Showing 191 open source projects for "reference"

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  • 1
    FairScale

    FairScale

    PyTorch extensions for high performance and large scale training

    ...Its components are modular, so teams can adopt just the sharding optimizer or the pipeline engine without rewriting their training loop. FairScale puts emphasis on correctness and debuggability, offering hook points, logging, and reference examples for common trainer patterns. Although many ideas have since landed in core PyTorch, FairScale remains a valuable reference and a practical toolbox for squeezing more performance out of multi-GPU and multi-node jobs.
    Downloads: 0 This Week
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  • 2
    Git Tips

    Git Tips

    Compact knowledge base of Git command tips and workflows

    git-tips is a compact knowledge base of Git command tips and workflows designed to be quickly searchable and easy to memorize. It favors short, actionable examples that solve common problems like amending commits, cleaning branches, rewriting history, bisecting, stashing, or recovering lost work. Each tip shows the exact command and a brief explanation, reducing time spent digging through manual pages. The collection is useful for daily development, code reviews, and release management where...
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  • 3
    ml-surveys

    ml-surveys

    Survey papers summarizing advances in deep learning, NLP, CV, graphs

    The ml-surveys repository is a broad, maintainable overview of survey papers across many subfields of machine learning — including deep learning, NLP, computer vision, graph ML, reinforcement learning, recommendation systems, embeddings, meta-learning, and more. Instead of diving into code or experiments, this repo gathers authoritative survey and review articles, summarizing the state-of-the-art, trends, challenges, and directions within each subdomain. For someone trying to get up to speed...
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  • 4
    This is a free js library you can use for more simple graphic design and HTML tag adding and manipulation. This download also contains a the library reference
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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

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  • 5
    JavaScript and React Patterns

    JavaScript and React Patterns

    Repo related to the FrontendMasters course on JavaScript and React

    ...Performance considerations appear throughout, such as when to memoize, how to minimize re-renders, and where to split components. Each example is concise and focused, making it easy to apply to real codebases without wading through long essays. The result is a practical field guide you can reference during code reviews or when sketching a component architecture.
    Downloads: 0 This Week
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  • 6
    Jraph

    Jraph

    A Graph Neural Network Library in Jax

    ...The library includes a comprehensive set of utilities for batching, padding, masking, and partitioning graph data, making it ideal for distributed and large-scale GNN experiments. Jraph also comes with a model zoo—a collection of forkable reference implementations of common message-passing GNN architectures, such as Graph Networks, Graph Convolutional Networks, and Graph Attention Networks.
    Downloads: 0 This Week
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  • 7
    Dragonbox

    Dragonbox

    Reference implementation of Dragonbox in C++

    This library is a reference implementation of Dragonbox in C++. Dragonbox is a float-to-string conversion algorithm based on a beautiful algorithm Schubfach, developed by Raffaello Giulietti in 2017-2018. Dragonbox is further inspired by Grisu and Grisu-Exact. Dragonbox generates a pair of integers from a floating-point number: the decimal significand and the decimal exponent of the input floating-point number.
    Downloads: 4 This Week
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  • 8
    Fairseq

    Fairseq

    Facebook AI Research Sequence-to-Sequence Toolkit written in Python

    Fairseq(-py) is a sequence modeling toolkit that allows researchers and developers to train custom models for translation, summarization, language modeling and other text generation tasks. We provide reference implementations of various sequence modeling papers. Recent work by Microsoft and Google has shown that data parallel training can be made significantly more efficient by sharding the model parameters and optimizer state across data parallel workers. These ideas are encapsulated in the new FullyShardedDataParallel (FSDP) wrapper provided by fairscale. ...
    Downloads: 2 This Week
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  • 9
    graphql-client

    graphql-client

    A Ruby library for declaring, composing and executing GraphQL queries

    GraphQL Client is a Ruby library for declaring, composing and executing GraphQL queries. Sample configuration for a GraphQL Client to query from the SWAPI GraphQL Wrapper. If you haven't already, familiarize yourself with the GraphQL query syntax. Queries are declared with the same syntax inside of a <<-'GRAPHQL' heredoc. There isn't any special query builder Ruby DSL. This client library encourages all GraphQL queries to be declared statically and assigned to a Ruby constant. If you're...
    Downloads: 0 This Week
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  • 10
    Open Source iOS Apps

    Open Source iOS Apps

    Collaborative List of Open-Source iOS Apps

    A community-maintained directory of real-world, open-source iOS applications. It showcases a variety of apps (mostly written in Swift or Objective-C) covering utilities, UI examples, games, and more—as a learning reference or starting point for iOS developers. Help analyse individuals’ travel and trace their movements when cases of infection arise. Helps developers learn architecture patterns like MVVM, Combine, and SwiftUI. Regularly updated with projects reflecting current iOS development trends.
    Downloads: 2 This Week
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  • 11
    Statistical Rethinking 2022

    Statistical Rethinking 2022

    Statistical Rethinking course winter 2022

    ...It includes lecture code files, example datasets, and structured exercises that parallel the topics covered in the lectures (probability, regression, model comparison, Bayesian updating). The repo functions as a direct hands-on reference for students following the 2022 recorded lecture series. There are 10 weeks of instruction. Links to lecture recordings will appear in this table. Weekly problem sets are assigned on Fridays and due the next Friday, when we discuss the solutions in the weekly online meeting.
    Downloads: 0 This Week
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  • 12
    glfx.js

    glfx.js

    An image effects library for JavaScript using WebGL

    ...A demo page showcases a variety of filters, from basic brightness/contrast adjustments to more advanced distortions and color manipulations. glfx.js remains a handy reference and solution for anyone needing client-side photo editing, visual effects, or generative graphics powered by WebGL.
    Downloads: 2 This Week
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  • 13
    MDH Weekly

    MDH Weekly

    MDH Weekly front-end weekly, published every Monday at 9am

    The MDH Weekly repository appears to serve as a personal or community-maintained digest or collection project — presumably capturing curated content (e.g., articles, news, links, tips) on a weekly basis. It gives a structured way to aggregate items of interest (possibly front-end, open-source, JS/React ecosystem, or general programming resources) into a periodic “newsletter” or summary repository. For contributors or followers of the project, it helps stay up-to-date with trends, new tools,...
    Downloads: 0 This Week
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  • 14
    Pythonidae

    Pythonidae

    Curated decibans of scientific programming resources in Python

    ...The repository organizes tools and libraries into domain-specific categories, including mathematics, statistics, machine learning, artificial intelligence, biology, chemistry, physics, earth sciences, and supercomputing. It also covers practical areas such as build automation, databases, APIs, computer graphics, and utilities, offering a structured reference for both academic and applied work. While the primary focus is on Python, some entries also highlight resources implemented in other languages like Julia, R, Go, and Java. The project emphasizes open contribution, allowing the community to continuously expand and refine the index. By gathering these resources in one place, Pythonidae acts as a central hub for scientific and data-driven programming with Python.
    Downloads: 15 This Week
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  • 15
    TensorFlow Examples

    TensorFlow Examples

    TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

    TensorFlow Examples is a comprehensive repository of example implementations, tutorials, and reference code intended to help newcomers and intermediate learners dive into TensorFlow quickly. It contains both Jupyter notebooks and raw source code, covering a broad range of tasks: from basic machine-learning and neural-network models to more advanced use cases, using both TensorFlow v1 and v2 APIs. For clarity and educational value, each example is accompanied by explanatory comments or markdown cells to illustrate what the code does and why — a design that makes it especially suitable for self-learners or students following along with real data. ...
    Downloads: 0 This Week
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  • 16
    CameraVoyeur

    CameraVoyeur

    Windows-oriented utility to log frames from a connected camera devices

    ...This makes it useful for developers who want to add camera capture to a Windows tool or who need a barebones sample to build surveillance, monitoring, or computer vision toys on top of. Its value is really in being a simple, readable reference rather than a big camera suite.
    Downloads: 2 This Week
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  • 17
    pure sh bible

    pure sh bible

    A collection of pure POSIX sh alternatives to external processes

    ...It’s especially useful for people who have to write init scripts, Docker entrypoints, embedded or minimal-system scripts where Bash is not guaranteed. By centralizing idioms, the repo becomes a reference you can copy from instead of digging through StackOverflow every time. It also encourages good shell habits: quoting, avoiding useless forks, and staying POSIX.
    Downloads: 1 This Week
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  • 18
    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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  • 19
    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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  • 20
    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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  • 21
    Awesome Graph Classification

    Awesome Graph Classification

    Graph embedding, classification and representation learning papers

    A collection of graph classification methods, covering embedding, deep learning, graph kernel and factorization papers with reference implementations. Relevant graph classification benchmark datasets are available. Similar collections about community detection, classification/regression tree, fraud detection, Monte Carlo tree search, and gradient boosting papers with implementations.
    Downloads: 0 This Week
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  • 22
    CNN for Image Retrieval
    ...By leveraging CNN architectures, the project showcases how learned embeddings can capture semantic similarity across varied images. This resource serves as both an educational reference and a foundation for further exploration in image retrieval research.
    Downloads: 1 This Week
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  • 23
    CyC2018.github.io

    CyC2018.github.io

    Personal knowledge site built with GitHub Pages

    ...The structure encourages incremental learning: you can dip into a topic, follow internal links, and return later with a clear sense of progress. It doubles as both a study guide for learners and a quick reference for practitioners revisiting fundamentals.
    Downloads: 0 This Week
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  • 24
    Solved by Flexbox

    Solved by Flexbox

    A showcase of problems once hard or impossible to solve with CSS

    ...The project emphasizes progressive enhancement and calls out where fallbacks or browser caveats may apply, reflecting the realities of shipping layouts on the web. Even as CSS Grid gained traction, the patterns remain a practical reference for component-level alignment and one-dimensional layouts where Flexbox excels. As a teaching resource, it has helped countless developers internalize Flexbox mental models and replace brittle layout tricks with robust, modern CSS.
    Downloads: 0 This Week
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  • 25
    Pure Bash Bible

    Pure Bash Bible

    A collection of pure bash alternatives to external processes

    ...Its goal is to reduce reliance on external tools like sed, awk, or grep, which can slow down scripts and add unnecessary dependencies. The project is organized as a reference book of function-based code snippets, each showcasing practical solutions for string manipulation, text processing, file operations, and more. By relying exclusively on Bash built-ins, these methods can make scripts faster, more portable, and easier to maintain. Every snippet is linted with shellcheck, and many have accompanying tests, ensuring correctness and usability. ...
    Downloads: 7 This Week
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