Swift Projects

This github repository holds references for, and scripts resulting from, various Swift projects

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Videos

• Swift in 100 Seconds - Fireship

• Apple's WWDC

• Apple Developer Videos

• Nick Walter's Udemy Courses

• Dr. John Gallaugher's Tutorials

AI/ML Blogs

• Hugging Face Blog

Apple ML Research Website & Papers (including ones on arXiv)

• Deep Learning for Siri’s Voice: On-device Deep Mixture Density Networks for Hybrid Unit Selection Synthesis - 2017

• Ferret: Refer and Ground Anything Anywhere at Any Granularity - Haoxuan You, Haotian Zhang, Zhe Gan, Xianzhi Du, Bowen Zhang, Zirui Wang, Liangliang Cao, Shih-Fu Chang, Yinfei Yang - arXiv:2310.07704 cs.CV - 2023

• LLM in a flash: Efficient Large Language Model Inference with Limited Memory - Keivan Alizadeh, Iman Mirzadeh, Dmitry Belenko, Karen Khatamifard, Minsik Cho, Carlo C Del Mundo, Mohammad Rastegari, Mehrdad Farajtabar - arXiv:2312.11514v1 cs.CL - 2023

• Swift for TensorFlow: A portable, flexible platform for deep learning - Brennan Saeta, Denys Shabalin, Marc Rasi, Brad Larson, Xihui Wu, Parker Schuh, Michelle Casbon, Daniel Zheng, Saleem Abdulrasool, Aleksandr Efremov, Dave Abrahams, Chris Lattner, Richard Wei - arXiv:2102.13243 cs.LG - 2021

Apple ML Models & Resources

• Apple Ferret
• Apple mlX - MLX is a NumPy-like array framework designed for efficient and flexible machine learning on Apple silicon - Github

Books

• Learning Swift 4, 3rd Edition - iOS 11 - Jonathon Manning, Paris Buttfield-Addison & Tim Nugent - 2018

• Learn Swift 4 by Building Applications - Emil Atanasov - 2018

• IOS Apps for Masterminds, 4th Edition - iOS 12 - J.D. Gauchat -2018

• UIKit for Masterminds, 1st Edition - iOS 15 - J.D. Gauchat - 2021

• Swift UI for Masterminds, 3rd Edition - iOS 16 - J.D. Gauchat - 2022

• SwiftUI Apprentice - Swift 5.7, iOS 16, Xcode 14.2 - Caroline Begbie & Audrey Tam - 2023

• Practical Artificial Intelligence with Swift - Mars Geldard, Jonathon Manning, Paris Buttfield-Addison & Tim Nugent - 2019

Open Source Swift Resources

• Apple Design

• Apple Swift Language Documentation

• Apple Developer Tutorials

• Apple Developer Forums

• The Swift Forums

• Swift org

• Stackoverflow

• Apple's File System - Basics

• Apple's File System - Bundle Structures

• Swift Package Index

• Apple's Swift Algorithms Package

• Apple's Swift Collections Package

• Apple's Swift Numerics Package

• Apple's SF Symbols

• Unicode - Full Emoji List v 15.0

• Apple Pkl

Integrated Development Environments

• Swift Playgrounds - iPad & Mac

• Xcode - Mac

Apple APIs

• Core ML and Create ML

• SwiftData

License

• MIT