Search Results for "essential" - Page 12
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Showing 524 open source projects for "essential"
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VnCoreNLP
A Vietnamese natural language processing toolkit
VnCoreNLP is a Java-based natural language processing toolkit tailored for Vietnamese. It offers a fast and accurate pipeline for essential NLP tasks, facilitating research and application development in Vietnamese language processing. -
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Riffusion
Real-time music generation using stable diffusion techniques AI
...It implements a diffusion pipeline that supports prompt interpolation, allowing smooth transitions between different musical styles or prompts over time. Riffusion (hobby) serves as the core implementation for audio and image processing, providing essential building blocks for generating music from text prompts. It includes both developer-oriented tools and user-facing components such as a command-line interface and an interactive Streamlit application for experimentation. Additionally, it can run as a Flask server to expose model inference through an API, enabling integration with other applications or services. -
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learn-machine-learning-in-two-months
Essential Knowledge for learning Machine Learning in two months
...The project compiles curated resources, tutorials, and practical notebooks that introduce fundamental topics such as mathematics for machine learning, Python programming, and essential libraries like NumPy and TensorFlow. It progressively moves from foundational theory to more advanced subjects including regression, classification, neural networks, and model deployment. The repository emphasizes understanding the underlying principles of machine learning while also providing practical exercises and examples that allow learners to build and experiment with real models. ... -
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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. -
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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... -
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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. -
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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. ... -
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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. ... -
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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. -
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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.
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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. ... -
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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. -
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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. -
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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. -
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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. -
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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... -
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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.
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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. -
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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. -
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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. ... -
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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. -
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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. ... -
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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. ... -
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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. ... -
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PixelExperience
AOSP based ROM, with Google apps included and all Pixel goodies
PixelExperience is an AOSP based ROM, with Google apps included and all Pixel goodies (launcher, wallpapers, icons, fonts, bootanimation). Our mission is to offer the maximum possible stability and security, along with essential and useful features for the proper functioning of the device.
