#Swift

Discover the implementation of a neural network using Swift in a macOS environment, focusing on interpreting emoji inputs through machine learning. This open-source project features a three-layer architecture that processes 64 binary inputs from pixel data, using a sigmoid function for enhanced computational performance. Aiming to make neural networks approachable, this project showcases efficient binary number processing and fosters innovation. The project is accessible on GitHub under an MIT License.

SwiftWhisper facilitates transcription integration with Swift software using whisper.cpp. Installation is streamlined through Swift Package Manager or Xcode. CoreML support is available for model deployment, and developers can use the provided API for audio-to-text conversion. Features like delegate methods for progress tracking and error handling, performance optimization for release builds, and pre-trained models on AudioKit for audio conversion to 16kHz PCM are included, ensuring quality transcription.

Explore an iOS word search game where players connect letters on a disappearing cube. With a hyper-modular architecture crafted in Swift, the game features automated App Store setups and smooth client-server coordination. Discover in-depth content via video series and make the most of tests and previews to ease development. Download now to experience SwiftUI and SceneKit in action.

Nimble provides a robust framework to test Swift and Objective-C, drawing inspiration from the Cedar library. It supports multiple platforms and offers diverse assertion capabilities, enhancing testing precision. Seamless integration with Quick enables comprehensive testing strategies. Nimble can be installed via Swift Package Manager, CocoaPods, Carthage, or as a Git Submodule. The extensive online documentation aids developers in implementing effective tests, and the library focuses solely on testing without data tracking, ensuring privacy for both developers and users.

The OpenAI Swift implementation offers seamless integration with the OpenAI public API, allowing developers to harness advanced natural language and code generation in their projects. Ideal for iOS, macOS, tvOS, and watchOS, this project supports easy integration through CocoaPods and Swift Package Manager. Features include secure SSL handshake, comprehensive completions, chat capabilities, real-time stream processing, JSON mode, and image generation via DALL·E. Developers can fine-tune custom models, safeguard API keys, and actively participate in the library's growth under its MIT license.

Discover Swift-Gen, a lightweight Swift library that enhances the native randomness API. Generate custom and composable random values using combinable functions for increased flexibility in app development. Ideal for creative and functional coding, it features deterministic random number generation to support testability. Seamlessly integrate it into your Swift project to innovate with randomness.

Explore a versatile and efficient Swift dependency injection library emphasizing simplicity, security, and modular design. Compatible with major platforms like iOS, macOS, tvOS, watchOS, and Linux, it integrates seamlessly with Cocoapods, Carthage, and SwiftPM. Key features include diverse injection methods, thread safety, and structured container hierarchy to improve application modularity and separate dependency description from core code. Ideal for UI and Graph API application deployments.

Investigate cryptographic functionalities implemented in Swift, with support for multiple platforms including iOS, Android, macOS, and Linux. The project offers user-friendly extensions, real-time update capabilities, and various cryptographic algorithms like MD5, SHA, AES, and RSA. Learn about seamless integration through Swift Package Manager, CocoaPods, and Carthage for secure data processing, all maintained by consistent sponsor support.

SwiftLint offers a robust toolset for enforcing Swift coding conventions, enhancing code quality and consistency across various projects. By utilizing Clang and SourceKit for precise linting through AST analysis, SwiftLint supports flexible installation via Swift Package Manager, CocoaPods, and other methods, catering to diverse development needs. It can be seamlessly integrated into CI pipelines, employed as a command-line utility, or even used within a Docker container. SwiftLint is engineered for straightforward integration and configuration, reinforcing adherence to widely-recognized Swift style guides without unnecessary complexity.

Discover the Coordinator design pattern, a foundational architecture for iOS integrating Swift 6 concurrency. This pattern supports development across multiple Apple platforms including iOS and tvOS. With easy installation and comprehensive documentation, it offers a scalable solution for enhancing app architecture.

Discover the Swift implementation of the OpenAI public API designed for AI integration in natural language processing, code generation, and image creation. The project offers features such as streaming completions, chat applications, and image production, emphasizing secure API access and backend support. It serves as a resource for developers seeking to utilize AI technology effectively, complete with installation and usage guidance.

CreateAPI provides a high-speed and adaptable code generation solution for OpenAPI specifications, specifically designed for Swift developers. It efficiently processes extensive YAML schemas, generates high-quality Swift code, and reliably handles large scale specifications. With support for installation through Homebrew and Mint, as well as Swift Package Plugins, CreateAPI is accessible and easy to use. It facilitates the generation of complete Swift Package bundles or allows the integration of individual components into existing projects, making it suitable for both novice and experienced developers seeking a reliable API code generation tool with extensive customization options.

Explore an efficient method for managing dependencies in Swift applications, drawing inspiration from SwiftUI's environment system. The library enhances the management of dependencies, making them more testable and flexible, and addresses common challenges in dependency injection such as propagation, overriding, and testing in different contexts. By supporting robust and predictable application behavior, it aids in managing third-party library dependencies and ensuring SwiftUI preview compatibility. Delve into advanced strategies with comprehensive documentation, practical examples, and active community support.

Discover a comprehensive collection of iOS development resources with articles, tutorials, and repositories. Covering essential topics like SwiftUI, ARKit, and CoreML, this hub is perfect for developers aiming to expand their skills. Regularly updated to serve as a key learning reference, it also addresses related areas such as Computer Graphics and Machine Learning for a complete understanding of modern app development.

Swift Protobuf offers efficient and type-safe serialization using Google's Protocol Buffer, integrating smoothly with Swift to generate code from .proto files via the 'protoc' compiler. It includes a runtime library and supports binary and JSON serialization. The project emphasizes safety, correctness, and Swift language idioms, while also enabling interoperability with languages like Java and Python. Designed for Swift 5.8 and above, it facilitates easy data interchange and is suitable for developers looking to enhance data handling capabilities in Swift applications.

Ignite provides a static site builder for Swift developers, offering SwiftUI-like syntax to enable web creation without needing HTML or CSS skills. It presents a robust API for creating responsive websites, and its command-line tool eases setup and previews, supporting local testing and efficient project building. Designed to work with Swift Package Manager, Ignite includes features like accordions, carousels, syntax highlighting, and markdown rendering, along with sample codes and predefined folder structures to simplify the development process.

Integrate SimpleKeychain to securely manage authentication tokens and sensitive data across iOS, macOS, tvOS, and watchOS applications. This tool, compatible with Swift 5.9 and beyond, offers easy installation through Swift Package Manager, CocoaPods, or Carthage. Developers can access extensive API documentation and examples to explore enhanced functionalities. Auth0 ensures consistent updates and community support for this project wrapped in robust contribution guidelines. Simplify your app's security with SimpleKeychain.

ReactiveSwift offers streams of values over time, tailored for Swift developers aiming to create declarative and composable applications. It supports key programming patterns like delegate patterns and callback closures, simplifying their integration. Compatible with major platforms including macOS, iOS, watchOS, tvOS, and Linux, it enhances code flexibility and readability through its core reactive primitives. Utilize extended modules like ReactiveCocoa and Loop to expand unidirectional data flows within Cocoa frameworks. Seamless compatibility with Carthage, CocoaPods, and SwiftPM ensures straightforward project integration.

Explore ReactorKit, a framework that utilizes reactive and unidirectional programming principles in Swift. Understand its main features such as business logic separation, seamless integration into current projects, and reduced coding needs. Delve into how view states are managed through reactors and how to efficiently test components. Grasp advanced concepts including global state, inter-view communications, and the Pulse mechanism for change detection. Access practical examples and engage with a community of developers using ReactorKit.

XcodeGen is a Swift-written command line utility for generating Xcode projects via YAML or JSON project specs. It streamlines project setup by ensuring automatic directory synchronization with Xcode, eliminating merge conflicts, and supporting multi-platform frameworks. The tool's flexible nature allows users to quickly adapt projects without direct Xcode edits, thanks to features like automatic schemes and build setting groups. This makes it particularly useful for handling complex project architectures and enhancing efficiency in continuous integration workflows.

ChatLayout provides a flexible layout option for iOS chat applications, supporting dynamic sizes and advanced scrolling. It allows complete UI control without modified layouts, compatible with multiple data models and input controls. Available through CocoaPods, Carthage, or SwiftPM, ChatLayout invites contributions to its ongoing development.

Apollo iOS is a GraphQL client for iOS, macOS, tvOS, and watchOS, providing a strongly-typed and caching system. It auto-generates Swift types for GraphQL queries, eliminating JSON parsing, and ensures compile-time type safety. Seamlessly integrates with Xcode for managing UI code and GraphQL definitions, maintaining a consistent client-side cache. Comprehensive documentation and a startup guide are available for easy integration.

Google AI SDK for Swift facilitates seamless integration with Gemini API, designed by Google DeepMind for multimodal capabilities across text, images, and code. This SDK supports prototyping with detailed logging, command line tools, and extensive documentation. While suitable for test phases, it advises backend usage in production to safeguard API keys.

OpenAIKit is a comprehensive Swift package that ensures secure interactions with the OpenAI API using environment variables for API key management. It supports a wide range of API features such as chat, models, and more, offering structured configurations through HTTPClient and URLSession. Effective error handling is included to maintain application stability, aligning with best security practices in Swift.

Custom Dump improves understanding of Swift data structures by providing debugging tools that surpass the standard 'dump' output. Key features include 'customDump' for better data visualization, 'diff' for comparing values, and utilities for asserting changes or consistency in complex data. It offers customization protocols for specific data representation needs, enhancing Swift development, testing, and debugging workflows.

Discover efficient image generation on Apple Silicon using Core ML with Stable Diffusion. This project provides conversion tools for PyTorch to Core ML, facilitating deployment on macOS and iOS. Performance benchmarks highlight device optimizations, including weight compression and attention adjustments for enhanced speed and efficiency. Explore stable image generation with precise model conversion.

Explore practical ARKit applications through a wide array of sample projects, including plane detection, virtual object placement, and AR interactions. Learn about augmented reality development with Swift, and leverage Core ML for object tagging. Investigate Metal rendering techniques and face tracking methods, while applying skills in AR measuring and drawing tasks. This project provides valuable examples for developers focused on utilizing ARKit's potential on iOS.

SkeletonView provides a streamlined solution for loading indicators in Swift apps, promising compatibility with a variety of UI components. This tool allows the development of customizable skeleton screens for tasks like API requests and data fetching. It supports both static and animated skeletons, thus enhancing user experience by keeping users engaged during load times. Suitable for use with UITableView and UICollectionView, this lightweight library integrates easily via CocoaPods, Carthage, or Swift Package Manager, offering features that cater to interface customization and visual transitions.

SwiftFormat is a comprehensive tool for reformatting Swift code consistently across macOS, Linux, and Windows. It automates style enforcement to reduce manual effort and disputes. SwiftFormat offers multiple installation methods like command-line tools and Xcode extensions, facilitating smooth integration into development workflows. By standardizing code format, it simplifies collaboration and lets developers prioritize functionality over aesthetic concerns. Additionally, it supports CI tools and popular editor plugins for streamlined code management.

Quick serves as a behavior-driven development framework for Swift and Objective-C, taking inspiration from RSpec and Specta. It integrates with Nimble to offer clear test assertions. Supporting multiple Swift versions, it ensures broad compatibility within various development contexts. Comprehensive documentation aids in easy setup using CocoaPods, Carthage, or the Swift Package Manager. Licensed under Apache 2.0, Quick is reliable for diverse testing needs but should not be included in app binaries submitted to the App Store due to its private API usage.

Sourcery is a Swift code generator that enhances productivity by reducing repetitive coding tasks and maintaining code consistency. Based on Apple's SwiftSyntax, it is utilized in over 40,000 projects, including by companies like Airbnb and the New York Times, enabling developers to focus on optimizing architecture and workflows. Sourcery supports the generation of mocks, equality, and Codable conformance, helping save time and reduce errors. Offering various tutorials and active community engagement, Sourcery is a valuable tool for driving efficiency in Swift development.

CombineSchedulers improves the testability and versatility of Apple's Combine framework by converting asynchronous publishers into synchronous ones, simplifying debugging and testing. The library includes AnyScheduler for flexible scheduling, TestScheduler for precise control over execution timing, ImmediateScheduler for eliminating thread hops, and UIScheduler for immediate main thread execution. Compatible with iOS 13.2 and above, it's easily installed via Swift Package Manager. Learn more about its applications and benefits through detailed episodes by Point-Free.

The CasePaths library extends Swift's key path system to include enum cases, enhancing library support for dynamic member lookup, modification, and binding derivation akin to struct handling in SwiftUI. This feature is essential for developers using enums in domains, facilitating complex workflow management while maintaining simplicity. Utilized in projects like SwiftUINavigation and The Composable Architecture, it efficiently handles navigation and data parsing. CasePaths offers a comprehensive solution for dynamic state transitions and property management in Swift applications.

XcodeWay is an extension for Xcode that simplifies navigation across project locations, including project and DerivedData folders, and GitHub links. It allows customization of additional destinations with the `Navigator` protocol. Installation is straightforward via GitHub, with scripting enabled for complete functionality. Suitable for developers aiming for efficient management in Xcode.

Vapor is a Swift-based HTTP web framework ideal for building modern websites, APIs, and cloud projects. Its expressive syntax and support for Swift 5.7+ allows for smooth development. Join its active Discord community for collaboration and support, and contribute via GitHub to influence ongoing developments. Perfect for developers aiming for efficient web solutions with a robust framework.

Lighter offers a tool for efficiently generating Swift code to interact with SQLite3 databases, ensuring type-safe alignment with database schemas. This tool operates more swiftly than traditional methods and integrates seamlessly without dependencies. Perfect for apps embedding SQLite databases or using a local cache, it uses the Enlighter plugin for automated code generation and supports Swift Package Manager, enhancing compile-time speed and minimizing runtime load, including compatibility with Linux servers.

Valet offers secure data storage across iOS, macOS, tvOS, and watchOS, simplifying Keychain integration with tools like Swift Package Manager and CocoaPods. It supports features like Shared Valet, iCloud Valet, and Secure Enclave Valet, providing enhanced security through biometrics or passcodes. Valet ensures reliable thread safety and seamless data migration from existing Keychain setups. Compatible with Xcode 16 and later, it facilitates secure data-sharing while maintaining isolated environments for each Valet instance.

This iOS template utilizes Clean Architecture and MVVM to ensure app scalability and maintenance efficiency. It incorporates distinct Domain, Data Repositories, and Presentation Layers while applying techniques like data binding sans third-party libraries, dependency injection, flow coordination, and error handling across ViewModel and networking. The template also supports pagination, unit testing, and Dark Mode, facilitating easy switch between SwiftUI and UIKit views. Ideal for developers focused on building robust, testable, and adaptable iOS applications with a structured architectural framework.

Composable Core Location bridges Composable Architecture with Apple's Core Location framework, facilitating efficient location service management within apps. It offers a structured approach for handling location actions using CLLocationManagerDelegate methods. This allows developers to manage updates and authorization changes effectively. The library includes robust testing features, supporting mock implementations for controlled test scenarios, ideal for a reliable location services integration.