Showing 2124 open source projects for "reference"

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  • 1
    ToaruOS

    ToaruOS

    Hobby operating system, bootloader, kernel, drivers, C library

    ...There are no external runtime dependencies and all required source code, totaling roughly 100k lines of (primarily) C, is included in this repository, save for Kuroko, which lives separately. Through out the project, ToaruOS has also attracted quite a few beginner OS developers who have tried to use it as a reference.
    Downloads: 7 This Week
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  • 2
    LLaMA

    LLaMA

    Inference code for Llama models

    “Llama” is the repository from Meta (formerly Facebook/Meta Research) containing the inference code for LLaMA (Large Language Model Meta AI) models. It provides utilities to load pre-trained LLaMA model weights, run inference (text generation, chat, completions), and work with tokenizers. Tokenizer utilities, download scripts, shell helpers to fetch model weights with correct licensing/permissions. Includes example scripts for chat completions and text completions to show how to call the...
    Downloads: 0 This Week
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  • 3

    Tiny Echo Server

    Tiny Echo Server, a C-code demonstration of Echo Service (RFC 862).

    ...Description: On a command line running, this application will listen to a specific TCP & UDP port (eg.7), wait for remote connections, copy the data recieved and then send back to the client. It supports multiple clients & connections. Reference to: https://www.rfc-editor.org/rfc/rfc862 Usage(Windows): cmd.exe /c echo_srv.exe Usage(Linux): ./echo_srv Arguments: None Target OS: Windows/Linux, x86/x64 Compile Tools: TDM-GCC-64 / Visual Studio / Cygwin NOTE: If using gcc to compile on Windows, add "-lwsock32" to compiling arguments. https://sourceforge.net/projects/tiny-echo-server Revision history: V1.1.0: 2023.10, Headers for different OSs added. ...
    Downloads: 1 This Week
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  • 4
    Properties Editor

    Properties Editor

    Save time and effort of converting into Unicode through native2ascii

    ...However, you have to change the multi-byte character in a file into Unicode with the native2ascii tool of attachment in J2SDK on the character platform un-depending. This editor can directly edit property files written in Unicode reference characters, and saves the time and effort of converting into Unicode through native2ascii.
    Downloads: 26 This Week
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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)

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  • 5
    hloc

    hloc

    Visual localization made easy with hloc

    ...This codebase won the indoor/outdoor localization challenges at CVPR 2020 and ECCV 2020, in combination with SuperGlue, our graph neural network for feature matching. We provide step-by-step guides to localize with Aachen, InLoc, and to generate reference poses for your own data using SfM. Just download the datasets and you're reading to go! The notebook pipeline_InLoc.ipynb shows the steps for localizing with InLoc. It's much simpler since a 3D SfM model is not needed. We show in pipeline_SfM.ipynb how to run 3D reconstruction for an unordered set of images. This generates reference poses, and a nice sparse 3D model suitable for localization with the same pipeline as Aachen.
    Downloads: 4 This Week
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  • 6

    stellar-core

    stellar-core is the reference implementation for the peer to peer agent that manages the Stellar network

    Downloads: 0 This Week
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  • 7
    Edge GPT

    Edge GPT

    Reverse engineered API of Microsoft's Bing Chat

    ...As with many reverse-engineered clients, it depended on upstream behavior that could change, and the project’s lifecycle reflected that reality. The repository was later archived, meaning it is read-only and no longer actively maintained, but it remains a reference point for how developers approached unofficial access to Bing Chat. In essence, EdgeGPT served as a bridge between an interactive chat
    Downloads: 0 This Week
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  • 8
    scArches

    scArches

    Reference mapping for single-cell genomics

    Single-cell architecture surgery (scArches) is a package for reference-based analysis of single-cell data. scArches allows your single-cell query data to be analyzed by integrating it into a reference atlas. By mapping your data into an integrated reference you can transfer cell-type annotation from reference to query, identify disease states by mapping to healthy atlas, and advanced applications such as imputing missing data modalities or spatial locations.
    Downloads: 0 This Week
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  • 9
    Documentation, examples, and reference driver code for the VMware virtual graphics device used by all VMware virtual machines. This project provides the information and code necessary to write both 2D and 3D graphics drivers for this device.
    Downloads: 0 This Week
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  • Grafana: The open and composable observability platform Icon
    Grafana: The open and composable observability platform

    Faster answers, predictable costs, and no lock-in built by the team helping to make observability accessible to anyone.

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  • 10
    Metaseq

    Metaseq

    Repo for external large-scale work

    ...Built on top of PyTorch, it provides distributed training, model sharding, mixed-precision computation, and memory-efficient checkpointing to support models with hundreds of billions of parameters. The framework was used internally at Meta to train models like OPT (Open Pre-trained Transformer) and serves as a reference implementation for scaling transformer architectures efficiently across GPUs and nodes. It supports both pretraining and fine-tuning workflows with data pipelines for text, multilingual corpora, and custom tokenization schemes. Metaseq also includes APIs for evaluation, generation, and model serving, enabling seamless transitions from training to inference.
    Downloads: 0 This Week
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  • 11
    Penetration Testing Tools

    Penetration Testing Tools

    A collection of more than 170+ tools, scripts, cheatsheets

    Penetration-Testing-Tools is a curated collection of tools, scripts, cheatsheets and reference materials assembled to help security researchers, red-teamers, and students perform hands-on penetration testing across multiple domains. The repository groups resources by discipline — reconnaissance, web application testing, network exploitation, privilege escalation, post-exploitation and reporting — so users can quickly find relevant utilities and walkthroughs.
    Downloads: 0 This Week
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  • 12
    fastMRI

    fastMRI

    A large open dataset + tools to speed up MRI scans using ML

    ...The repository provides an open-source PyTorch framework with data loaders, subsampling utilities, reconstruction models, and evaluation metrics, supporting both research reproducibility and practical experimentation. It includes reference implementations for key MRI reconstruction architectures such as U-Net and Variational Networks (VarNet), along with example scripts for model training and evaluation using the PyTorch Lightning framework. The project also releases several fully anonymized public MRI datasets, including knee, brain, and prostate scans.
    Downloads: 0 This Week
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  • 13
    OpenAI OpenAPI

    OpenAI OpenAPI

    OpenAPI specification for the OpenAI API

    ...The repository ensures that developers and toolchains can integrate with OpenAI services using a consistent schema across SDKs, code generators, and API clients. It contains both an automatically documented version of the spec and a manually updated branch for reference. Developers can use this specification to generate client libraries, validate requests and responses, or explore the API structure in compatible tools. The project is actively maintained with tagged releases, issues, and contributions from multiple collaborators. Its goal is to improve transparency, developer experience, and interoperability when building applications powered by OpenAI’s models.
    Downloads: 0 This Week
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  • 14
    DeepMind Research

    DeepMind Research

    Implementations and code to accompany DeepMind publications

    This repository collects reference implementations and illustrative code accompanying a wide range of DeepMind publications, making it easier for the research community to reproduce results, inspect algorithms, and build on prior work. The top level organizes many paper-specific directories across domains such as deep reinforcement learning, self-supervised vision, generative modeling, scientific ML, and program synthesis—for example BYOL, Perceiver/Perceiver IO, Enformer for genomics, MeshGraphNets for physics, RL Unplugged, Nowcasting for weather, and more. ...
    Downloads: 0 This Week
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  • 15
    BatCount is a free software program created in direct consultation with end-users designed to automatically count bats emerging from cave roosts. BatCount reference: I. Bentley, V. Kuczynska, V. Eddington, M. Armstrong, L. Kloepper. BatCount: A software program to count moving animals. PLoS ONE 18(3): e0278012 (2023). BatCount is a standalone application from the Scientific Image Analysis (SIA) software that has been supported by the National Science Foundation Grant 1916850. Please note BatCount v.1.24 is still in beta mode. ...
    Downloads: 7 This Week
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  • 16
    TexGen
    ...P Boisse, Woodhead Publishing Ltd, 2021, ISBN: 978-0-12-819005-0. https://doi.org/10.1016/B978-0-12-819005-0.00008-3 Lin, H., Brown, L. P. & Long, A. C. 2011. Modelling and Simulating Textile Structures using TexGen. Advanced Materials Research, 331, 44-47. To reference version 3.13.0 please use: Louise Brown, mike-matveev, & georgespackman. (2023). louisepb/TexGen: TexGen v3.13.1 (v3.13.1). Zenodo. https://doi.org/10.5281/zenodo.8221491
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    Downloads: 117 This Week
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  • 17
    Kubernetes Examples

    Kubernetes Examples

    Minimal self-contained examples of standard Kubernetes features

    A reference repository of YAML with canonical and as-simple-as-possible demonstrations of Kubernetes functionality and features. Minimal self-contained examples of standard Kubernetes features and patterns in YAML.
    Downloads: 0 This Week
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  • 18
    Article has been accepted for publication by the journal, "genes". To view the article, please go to MDPI website; please copy and paste the link "https://www.mdpi.com/2073-4425/14/7/1476/pdf" in web address area. If download is not automatically started, please go to the website by copy and paste the link   "https://www.preprints.org/manuscript/202306.0366/v1". And click "peer-reviewed article".
    Downloads: 0 This Week
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  • 19
    ...Future releases will allow users to count and track objects in videos, and calculate objects' kinematic properties (e.g. position, velocity, and acceleration). SIA Reference: I. Bentley, J. Ralston, S. Garman, O. Hershberger, C.M. Probst, and C. Washer. Introducing the Scientific Image Analysis Application: A Free and User Friendly Program for Extracting Bioinformatics From Digital Images. 2023 IEEE 13th Annual Computing and Communication Workshop and Conference (CCWC), pp. 0778-0787
    Downloads: 0 This Week
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  • 20
    ChatGPT Plugins Collection

    ChatGPT Plugins Collection

    An unofficial collection of Plugins for ChatGPT

    ...The collection provides a variety of plugin implementations that showcase different use cases, helping developers learn how to extend ChatGPT’s functionality. It is designed to serve both as a learning resource for beginners and a reference point for more experienced developers. By centralizing community contributions, the repository highlights practical applications of plugins across domains such as productivity, data access, and automation. The project also serves as a starting point for developers interested in building their own custom plugins, offering inspiration and code samples. ...
    Downloads: 4 This Week
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  • 21
    React Projects

    React Projects

    Collection of React example / tutorial projects

    ...The examples are structured to be approachable yet idiomatic, encouraging good habits while staying close to what developers actually build. Over time, the collection functions as a portfolio of reference implementations that students and practitioners can adapt to new projects.
    Downloads: 0 This Week
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  • 22
    Flutter UI Nice

    Flutter UI Nice

    More than 130+ pages in this beautiful app

    flutter-ui-nice is a collection of Flutter UI examples and clones that replicate popular mobile app designs. It includes sample implementations of login screens, shopping flows, media apps, dashboards, and social layouts. The goal is to give developers a reference for how to achieve common UI patterns using Flutter widgets and theming. Each example is designed to be clean, responsive, and easy to adapt into production codebases. The repository is particularly helpful for beginners who want hands-on guidance on structuring real screens instead of only isolated widgets. It serves as both a design gallery and a practical teaching tool, showing how Flutter can mimic polished, industry-level designs.
    Downloads: 0 This Week
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  • 23
    Vega Wallet

    Vega Wallet

    A command line wallet service for Vega for trading derivatives

    Vega has a self-hosted, local wallet. To use it follow the instructions on the Create a Vega Wallet page. Using this wallet, your keys will be completely disassociated from your personal identity, and we will have no way to connect them, unless you share your public key for any reason. For Fairground, Vega has also hosted a version of the wallet server, to make it easier to quickly start trading. A hosted wallet service is a website that manages wallet access for multiple users. Each user...
    Downloads: 0 This Week
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  • 24
    ProShop eCommerce Platform

    ProShop eCommerce Platform

    Shopping cart built with MERN & Redux

    ...The React frontend implements routing, global state, cart logic, checkout steps, reviews, search, and pagination so learners see a complete UX from browse to purchase. The codebase also walks through image uploads, third-party payment integration, and environment configuration suited for deployment. It’s designed as a reference you can extend—swap UI libraries, add coupons, connect different gateways, or move to a containerized deployment—without losing the core architecture.
    Downloads: 0 This Week
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  • 25
    Flutter Tutorials

    Flutter Tutorials

    Source code for all the tutorials on FilledStacks' channel

    ...Tutorials often come with detailed commentary or videos to explain design decisions. The collection helps developers bridge the gap between learning Flutter basics and building production-ready apps. It serves as both a reference and a training resource for those aiming to adopt Flutter in professional projects.
    Downloads: 0 This Week
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