyph is a Dependency Injection framework for Python.

    ...Aglyph can assemble "prototype" components (a new instance is created every time), "singleton" components (the same instance is returned every time), "borg" components (a new instance is created every time, but all instances of the same class share the same internal state), and "weakref" components (the same instance is returned as long as there is at least one "live" reference to the instance in the running application). Aglyph can be configured using a declarative XML syntax, or programmatically in pure Python using a fluent API.
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  • Atera all-in-one platform IT management software with AI agents Icon
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  • 5
    zeroclickinfo-goodies

    zeroclickinfo-goodies

    DuckDuckGo Instant Answers based on Perl & JavaScript

    ZeroClickInfo Goodies is a collection of Perl and JavaScript-based instant answers for DuckDuckGo. It provides users with immediate answers to queries without the need to click on search results.​
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  • 6
    Vim Galore

    Vim Galore

    All things Vim

    vim-galore is an extensive knowledge base for Vim users, offering curated tips, plugin recommendations, configuration ideas, workflows, and best practices—a comprehensive starting point for mastering Vim. Vim adheres to the modal editing philosophy. This means that it provides multiple modes and the meaning of keys changes according to the mode. You navigate files in normal mode, you insert text in insert mode, you select lines in visual mode, you access commands in command-line mode and so...
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  • 7
    ACMESharp

    ACMESharp

    An ACME client library and PowerShell client for the .NET platform

    ...This project implements a client library and PowerShell client for the ACME protocol. ACMESharp is interoperable with the CA server used by the Let's Encrypt project which is the reference implementation for the server-side ACME protocol. ACMESharp includes features comparable to the official Let's Encrypt client which is the reference implementation for the client-side ACME protocol. The ACMESharp client implementation is broken up into layers that build upon each other. Basic tools and services required for implementing the ACME protocol and its semantics (JSON Web Signature (JWS), PKI operations, client-side persistence) Low-level ACME protocol client library that can interoperate with a compliant ACME server. ...
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  • 8
    Rotations Conversion Library

    Rotations Conversion Library

    Library for working with 3D rotations in C++

    ...Unit tests for each function are provided to ensure that the library performs exactly as it should. The implementation of the Rotations Conversion Library is based on the very related Matlab/Octave Rotations Library (MORL), which is a highly tested reference implementation for the required algorithms (see https://sourceforge.net/projects/rotationslib/).
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  • 9
    Spring PetClinic

    Spring PetClinic

    A sample Spring-based application

    The Spring Petclinic is the canonical reference sample application built with Spring Boot and Thymeleaf, demonstrating best practices in building Spring-based web applications; forks also exist showcasing implementations with modern architectures like microservices, reactive stacks, and AI integrations. In its default configuration, Petclinic uses an in-memory database (H2) which gets populated at startup with data.
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  • 10
    DataScienceR

    DataScienceR

    a curated list of R tutorials for Data Science, NLP

    ...It acts as a learning scaffold for students or beginners transitioning to more advanced data science work in R, offering a hands-on, example-driven approach. The structure encourages modularity, readability, and reproducible practices, making it a useful reference repository for learners and educators alike.
    Downloads: 1 This Week
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  • 11
    Your basic graph

    Your basic graph

    Graph algorithms and data structures

    A graph implementation based entirely on functions. This text is about the implementation of a Go tool based entirely on functions – the API contains only immutable data types, and the code is built on top of a struct with five function fields. It’s a tool for building virtual graphs. In a virtual graph no vertices or edges are stored in memory, they are instead computed as needed. The tool is part of a larger library of generic graph algorithms.
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  • 12
    A PostgreSQL Interface for Tcl

    A PostgreSQL Interface for Tcl

    A Tcl interface to PostgreSQL databases, using PostgreSQL libpq

    pgtclng (PostgreSQL Tcl Next-Generation) is a loadable Tcl module for accessing PostgreSQL databases. It was forked from pgtcl in Feb 2004, moved to pgfoundy.org in Aug 2006 and to Sourceforge.net in Mar 2011. Its API is a superset of the pure-Tcl companion project pgintcl.
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    Downloads: 27 This Week
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  • 13
    emojipacks

    emojipacks

    CLI to bulk upload emojis to your Slack

    ...Note you must have node and npm installed. If you don't, go to nodejs.org and follow the install instructions there. A file named batchUploadExample.sh is provided for your reference. Edit this file change the subdomain, email, and password parameters to your own and save it as batchUpload.sh or something similar. It optionally takes an argument for the directory path that contains your yaml files. If this is not provided './packs' will be used by default.
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  • 14
    node2vec

    node2vec

    Learn continuous vector embeddings for nodes in a graph using biased R

    ...These embeddings capture community structure as well as structural equivalence, enabling machine learning on graphs for tasks such as classification, clustering, and link prediction. The repository contains reference code accompanying the research paper node2vec: Scalable Feature Learning for Networks (KDD 2016). It allows researchers and practitioners to apply node2vec to various graph datasets and evaluate embedding quality on downstream tasks. By bridging ideas from graph theory and word embedding models, this project demonstrates how graph-based machine learning can be made efficient and flexible.
    Downloads: 1 This Week
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  • 15

    JavaMutex

    Provides 100% pure Java mutual exclusion.

    Freely redistributable open source 100% pure Java for mutual exclusion. Read-write and read-only reentrant lock, condition variable, atomic wraps for Boolean, Integer, Long, and Reference. Cell pool with optional locking, object exchanger, Intersect.
    Downloads: 0 This Week
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  • 16
    UPascal

    UPascal

    My common Pascal units for Lazarus/FreePascal

    ...Its going to take some time, since I've built up a lot of code over the years. But, give it a few months, and everything should be here. The idea is to have a common code base for all my goodies, and a reference point for any "how do I" questions. cheers Derek
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  • 17
    Glimpse Plotting Library

    Glimpse Plotting Library

    WPF Plotting Library

    ...Main attributes can be customized through the respective constructors, additional changes are available through public properties. To use the packaged classes just reference the library in your project, instantiate a new plot and add it to a display container of your choice.
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  • 18
    GXUI

    GXUI

    An experimental Go cross platform UI library

    ...The library encouraged idiomatic Go patterns—composition and interfaces—while offering a retained-mode tree of views for common desktop interactions. Although the project is no longer actively developed, it remains a reference for how to bridge Go’s concurrency model with UI event loops and rendering pipelines. Developers still look to it for examples of input handling, focus management, and custom drawing in pure Go environments.
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  • 19
    Aspose.Total Java for IntelliJ IDEA

    Aspose.Total Java for IntelliJ IDEA

    (formerly: Aspose for JetBrains)

    Aspose.Total Java for IntelliJ IDEA allows developers to create Aspose Java project through plugin provided Aspose Project Wizard. The wizard enables the developers to select and download the latest Aspose Java APIs and samples example codes.
    Downloads: 1 This Week
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  • 20
    This C++ library adds reference-counting to user classes, as well as custom deleters and weak ptrs support. Thus it almost eliminates the need in tr1:shared_ptr. Wrapped objects could be used with tr1:intrusive_ptr or with this library smart pointers
    Downloads: 0 This Week
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  • 21
    Bocker

    Bocker

    Docker implemented in around 100 lines of bash

    ...It is not intended for production use due to performance, security, and missing features, but it is a useful tool for learning how containers work under the hood. Many learners and educators reference it when teaching container internals or when debugging container behavior in a minimal environment.
    Downloads: 2 This Week
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  • 22
    Gulp-Cheatsheet

    Gulp-Cheatsheet

    A cheatsheet for gulp.js

    ...It includes multilingual PDF versions (English, Japanese, Chinese) so users around the world can use it in their preferred language. The repository is lightweight (mostly documentation and examples), licensed under MIT, and maintained as a community reference rather than a full tool or plugin.
    Downloads: 0 This Week
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  • 23
    rscss

    rscss

    Reasonable System for CSS Stylesheet Structure

    ...The guidelines cover folder structure, naming, and how to scope modifiers, which helps reduce churn when multiple contributors touch the same UI. Even if your team eventually adopts a utility framework or CSS-in-JS, rscss is a helpful reference for reasoning about class semantics and keeping styles tidy.
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  • 24
    libascii85

    libascii85

    Convert between binary data and ASCII base-85 encoded text

    libascii85 is a library of functions for conversion between binary data and ASCII base-85 encoded text as specified by Adobe in the PostScript Language Reference.
    Downloads: 0 This Week
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  • 25
    MPPerl::Convert::ASCII85

    MPPerl::Convert::ASCII85

    Convert to/from ASCII base-85 encoded text

    This module provides functions for conversion between binary data and ASCII base-85 encoded text as described by Adobe in the PostScript Language Reference. There is also a non‐standard mode that encodes a group of four consecutive ASCII SPACE characters as a single ‘y’ character, and omits the ‘~>’ EOD marker. Please note that this module is written in pure Perl, and is as such very slow. A better alternative is to use the MPPerl::Convert::ASCII85::XS module, in which the most time-critical code has been written in C. ...
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