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Title: GitHub - Java-architect/Halfrost-Field: ✍️ 这里是写博客的地方 —— Halfrost-Field 冰霜之地

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https://patch-diff.githubusercontent.com/Java-architect/Halfrost-Field#-目录
目录https://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/contents.md
https://patch-diff.githubusercontent.com/Java-architect/Halfrost-Field#-machine-learning
目录https://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/contents.md
Week1 —— What is Machine Learninghttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/What_is_Machine_Learning.md
Week1 —— Linear Regression with One Variable (Gradient Descent)https://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/Gradient_descent.ipynb
Week2 —— Multivariate Linear Regressionhttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/Multivariate_Linear_Regression.ipynb
Week2 —— Computing Parameters Analyticallyhttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/Computing_Parameters_Analytically.ipynb
Week2 —— Octave Matlab Tutorialhttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/Octave_Matlab_Tutorial.ipynb
Week3 —— Logistic Regressionhttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/Logistic_Regression.ipynb
Week3 —— Regularizationhttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/Regularization.ipynb
Week4 —— Neural Networks Representationhttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/Neural_Networks_Representation.ipynb
Week5 —— Neural Networks Learninghttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/Neural_Networks_Learning.ipynb
Week5 —— Backpropagation in Practicehttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/Backpropagation_in_Practice.ipynb
Week6 —— Advice for Applying Machine Learninghttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/Advice_for_Applying_Machine_Learning.ipynb
Week6 —— Machine Learning System Designhttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/Machine_Learning_System_Design.ipynb
Week7 —— Support Vector Machineshttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/Support_Vector_Machines.ipynb
Week8 —— Unsupervised Learninghttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/Unsupervised_Learning.ipynb
Week8 —— Dimensionality Reductionhttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/Dimensionality_Reduction.ipynb
Week9 —— Anomaly Detectionhttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/Anomaly_Detection.ipynb
Week9 —— Recommender Systemshttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/Recommender_Systems.ipynb
Week10 —— Large Scale Machine Learninghttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/Large_Scale_Machine_Learning.ipynb
Week11 —— Application Example: Photo OCRhttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Machine_Learning/Application_Photo_OCR.ipynb
https://patch-diff.githubusercontent.com/Java-architect/Halfrost-Field#-go
Go 初学者的成长之路https://github.com/halfrost/Halfrost-Field/blob/master/contents/Go/new_gopher_tips.md
初探 Go 的编译命令执行过程https://github.com/halfrost/Halfrost-Field/blob/master/contents/Go/go_command.md
深入解析 Go 中 Slice 底层实现https://github.com/halfrost/Halfrost-Field/blob/master/contents/Go/go_slice.md
如何设计并实现一个线程安全的 Map ?(上篇)https://github.com/halfrost/Halfrost-Field/blob/master/contents/Go/go_map_chapter_one.md
如何设计并实现一个线程安全的 Map ?(下篇)https://github.com/halfrost/Halfrost-Field/blob/master/contents/Go/go_map_chapter_two.md
如何理解 n 维空间和 n 维时空https://github.com/halfrost/Halfrost-Field/blob/master/contents/Go/n-dimensional_space_and_n-dimensional_space-time.md
高效的多维空间点索引算法 — Geohash 和 Google S2https://github.com/halfrost/Halfrost-Field/blob/master/contents/Go/go_spatial_search.md
Google S2 中的 CellID 是如何生成的 ?https://github.com/halfrost/Halfrost-Field/blob/master/contents/Go/go_s2_CellID.md
Google S2 中的四叉树求 LCA 最近公共祖先https://github.com/halfrost/Halfrost-Field/blob/master/contents/Go/go_s2_lowest_common_ancestor.md
神奇的德布鲁因序列https://github.com/halfrost/Halfrost-Field/blob/master/contents/Go/go_s2_De_Bruijn.md
四叉树上如何求希尔伯特曲线的邻居 ?https://github.com/halfrost/Halfrost-Field/blob/master/contents/Go/go_s2_Hilbert_neighbor.md
Google S2 是如何解决空间覆盖最优解问题的?https://github.com/halfrost/Halfrost-Field/blob/master/contents/Go/go_s2_regionCoverer.md
Code share keynotehttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Go/T_Salon_share.pdf
https://patch-diff.githubusercontent.com/Java-architect/Halfrost-Field#-javascript
JavaScript 新手的踩坑日记http://www.jianshu.com/p/6280d0f12feb
从 JavaScript 作用域说开去http://www.jianshu.com/p/9ecb728c5db9
揭开 this & that 之迷https://github.com/halfrost/Halfrost-Field/blob/master/contents/JavaScript/%E6%8F%AD%E5%BC%80%20this%20%26%20that%20%E4%B9%8B%E8%BF%B7.md
JSConf China 2017 Day One — JavaScript Change The Worldhttps://github.com/halfrost/Halfrost-Field/blob/master/contents/JavaScript/JSConf%20China%202017%20Day%20One%20%E2%80%94%20JavaScript%20Change%20The%20World.md
Vue 全家桶 + Electron 开发的一个跨三端的应用https://github.com/halfrost/vue-objccn/blob/master/README.md
大话大前端时代(一) —— Vue 与 iOS 的组件化https://github.com/halfrost/Halfrost-Field/blob/master/contents/Vue/%E5%A4%A7%E8%AF%9D%E5%A4%A7%E5%89%8D%E7%AB%AF%E6%97%B6%E4%BB%A3(%E4%B8%80)%20%E2%80%94%E2%80%94%20Vue%20%E4%B8%8E%20iOS%20%E7%9A%84%E7%BB%84%E4%BB%B6%E5%8C%96.md
Ghost 博客搭建日记https://github.com/halfrost/Halfrost-Field/blob/master/contents/iOS/Ghost/ghost_build.md
Ghost 博客升级指南https://github.com/halfrost/Halfrost-Field/blob/master/contents/iOS/Ghost/ghost_update.md
Ghost 博客炫技"新"玩法https://github.com/halfrost/Halfrost-Field/blob/master/contents/iOS/Ghost/ghost_feature.md
博客跑分优化https://github.com/halfrost/Halfrost-Field/blob/master/contents/iOS/Ghost/ghost_fast.md
https://patch-diff.githubusercontent.com/Java-architect/Halfrost-Field#-ios
Weex 是如何在 iOS 客户端上跑起来的https://github.com/halfrost/Halfrost-Field/blob/master/contents/iOS/Weex/Weex_how_to_work_in_iOS.md
由 FlexBox 算法强力驱动的 Weex 布局引擎https://github.com/halfrost/Halfrost-Field/blob/master/contents/iOS/Weex/Weex_layout_engine_powered_by_Flexbox's_algorithm.md
Weex 事件传递的那些事儿https://github.com/halfrost/Halfrost-Field/blob/master/contents/iOS/Weex/Weex_events.md
Weex 中别具匠心的 JS Frameworkhttps://github.com/halfrost/Halfrost-Field/blob/master/contents/iOS/Weex/Weex_ingenuity_JS_framework.md
iOS 开发者的 Weex 伪最佳实践指北https://github.com/halfrost/Halfrost-Field/blob/master/contents/iOS/Weex/Weex_pseudo-best_practices_for_iOS_developers.md
BeeHive —— 一个优雅但还在完善中的解耦框架http://www.jianshu.com/p/24f6299ebe82
iOS 组件化 —— 路由设计思路分析https://github.com/halfrost/Halfrost-Field/blob/master/contents/iOS/iOSRouter/iOS_Router.md
ReactiveCocoa 中 RACSignal 是如何发送信号的http://www.jianshu.com/p/d7d951a99db8
ReactiveCocoa 中 RACSignal 所有变换操作底层实现分析(上)http://www.jianshu.com/p/9c4459ae71c5
ReactiveCocoa 中 RACSignal 所有变换操作底层实现分析(中)http://www.jianshu.com/p/707ece08257e
ReactiveCocoa 中 RACSignal 所有变换操作底层实现分析(下)http://www.jianshu.com/p/d507e534dda0
ReactiveCocoa 中 RACSignal 冷信号和热信号底层实现分析http://www.jianshu.com/p/21beb4c59bcc
ReactiveCocoa 中 集合类RACSequence 和 RACTuple底层实现分析http://www.jianshu.com/p/5c2119b3f2eb
ReactiveCocoa 中 RACScheduler是如何封装GCD的http://www.jianshu.com/p/980ffdf3ed8c
ReactiveCocoa 中 RACCommand底层实现分析http://www.jianshu.com/p/50938a5ace87
ReactiveCocoa 中 奇妙无比的“宏”魔法http://www.jianshu.com/p/4c5613e256c8
iOS 如何实现Aspect Oriented Programming (上)http://www.jianshu.com/p/dc9dca24d5de
iOS 如何实现Aspect Oriented Programming (下)http://www.jianshu.com/p/2ad7e90b521b
神经病院Objective-C Runtime入院第一天——isa和Classhttp://www.jianshu.com/p/9d649ce6d0b8
神经病院Objective-C Runtime住院第二天——消息发送与转发http://www.jianshu.com/p/4d619b097e20
神经病院Objective-C Runtime出院第三天——如何正确使用Runtimehttp://www.jianshu.com/p/db6dc23834e3
ObjC 对象的今生今世http://www.jianshu.com/p/f725d2828a2f
深入研究Block捕获外部变量和__block实现原理http://www.jianshu.com/p/ee9756f3d5f6
深入研究Block用weakSelf、strongSelf、@weakify、@strongify解决循环引用http://www.jianshu.com/p/701da54bd78c
给iOS 模拟器“安装”app文件http://www.jianshu.com/p/cd4c816111db
手把手教你给一个iOS app配置多个环境变量http://www.jianshu.com/p/83b6e781eb51
手把手教你利用Jenkins持续集成iOS项目http://www.jianshu.com/p/41ecb06ae95f
关于IB_DESIGNABLE / IBInspectable的那些需要注意的事http://www.jianshu.com/p/a5351d270ac1
WWDC2016 Session笔记 - Xcode 8 Auto Layout新特性http://www.jianshu.com/p/2521c610fac3
WWDC2016 Session笔记 - iOS 10 UICollectionView新特性http://www.jianshu.com/p/e97780a24224
WWDC2016 Session笔记 - iOS 10 推送Notification新特性http://www.jianshu.com/p/9b720efe3779
如何快速给自己构建一个温馨的"家"——用Jekyll搭建静态博客http://www.jianshu.com/p/9a6bc31d329d
iOS如何优雅的处理“回调地狱Callback hell”(二)——使用Swifthttp://www.jianshu.com/p/deb65d0a6b8c
iOS如何优雅的处理“回调地狱Callback hell”(一)——使用PromiseKithttp://www.jianshu.com/p/f060cfd52f17
谈谈 WebSockethttps://github.com/halfrost/Halfrost-Field/blob/master/contents/iOS/WebSocket/iOS_WebSocket.md
Realm数据库 从入门到“放弃”https://github.com/halfrost/Halfrost-Field/blob/master/contents/iOS/Realm/Realm%E6%95%B0%E6%8D%AE%E5%BA%93%20%E4%BB%8E%E5%85%A5%E9%97%A8%E5%88%B0%E2%80%9C%E6%94%BE%E5%BC%83%E2%80%9D.md
手把手教你从Core Data迁移到Realmhttps://github.com/halfrost/Halfrost-Field/blob/master/contents/iOS/Realm/%E6%89%8B%E6%8A%8A%E6%89%8B%E6%95%99%E4%BD%A0%E4%BB%8ECore%20Data%E8%BF%81%E7%A7%BB%E5%88%B0Realm.md
iOS Core Data 数据迁移 指南https://github.com/halfrost/Halfrost-Field/blob/master/contents/iOS/CoreData/iOS_Core_Data.md
iOS Hybrid 框架 ——PhoneGaphttps://github.com/halfrost/Halfrost-Field/blob/master/contents/iOS/Cordova/iOS%20Hybrid%20%E6%A1%86%E6%9E%B6%20%E2%80%94%E2%80%94PhoneGap.md
Remote debugging on iOS with Safari Web Inspectorhttps://github.com/halfrost/Halfrost-Field/blob/master/contents/iOS/Cordova/Remote_debug.md
搭建Phabricator我遇到的那些坑https://github.com/halfrost/Halfrost-Field/blob/master/contents/iOS/Phabricator/%E6%90%AD%E5%BB%BAPhabricator%E6%88%91%E9%81%87%E5%88%B0%E7%9A%84%E9%82%A3%E4%BA%9B%E5%9D%91.md
Code review - Phabricator Use guide introducehttps://github.com/halfrost/Halfrost-Field/blob/master/contents/iOS/Phabricator/Code%20review%20-%20Phabricator%20Use%20guide%20introduce.md
https://patch-diff.githubusercontent.com/Java-architect/Halfrost-Field#-protocol
HTTP 基础概述https://github.com/halfrost/Halfrost-Field/blob/master/contents/Protocol/HTTP.md
全双工通信的 WebSockethttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Protocol/WebSocket.md
高效的数据压缩编码方式 Protobufhttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Protocol/Protocol-buffers-encode.md
高效的序列化/反序列化数据方式 Protobufhttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Protocol/Protocol-buffers-decode.md
深入浅出 FlatBuffers 之 Schemahttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Protocol/FlatBuffers-schema.md
深入浅出 FlatBuffers 之 Encodehttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Protocol/FlatBuffers-encode.md
深入浅出 FlatBuffers 之 FlexBuffershttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Protocol/FlatBuffers-flexBuffers.md
TCP/IP 基础概述https://github.com/halfrost/Halfrost-Field/blob/master/contents/Protocol/TCP:IP.md
Advance_TCPhttps://github.com/halfrost/Halfrost-Field/blob/master/contents/Protocol/Advance_TCP.md
https://patch-diff.githubusercontent.com/Java-architect/Halfrost-Field#️-星霜荏苒
开篇https://github.com/halfrost/Halfrost-Field/blob/master/contents/TimeElapse/start.md
【星霜荏苒】 - 程序员如何在技术浪潮的更迭中保持较高的成长速度 ?https://github.com/halfrost/Halfrost-Field/blob/master/contents/TimeElapse/2017.md
https://patch-diff.githubusercontent.com/Java-architect/Halfrost-Field#️-勘误
https://patch-diff.githubusercontent.com/Java-architect/Halfrost-Field#️-感谢
https://patch-diff.githubusercontent.com/Java-architect/Halfrost-Field#️-转载
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