Showing 1688 open source projects for "reference"

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  • 1
    Learning Prompt

    Learning Prompt

    Free prompt engineering online course

    ...Because prompt design is a skill under continuous iteration, the repo encourages contributions of new prompt recipes, evaluations, and domain-specific adaptations. It’s intended for educators, developers, and prompt engineers who want a living toolkit rather than static advice. Over time it serves as both a reference and playground for emergent prompt techniques.
    Downloads: 0 This Week
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  • 2
    DevConnector 2.0

    DevConnector 2.0

    Social network for developers, built on the MERN stack

    ...The project is structured as teaching material, making trade-offs explicit and code approachable for newcomers to full-stack development. Learners can use it as a template for their own projects or as a reference for common MERN stack techniques.
    Downloads: 3 This Week
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  • 3
    Scalable-Software-Architecture

    Scalable-Software-Architecture

    Collection of tech talks, papers and web links on Distributed Systems

    ...The aim is to help readers study how large systems operate: how to scale them, how to handle latency, failure, load, concurrency, and how to structure software for maintainability at scale. Because many interview and real-world engineering problems revolve around system design now, this collection serves as both prep material and a reference bank for engineers evolving beyond code to architecture. It promotes reading original source material (papers and talks) rather than merely summary blog posts, thereby helping practitioners deepen their mental models. The structure of the repo enables browsing by topic and referencing original links, making it easier to pick a talk and watch it, then reflect on key take-aways.
    Downloads: 0 This Week
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  • 4
    Clean Code JavaScript

    Clean Code JavaScript

    Clean Code concepts adapted for JavaScript

    ...Throughout, the guidance encourages single-purpose functions, avoiding unnecessary context and duplications, and favoring functional patterns where they improve clarity. It’s a reference you dip into to assess your code’s clarity and consistency, not a checklist of rules to follow blindly.
    Downloads: 3 This Week
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  • 5
    Golang Regex Tutorial

    Golang Regex Tutorial

    Golang - Regular Expression Tutorial

    ...The repository is designed to help developers understand not only the syntax but also the practical implementation of pattern matching in Go. With its structured format, it serves both as an introductory guide and as a reference for intermediate users who want to strengthen their understanding of regular expressions in Go.
    Downloads: 2 This Week
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  • 6
    Food Truck

    Food Truck

    SwiftUI sample code from WWDC22

    ...The code emphasizes testability and separation of concerns, illustrating how to structure features and preview them with sample data. For teams adopting SwiftUI at scale, it serves as a guided reference that balances clean architecture with platform-native polish.
    Downloads: 0 This Week
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  • 7
    Selfie

    Selfie

    An educational software system of a tiny self-compiling C compiler

    ...The Selfie Project provides an educational platform for teaching undergraduate and graduate students the design and implementation of programming languages and runtime systems. The focus is on the construction of compilers, libraries, operating systems, and even virtual machine monitors. The common theme is to identify and resolve self-reference in systems code which is seen as the key challenge when teaching systems engineering, hence the name. Selfie is implemented in a single (!) file and kept minimal for simplicity. There is also a simple in-memory linker, a RISC-U disassembler, a garbage collector, L1 instruction and data caches, a profiler, and a debugger with replay.
    Downloads: 0 This Week
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  • 8
    Style2Paints

    Style2Paints

    Sketch + style = paints

    style2paints is an AI-assisted colorization system aimed primarily at line art and manga, turning monochrome drawings into colored illustrations with minimal manual effort. It combines automatic color inference with user guidance, letting artists nudge the model using sparse color hints, masks, or style references. The pipeline focuses on preserving line quality while spreading coherent colors and shading across regions that are often ambiguous to purely automatic methods. Iterative...
    Downloads: 14 This Week
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  • 9
    Beginner JavaScript

    Beginner JavaScript

    Slam Dunk JavaScript

    ...Because everything runs in the browser with minimal tooling, setup is simple and newcomers can focus on the language rather than the build system. The repo doubles as a reference you can revisit later when you need to refresh syntax or patterns.
    Downloads: 0 This Week
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  • 10
    NÜWA - Pytorch

    NÜWA - Pytorch

    Implementation of NÜWA, attention network for text to video synthesis

    ...You can easily do this as well, given you train a VQGanVAE on the sketches beforehand. Then, you will use NUWASketch instead of NUWA, which can accept the sketch VAE as a reference. This repository will also offer a variant of NUWA that can produce both video and audio. For now, the audio will need to be encoded manually.
    Downloads: 0 This Week
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  • 11
    Dexcount Gradle Plugin

    Dexcount Gradle Plugin

    A Gradle plugin to report the number of method references in your APK

    A Gradle plugin to report the number of method references in your APK, AAR, or java module on every build. This helps you keep tabs on the growth of your app, with an eye to staying under the 65,536 method-reference limit, and avoiding the headache of eliminating methods or enabling multidex. When applied, dexcount-gradle-plugin will create one task per Android variant that you can execute to produce method-count reports. The tasks are named according the variant, in the format “count${variant}DexMethods”. In a typical app, that means there will be tasks named countDebugDexMethods and countReleaseDexMethods. ...
    Downloads: 0 This Week
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  • 12
    Spring Boot Examples

    Spring Boot Examples

    Spring Boot tutorials, technology stack example code

    ...The repository provides multiple standalone demos (e.g., web, scheduling, persistence, messaging, caching, Docker) to help beginners quickly grasp common components and idioms. The author notes that all examples have been updated to Spring Boot 3.0, with earlier 1.x and 2.x code paths kept accessible for reference. Each sample focuses on a single topic—such as Web MVC, WebFlux, Thymeleaf, JPA/MyBatis CRUD, file upload, Redis/MongoDB, RabbitMQ, and containerization—so you can learn one concept at a time and compose them later. There are also demos for testing, packaging (JAR/WAR), and Docker Compose scenarios that combine Spring Boot with Nginx and MySQL. ...
    Downloads: 12 This Week
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  • 13
    JSON5

    JSON5

    JSON5 — JSON for Humans

    ...Formally, the JSON5 Data Interchange Format is a superset of JSON (so valid JSON files will always be valid JSON5 files) that expands its syntax to include some productions from ECMAScript 5.1 (ES5). It's also a subset of ES5, so valid JSON5 files will always be valid ES5. This JavaScript library is a reference implementation for JSON5 parsing and serialization and is directly used in many of the popular projects mentioned above.
    Downloads: 4 This Week
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  • 14
    NeuMan

    NeuMan

    Neural Human Radiance Field from a Single Video (ECCV 2022)

    NeuMan is a reference implementation that reconstructs both an animatable human and its background scene from a single monocular video using neural radiance fields. It supports novel view and novel pose synthesis, enabling compositional results like transferring reconstructed humans into new scenes. The pipeline separates human/body and environment, learning consistent geometry and appearance to support animation.
    Downloads: 0 This Week
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  • 15
    Algorithms Math Models

    Algorithms Math Models

    MATLAB implementations of algorithms

    Algorithms_MathModels is a large MATLAB collection of algorithms and solved examples targeted at students and teams preparing for mathematical modeling competitions (national and international contests like MCM/ICM). The repository gathers implementations and case studies across many topics commonly used in contest solutions: optimization (linear, integer, goal and nonlinear programming), heuristic and metaheuristic methods (simulated annealing, genetic algorithms, immune algorithms), neural...
    Downloads: 0 This Week
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  • 16
    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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  • 17
    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...
    Downloads: 0 This Week
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  • 18
    Offensive Reverse Shell

    Offensive Reverse Shell

    Collection of reverse shells for red team operations

    The Offensive Reverse Shell Cheat Sheet is a compilation of reverse shell payloads useful for red team operations and penetration testing. It provides ready-to-use code snippets in various programming languages, facilitating the establishment of reverse shells during security assessments.​
    Downloads: 2 This Week
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  • 19
    AllenNLP

    AllenNLP

    An open-source NLP research library, built on PyTorch

    AllenNLP makes it easy to design and evaluate new deep learning models for nearly any NLP problem, along with the infrastructure to easily run them in the cloud or on your laptop. AllenNLP includes reference implementations of high quality models for both core NLP problems (e.g. semantic role labeling) and NLP applications (e.g. textual entailment). AllenNLP supports loading "plugins" dynamically. A plugin is just a Python package that provides custom registered classes or additional allennlp subcommands. There is ecosystem of open source plugins, some of which are maintained by the AllenNLP team here at AI2, and some of which are maintained by the broader community. ...
    Downloads: 0 This Week
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  • 20
    jynew

    jynew

    Heros of Jin Yong 3D Remastered

    Heros of Jin Yong 3D Remastered is an open world RPG game with turn-based battle system. It is a non-profit game project which remastered the classic game Legends of Kim-Yong. This project supplies a framework for MODs and secondary development. You can play it on PC, Mac, mobile platform(or other supported platform).
    Downloads: 0 This Week
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  • 21
    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...
    Downloads: 0 This Week
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  • 22
    dotfiles

    dotfiles

    Aesthetic OpenboxWM Environment

    You might be here looking for (Linux) rice reference or to (full?) replicate my personal configuration of my favorite Openbox Window Manager and several apps as well. Debian-based Linux distributions. Arch-based Linux distributions. Gentoo source-based Linux distributions. Another independent Linux distribution. Berkeley Software Distribution (BSD) variants. Additionally Z shell with oh-my-zsh plugins.
    Downloads: 1 This Week
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  • 23
    Stable Diffusion Web UI

    Stable Diffusion Web UI

    Feature showcase for stable-diffusion-webui

    ...It also highlights workflows—for instance, text-to-image to image-to-image refinement, then upscaling and face enhancement—to teach good production hygiene. The showcase lowers the barrier for newcomers who want a concrete starting point rather than abstract options. It doubles as a reference for experienced users who want quick reminders and reproducible settings for specific looks.
    Downloads: 0 This Week
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  • 24
    handson-ml

    handson-ml

    Teaching you the fundamentals of Machine Learning in python

    handson-ml hosts the notebooks for the first edition of the same hands-on ML book, reflecting the tooling and idioms of its time while teaching durable concepts. It walks through supervised and unsupervised learning with scikit-learn, then introduces deep learning using the earlier TensorFlow 1 graph-execution style. The examples underscore fundamentals like bias-variance trade-offs, regularization, and proper validation, grounding learners before they move to deep nets. Even though the deep...
    Downloads: 0 This Week
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  • 25
    BADASS is a software with a user-friendly graphical interface applied to the search and analysis of bacteriocin diversity in whole-metagenome shotgun sequencing data. The search for bacteriocin sequences is performed with tools such as BLAST or DIAMOND using the BAGEL4 database as a reference. The putative bacteriocin sequences identified are used to determine the abundance and richness of the three classes described so far. Abundance is calculated by comparing the reads identified as bacteriocins to the reads identified as 16S rRNA gene using SILVA database as a reference. The user is able to change the main parameters of the analysis in the graphical interface.
    Downloads: 2 This Week
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