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## Swift for TensorFlow
## First-Class Machine Learning in Swift
莲叔(aaaron7)
## About me
- 莲叔 / aaaron7
- SwiftGG 成员，目前没有参与翻译工作，主要负责在群里灌水；
- 目前供职于 UC 短视频组；
- 兴趣：Swift，函数式编程，机器学习；
- 自我要求：争取不坑
## Why
- Swift for TensorFlow
How Magic behind
• Graph Program Extraction
Example
• Linear Classification
• Collaborative Filtering
## Why
## Why Swift
As we know
Swift has a few problems
swift 1.2 2 到swift 2.0 升级之路上的坑
原 Swift3.0 的坑
升级到Swift
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## SWIFT HANDBOOK
# Table of Contents
Preface
The Swift Handbook
Conclusion
## Preface
The Swift Handbook follows the 80/20 rule: learn in 20% of the time the 80% of a topic.
In particular, the goal goal is to get you up to speed quickly with Swift.
This book is written by Flavio. I publish programming tutorials on my blog flaviocopes.com and I organize a yearly bootcamp at bootcamp.dev.
You can can reach me on Twitter @flaviocopes.
Enjoy!
## The Swift Handbook
• 1. Introduction to Swift
• 2. Variables
• 3. Objects
• 4. Operators
• 4.1. Assignment operator
4.2. Arithmetic operators
o 4.3
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## Develop in Swift Swift Coding Club
go green
![Image](/uploads/documents/7/2/4/a/724a5751e557c7e782c585e4ad5907e2/p1_2 Started
## Welcome to the Swift Coding Club!
Learning to code teaches you how to solve problems and work with others in creative ways. And it helps you bring your ideas to life.
Swift Coding Clubs are an excellent excellent way to learn how to code and design apps. Activities built around Swift, Apple's coding language, help you collaborate as you learn to code, prototype apps and think about how code can make
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## The Swift Programming Language
Swift 5.7 Edition
Welcome to Swift
## About Swift
Swift is a fantastic way to write software, whether it’s for phones, desktops, servers, or anything else that runs compromising on either.
Swift is friendly to new programmers. It’s an industrial-quality programming language that’s as expressive and enjoyable as a scripting language. Writing Swift code in a playground with code and see the results immediately, without the overhead of building and running an app.
Swift defines away large classes of common programming errors by adopting modern programming patterns:
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## Swift
var people = ["Dave", "Brian", "Alex", "Alex", "
Welcome to Swift
## About About Swift
Swift is a new programming language for iOS and OS X apps that builds on the best of C and Objective-C, without the constraints of C compatibility. Swift adopts safe programming patterns and adds flexible, and more fun. Swift's clean slate, backed by the mature and much-loved Cocoa and Cocoa Touch frameworks, is an opportunity to reimagine how software development works.
Swift has been years in
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## 第二部分 TensorFlow 初接触
# 回旋回旋回旋
扫描二维码
试看/购买《TensorFlow 快速入门与实战》视频课程
## 第二部分 目录
- 搭建你的 TensorFlow 开发环境
• “Hello TensorFlow”
- 在交互式环境中使用 TensorFlow
• 在容器中使用 TensorFlow
# 搭建你的 TensorFlow 开发环境
## TensorFlow uments/a/7/2/7/a7274b59c568408e2fa80ee6dadfd2c7/p5_2.jpg)
Android
iOS
Embedded
Devices
## TensorFlow 支持的操作系统
• Ubuntu 16.04 or later
• Windows 7 or later
• macOS 10.12.6 (Sierra) or later (no GPU 4b59c568408e2fa80ee6dadfd2c7/p6_3.jpg)
## 使用 pip 安装 TensorFlow
tensorflow — Current release for CPU-only (recommended for beginners)
tensorflow-gpu — Current release with GPU support (Ubuntu and Windows)
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## 第一部分 TensorFlow 初印象
# 回旋回旋回旋
扫描二维码
试看/购买《TensorFlow 快速入门与实战》视频课程
## 第一部分 目录
• TensorFlow 产生的历史必然性
• TensorFlow 与 Jeff Dean 的那些事
• TensorFlow 的应用场景
• TensorFlow 的落地应用
• TensorFlow 的发展现状
## TensorFlow and many more ....
## TensorFlow 与 Jeff Dean 的那些事
## “TensorFlow 之父” — Jeff Dean
• Head of Google Brain
• Google Senior Fellow
• ACM Fellow
• AAAS Fellow
• Creator of TensorFlow
• Creator of DistBelief of BigTable
## TensorFlow 的前世今生
## 2012年 Google DistBelief 第一代深度学习平台
• 谷歌搜索
· 谷歌广告
• 谷歌地图
• 谷歌街景
• 谷歌翻译
• Youtube
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## Swift Style
## @gregheo
## Style?
## raywenderlich / swift-style-guide
Watch
330
Star 3,684
☀ Fork 524
Code
Issues 15
Pull requests 0
Pulse
Graphs
The official Swift style guide ▼
https://github.com/raywe
Download ZIP
gregheo Merge pull request #115 from raywenderlich/swift2
Latest commit da0a801 on Nov 5
screens
Re-indent tip and screenshot
a year ago
README.markdown markdown
enumerate() is a protocol method now
3 months ago
### The Official raywenderlich.com Swift Style Guide
This style guide is different from others you may see, because the focus is centered on
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番外篇
TensorFlow 社区参与指南
# 回报回 回报回 回报回
扫描二维码
试看/购买《
TensorFlow 快速入门与实战》视频课程
## 番外篇 目录
•
TensorFlow 社区介绍
•
TensorFlow 生态-TFX
•
TensorFlow 生态-Kubeflow
• 如何参与
TensorFlow 社区开源贡献
• ML GDE 是
TensorFlow 社区与开发者的桥梁 社区与开发者的桥梁
TensorFlow 社区介绍
##
TensorFlow 开源社区（20181219）
| Search or jump to... | Pull requests | Issues | Marketplace | Explore | |
tbody>
##
TensorFlow 开源社区（20190304）
https://github.com/
tensorflow/
tensorflow/
##
TensorFlow 发布版本
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## 第七部分 实战 TensorFlow 人脸识别
扫描二维码
试看/购买《TensorFlow 快速入门与实战》视频课程
## 第七部分 目录
- 人脸识别问题概述
- 典型人脸相关数据集介绍
- 人脸检测算法介绍
- github.io/openface/
deep-learning face-recognition facenet
目前，许多开源爱好者受到 OpenFace 项目启发，又实现了 Keras 和 TensorFlow (low-level API) 版本的 FaceNet。
## Try it
## 测试与可视化分析
## 人脸识别测试
扫描二维码
试看/购买《TensorFlow 快速入门与实战》视频课程
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Swift for TensorFlow - 莲叔## Swift for TensorFlow ## First-Class Machine Learning in Swift 莲叔(aaaron7) ## About me - 莲叔 / aaaron7 - SwiftGG 成员，目前没有参与翻译工作，主要负责在群里灌水； - 目前供职于 UC 短视频组； - 兴趣：Swift，函数式编程，机器学习； - 自我要求：争取不坑 ## Why - Swift for TensorFlow How Magic behind • Graph Program Extraction Example • Linear Classification • Collaborative Filtering ## Why ## Why Swift As we know Swift has a few problems swift 1.2 2 到swift 2.0 升级之路上的坑  原 Swift3.0 的坑  升级到Swift0 码力 | 56 页 | 3.03 MB | 2 年前3