Showing 698 open source projects for "essential"

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  • 1
    BCI

    BCI

    BCI: Breast Cancer Immunohistochemical Image Generation

    ...Project pix2pix provides a python script to generate pix2pix training data in the form of pairs of images {A,B}, where A and B are two different depictions of the same underlying scene, these can be pairs {HE, IHC}. Then we can learn to translate A(HE images) to B(IHC images). The evaluation of human epidermal growth factor receptor 2 (HER2) expression is essential to formulate a precise treatment for breast cancer. The routine evaluation of HER2 is conducted with immunohistochemical techniques (IHC), which is very expensive. Therefore, for the first time, we propose a breast cancer immunohistochemical (BCI) benchmark attempting to synthesize IHC data directly with the paired hematoxylin and eosin (HE) stained images.
    Downloads: 0 This Week
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  • 2
    Broadcom-bt-firmware

    Broadcom-bt-firmware

    Repository for various Broadcom Bluetooth firmware

    broadcom-bt-firmware provides the firmware blobs needed by Linux to initialize Broadcom Bluetooth adapters found in many laptops and mini-PCIe/M.2 modules. On these devices, the kernel driver expects a small firmware image to be loaded at runtime before the controller becomes fully functional. The project aggregates known-working .hcd files, often extracted from vendor Windows drivers, and organizes them by chipset and device ID so users can match hardware quickly. Clear mapping tables and...
    Downloads: 5 This Week
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  • 3
    DevToysMac

    DevToysMac

    DevToys For mac

    DevToysMac is a macOS-native development toolkit, modeled after Microsoft’s DevToys, offering a suite of utilities for transforming and encoding data. It includes converters (JSON ↔ CSV), hash generators, code formatters, and other essential developer tools—all packaged within a sleek SwiftUI-based interface.
    Downloads: 0 This Week
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  • 4
    HelenOS

    HelenOS

    A microkernel-based multiserver operating system written from scratch.

    ...HelenOS does not aim to be a clone of any existing operating system and trades compatibility with legacy APIs for cleaner design. Most of HelenOS components have been made to order specifically for HelenOS so that its essential parts can stay free of adaptation layers, glue code, franken-components and the maintenance burden incurred by them.
    Downloads: 4 This Week
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  • 5
    DeepMind Educational Resources

    DeepMind Educational Resources

    DeepMind's repo of educational notebooks for learning AI and research

    Educational is an open collection of interactive tutorials created by Google DeepMind to make the fundamentals of machine learning and artificial intelligence accessible to learners of all backgrounds. The repository provides hands-on, beginner-friendly resources that introduce essential AI concepts through Google Colab notebooks, combining intuitive explanations with executable code. The tutorials cover a broad range of topics—from foundational Python programming and data handling to supervised, unsupervised, and reinforcement learning, as well as graph neural networks and scientific reasoning. Specialized notebooks also explore creative AI applications, language modeling, generative models, and protein folding. ...
    Downloads: 1 This Week
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  • 6
    BEVFormer

    BEVFormer

    Implementation of BEVFormer, a camera-only framework

    3D visual perception tasks, including 3D detection and map segmentation based on multi-camera images, are essential for autonomous driving systems. In this work, we present a new framework termed BEVFormer, which learns unified BEV representations with spatiotemporal transformers to support multiple autonomous driving perception tasks. In a nutshell, BEVFormer exploits both spatial and temporal information by interacting with spatial and temporal space through predefined grid-shaped BEV queries. ...
    Downloads: 0 This Week
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  • 7
    Termin-Bot

    Termin-Bot

    Telegram bot to get notifications about free appointments

    Termin (eng. appointment) is essential in Germany, especially in Berlin. Sometimes it is tough to get a termin in public institutions and this bot is a way to automate termin checks and send Telegram notifications, if free termin was found. The code could be also considered as a template for subsequent development. The principle of bot operation is to refresh a webpage with needed appointments periodically [TERMIN_URL] and to recognize the change on it.
    Downloads: 0 This Week
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  • 8
    Digitization Metadata Editor is a Content Management System for Digital Libraries. It's a complex web-based system supporting all essential steps in the development of the digital library.
    Downloads: 0 This Week
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  • 9
    nussknacker

    nussknacker

    Real-time actions on data. A building block for low-code applications

    ...It serves where real-time actions on data have to be made: real-time marketing, fraud detection, Internet of Things, Customer 360, and Machine Learning inferring. An essential part of Nussknacker is a visual design tool for decision algorithms. It allows not-so-technical users – analysts or business people – to define decision logic in an imperative, easy-to-follow, and understandable way. Once authored, with a click of a button, scenarios are deployed for execution. And can be changed and redeployed anytime there’s a need. ...
    Downloads: 0 This Week
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  • 10
    MiniPixel

    MiniPixel

    A tiny pixel art editor

    MiniPixel is a minimalistic pixel art editor written in Zig. It's designed for simplicity and efficiency, providing essential tools for creating and editing pixel art without the overhead of more complex software.
    Downloads: 0 This Week
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  • 11
    SIxO

    SIxO

    Multipurpose Vehicle Computer

    SIxO is a software project for odometer, tripcounter and multimeter, suppporting many more features for any kind of vehicle. The essential microcontroller hardware (Renesas M16C, graphical display 128x64, casing, keyblock) can be ordered at www.sixo.de.
    Downloads: 1 This Week
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  • 12

    FUNseq

    Cell segmentation/tracking for determing aggresive cancer phenotypes

    ...A high-throughput screening microscope has been developed in our group to capture these sparse, abnormal cancer cells. A program to identify these cells of interest in an accurate and fast fashion is essential. For this, we developed the mTGMM program, which tracks cells of high-throughput images, and determines the aggresive phenotypes.
    Downloads: 0 This Week
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  • 13
    LC-3 VM

    LC-3 VM

    Write your own virtual machine for the LC-3 computer!

    ...The LC-3 is popular for teaching university students how to program in assembly language. It has a simplified instruction set compared to x86, but contains all the main ideas used in modern CPUs. First, we need to simulate the essential hardware components of the machine. Try to understand what each component is, but don’t worry right now if you are unsure of how it fits into the larger picture. Start by creating a C file. A register is a slot for storing a single value on the CPU. Registers are like the “workbench” of the CPU. For the CPU to work with a piece of data, it has to be in one of the registers.
    Downloads: 0 This Week
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  • 14
    GoCraft

    GoCraft

    A Minecraft like game written in go

    ...GoCraft includes basic terrain generation, block placement mechanics, and player movement within a procedurally generated world composed of cubic blocks. The game engine provides essential features such as world rendering, chunk management, and interaction with blocks through simple controls. It also includes multiplayer functionality through a client-server architecture that allows multiple players to interact in the same world environment. The project was originally created as an experimental or educational exercise to demonstrate how the Go language can be used to develop game engines and networked sandbox games.
    Downloads: 0 This Week
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  • 15
    DomE

    DomE

    Implements a reference architecture for creating information systems

    DomE Experiment is an implementation of a reference architecture for creating information systems from the automated evolution of the domain model. The architecture comprises elements that guarantee user access through automatically generated interfaces for various devices, integration with external information sources, data and operations security, automatic generation of analytical information, and automatic control of business processes. All these features are generated from the domain...
    Downloads: 0 This Week
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  • 16
    JServiceServer
    With the JServiceServer you can provide services over a network via http (like web services) without any XML-overhead. It has been developed for small computer systems like Java-microcontrollers.
    Downloads: 0 This Week
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  • 17
    Aauth

    Aauth

    Authorization, Authentication and User Management library

    Aauth is a User Authorization Library for CodeIgniter 2.x and 3.x, which aims to make easy some essential jobs such as login, permissions and access operations. Despite its ease of use, it has also very advanced features like private messages, grouping, access management, and public access. User management and operations (login, logout, register, verification via e-mail, forgotten password, user ban, login DDoS protection) Group operations.
    Downloads: 0 This Week
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  • 18
    Node.js Code Generator

    Node.js Code Generator

    DhiWise Node.js API allows you to instantly generate secure REST APIs

    Node.js code generator is a developer-centric platform to build backend CRUD APIs along with other essential features to boost developers' productivity time by twofold. Developers just need to add their schema data to reduce their work related to models into a few simple configurations. Developers can also configure platforms, routes, role access, authentication & more for their applications. Most importantly, the Node.js code generator gives developers total code ownership.
    Downloads: 0 This Week
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  • 19
    Chinese-copywriting-guidelines

    Chinese-copywriting-guidelines

    Chinese copywriting guidelines for better written communication

    ...Research shows that people adding no space between Chinese and English suffer from pathetic relationships. 70% of them are married by the age of 34, to someone they don't love; 30% of them left everything for their cats and died. Blank spaces are essential to both romance and writing. text-spacing and -ms-text-auto space provided by CSS Text Module Level and Microsoft can specify the auto spacing and narrow space width adjustment of text. However it's not popular, and on other platforms such as OS X and iOS, we can not use this feature. So it's better for you to keep up the habit.
    Downloads: 0 This Week
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  • 20
    OpenEthereum

    OpenEthereum

    The fast, light, and robust client for the Ethereum mainnet

    ...Built for mission-critical use: Miners, service providers, and exchanges need fast synchronization and maximum uptime. OpenEthereum provides the core infrastructure essential for speedy and reliable services. Built for mission-critical use: Miners, service providers, and exchanges need fast synchronisation and maximum uptime. OpenEthereum provides the core infrastructure essential for speedy and reliable services. OpenEthereum's goal is to be the fastest, lightest, and most secure Ethereum client. We are developing OpenEthereum using the Rust programming language. ...
    Downloads: 0 This Week
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  • 21
    30 Days of Elixir

    30 Days of Elixir

    A walk through the Elixir language in 30 exercises

    ...The project provides a series of exercises and examples meant to guide learners from the basics of Elixir syntax to more advanced functional programming concepts. Each day introduces new material in a concise and practical format, encouraging hands-on experimentation and gradual mastery of the language. The content covers essential topics such as pattern matching, recursion, data structures, processes, and message passing—core principles that define Elixir’s design. This incremental learning format allows developers to build confidence and understanding while maintaining consistent progress. As one of the early and influential resources in the Elixir community, 30-days-of-elixir remains a valuable guide for self-learners and newcomers to the functional programming paradigm.
    Downloads: 0 This Week
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  • 22
    Vanced MicroG

    Vanced MicroG

    Seamless Google account support for modified apps

    ...It acts as a replacement for the Google Play Services framework, allowing users to log into their Google accounts and sync preferences without compromising privacy. Vanced microG is essential for running apps like YouTube Vanced, providing authentication and push notification support without requiring the full suite of Google services. With its minimal resource usage and focus on user privacy, Vanced microG is an indispensable tool for enhancing the functionality of modified Android apps.
    Downloads: 19 This Week
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  • 23
    The FMI++ Library

    The FMI++ Library

    A High-level Utility Package for FMI-based Software Development

    The Functional Mock-up Interface (FMI) specification intentionally provides only the most essential and fundamental functionalities in the form of a C interface. On the one hand, this increases flexibility in use and portability to virtually any platform. On the other hand, such a low-level approach implies several prerequisites a simulation tool has to fulfill in order to be able to utilize such an FMI component. The FMI++ library addresses this problem for models and tools with interfaces according to the FMI specification by providing high-level functionalities, which ease the handling and manipulation of such models and tools. ...
    Downloads: 0 This Week
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  • 24
    Introduction to Vue.js 3 Course

    Introduction to Vue.js 3 Course

    Workshop Materials for my Introduction to Vue.js Workshop

    Introduction to Vue.js 3 Course houses the workshop materials for an “Introduction to Vue.js” course created by Sarah Drasner, originally delivered on Frontend Masters. The content covers essential Vue.js concepts such as directives, data rendering, methods, watchers, computed properties, components, slots, and the Composition API (for Vue 3), complemented with example code and exercises. Since the course was updated for Vue 3, the repo includes directories for both Vue 2 and Vue 3 resources, enabling learners to explore both versions depending on their work context. ...
    Downloads: 0 This Week
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  • 25
    Demo Store with Commerce.js and Next.js

    Demo Store with Commerce.js and Next.js

    Commerce demo store built for the Jamstack

    Demo Store with Commerce.js and Next.js is an open-source reference storefront built using Next.js and the Commerce.js API to demonstrate how to implement a modern headless eCommerce experience using the JAMstack architecture. The project provides a fully functional online store that includes essential commerce features such as product listings, categories, shopping cart functionality, checkout flows, and customer account management. It is designed to showcase how developers can integrate a serverless backend with a frontend framework, enabling fast, scalable, and highly customizable eCommerce applications. The demo store leverages Commerce.js APIs to manage carts, checkout processes, customer authentication, and order handling without requiring a traditional monolithic backend. ...
    Downloads: 0 This Week
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