2023

06-30-2023 Swift | Swift binaries
06-28-2023 Swift | Swift modules

2022

02-04-2022 Build an AST Interpreter
01-02-2022 Objective-C implementation details in Assembly | 从汇编层面看Objective-C的实现

2021

08-16-2021 Note | MIT 6.172 (12) - Parallel Storage Allocation
08-10-2021 Note | MIT 6.172 (11) - Storage Allocation
08-08-2021 Note | MIT 6.172 (9) - What Compilers can and cannot Do
07-15-2021 Note | MIT 6.172 (6) - Multicore Programing
07-13-2021 Note | MIT 6.172 (5) - C to Assembly
07-12-2021 Note | MIT 6.172 (4) - Assembly Lanugage and Computer Architecture
07-12-2021 Note | MIT 6.172 (2) - Bentley Rules for Optimizing Work
07-12-2021 Note | MIT 6.172 (1) - Introduction and Matrix Multiplication
05-20-2021 Python Deep Dive | Modules and Packages
05-15-2021 Python Deep Dive | Scopes, Closures and Decorators
04-10-2021 Python Deep Dive | Generators and Coroutine
03-21-2021 Python Deep Dive | Variables and Memory Part 2
03-05-2021 Python Deep Dive | Variables and Memory Part 1

2020

12-10-2020 笔记 | 宗教哲学（一）
10-11-2020 C++ Performance | Move Semantics
07-10-2020 C++ Performance | Smart Pointer Parameters
06-25-2020 C++ Performance | Pass function arguments by value if they're small
05-15-2020 C++ Performance | Code size matter
02-12-2020 Python Tips | Functions
02-01-2020 Python Tips | Lists and Tuples

2019

11-03-2019 Paper Notes | Machine Learning at Facebook - Understanding Inference at the Edge
08-03-2019 PyTorch | Implement GAN Using PyTorch
07-10-2019 PyTorch | Implement Neural Networks Using PyTorch
06-27-2019 C++ Template | MISC
06-25-2019 C++ Template | Compile Time Programming
06-24-2019 PyTorch | Train a Linear Regression Model using PyTorch
06-10-2019 CMake | Survival Guide (1)
03-10-2019 C++ Essentials | RValue and Move Semantics
02-15-2019 C++ Essentials | Memory Management
01-18-2019 Machine Learning For Trading | Market Mechanics
01-10-2019 Machine Learning For Trading | Motivation

2018

12-12-2018 Self Driving Cars | Localization Part 2 | The Kalman Filter Approach
12-08-2018 Self Driving Cars | Localization Part 1 | The Histogram Filter Approach
11-20-2018
07-20-2018 笔记 | 深度学习 | Transformer
06-20-2018 笔记 | 深度学习 | Word Embeddings
05-14-2018 笔记 | 深度学习 | Recurrent Neural Network
05-09-2018 笔记 | 深度学习 | Neural Style Transfer
05-04-2018 笔记 | 深度学习 | Semantic Segmentation
04-27-2018 笔记 | 深度学习 | Object Detection - Mask R-CNN
04-12-2018 笔记 | 深度学习 | Object Detection - YOLO
04-03-2018 笔记 | 深度学习 | Classic CNN Models
03-20-2018 笔记 | 深度学习 | Convolutional Neural Networks
02-15-2018 笔记 | 深度学习 | Optimization Algorithms
02-05-2018 笔记 | 深度学习 | Regularization
01-28-2018 笔记 | 深度学习 | Deep Neural Networks
01-20-2018 笔记 | 深度学习 | Shallow Neural Networks
01-02-2018 笔记 | 深度学习 | Logistic Regression as a Neural Network

2017

11-24-2017 机器学习 | Machine Learning | OCR
11-17-2017 机器学习 | Machine Learning | 大数据学习 | Learning With Large Datasets
11-08-2017 机器学习 | Machine Learning | 异常检测 | Anomaly Detection
10-29-2017 机器学习 | Machine Learning | 非监督学习 | Unsupervised Learning
10-22-2017 机器学习 | Machine Learning | SVM
10-15-2017 机器学习 | Machine Learning | 调试 | Debugging
10-05-2017 机器学习 | Machine Learning | 神经网络 | Neural Networks
09-27-2017 机器学习 | Machine Learning | 逻辑回归 | Logistic Regression
08-20-2017 机器学习 | Machine Learning | 线性回归 | Linear Regression
08-12-2017 机器学习 | Machine Learning | 概述 | Overview
08-02-2017 机器学习 | Machine Learning | Python工具 | Python Stack For ML
07-30-2017 The Bayesian Rule | 贝叶斯模型
07-16-2017 WWDC 2017 参会报告 | WWDC 2017 Live Report!
07-09-2017 近一年的工作感悟 | A review of past year in Alibaba
07-01-2017 我们做出了MIST | Announcing MIST
02-15-2017 Build a Parser By Hand | 语法分析 | Parsing
02-10-2017 Build a Parser By Hand | 词法分析| Lexical Analysis
01-12-2017 笔记 | 如何高效学习 | Learn How to Learn

2016

12-06-2016 我们开源了FlexLayout | FlexLayout Open Sourced!
09-16-2016 十年学会编程 | Teach Yourself Programming in Ten Years
07-04-2016 iOS App的签名机制 | iOS Signing under the hood
06-22-2016 浅谈分布式缓存 | Distributed Cache System
06-05-2016 浅谈负载均衡 | Load Balancer
05-20-2016 分布式系统的特征 | Characteristics of Distributed Systems
05-15-2016 CAP理论 | CAP Theorem
05-11-2016 学一点系统设计 | System Design Overview
04-12-2016 笔记 | 云计算 | Clouds Computing | Concepts Part 1 |
02-08-2016 谈谈 C++ 中的多线程 | Concurrency in Modern C++ | 线程互斥 | Mutex
02-03-2016 谈谈 C++ 中的多线程 | Concurrency in Modern C++ | 线程管理 | Managing Threads
01-30-2016 谈谈 C++ 中的多线程 | Concurrency in Modern C++ | 概述 | Overview

2015

10-08-2015 链接与加载 | Linkers and Loaders | LLVM与IR (1) | LLVM IR Part 1
08-10-2015 Linkers and Loaders | 符号的可见性问题 | Symbol visibility
07-30-2015 Linkers and Loaders | 动态链接与动态库（二） | Dynamic Library part 2
07-15-2015 Linkers and Loaders | 动态链接与动态库（一） | Dynamic Library part 1
07-04-2015 Linkers and Loaders | 静态链接与静态库 | Static Library
06-20-2015 Linkers and Loaders | 综述 | Overview
02-10-2015 Python 语法速查 | Python Cheatsheet
01-09-2015 谈谈AsyncDisplayKit | Introduce to AsyncDisplayKit

2014

12-23-2014 Swift中的Object研究 | Swift Object Under the hood
12-18-2014 64位的时代 | Transition to 64 Bit
11-20-2014 谈谈MV* | Some thoughs on MV* pattern
11-06-2014 VZInspector开源了 | VZInspector has been open sourced
10-22-2014 使用Dotfile | Making your own dotfile
10-02-2014 Package Manager
08-03-2014 解释一段BrainFuck代码 | BrainFuck
06-26-2014 理解JavaScript | 模块 | Module in Node.js
06-23-2014 理解JavaScript | 面向对象设计 | OOP
06-20-2014 理解JavaScript | 常识 | Wierd Parts
04-25-2014 编程语言原理 | Programming Language | Functions
04-24-2014 编程语言原理 | Programming Language | SML
03-05-2014 iOS中的BLE | Bluetooth 4.0 in iOS
02-04-2014 Lua 中的协程 | Coroutine in Lua
02-02-2014 Lua中的C | C API in Lua

2013

12-10-2013 Scala Part 3 | 面向对象部分| OOP
12-09-2013 Scala Part 2 | Tail Recursion & Higher Order Function
12-03-2013 Scala Part 1 | 语言概述 | Language Overview
11-20-2013 实现Lomo效果 | Lomo Effect in iOS
08-25-2013 规避__unretain_unsafe指针 | Fix unretain-unsafe Pointer in iOS
07-30-2013 iOS中的vImage | vImage in iOS
07-20-2013 Arduino 101
07-12-2013 iOS中Rendering的性能分析 | Performant rendering in iOS
06-15-2013 ARM32汇编基础 | Assembly on ARM32
05-15-2013 学习 Haskell (二) | Learn You a Haskell for Great Good | Recursiion & HOF
05-10-2013 学习 Haskell (二) | Learn You a Haskell for Great Good | Basic
02-02-2013 Regular Expression | 案例分析 | Case Study
02-01-2013 Regular Expression | 基本语法 | Syntax
01-02-2013 iOS中处理线程同步问题 | Thread synchronization
01-01-2013 多线程问题的根源 | Why We Have Threading Problems

2012

11-30-2012 理解AFNetworking中的Runloop | Runloop in AFNetworking
11-25-2012 理解iOS中的线程池 | Thread Management in iOS
11-17-2012 理解iOS中的Runloop | Runloop in iOS
10-22-2012 理解UIView的绘制原理 | Understand Drawing in iOS
09-02-2012 理解iOS中的Method Overloading | Method Overloading in iOS
08-16-2012 理解Objective-C的Block | Understand Block in Objective-C
08-10-2012 理解iOS中的Quartz2D | Understand Quartz2D in iOS
08-06-2012 理解Objective-C中的KVO | KVO in iOS
07-11-2012 理解iOS中的内存结构（二） | Debuging Memory Issues in iOS Part 2
07-10-2012 理解iOS中的内存结构（一） | Debuging Memory Issues in iOS Part 1
05-08-2012 XCode 调试 | XCode Debug Tools
02-10-2012 理解iOS中的"isa"指针 | "isa" pointer in iOS

2011

12-12-2011 iOS Core Animation Note | From WWDC 2010
12-08-2011 UIView的frame和bounds | Frame & Bounds in iOS
12-07-2011 iOS中的OpenGL | OpenGL 1.1 in iOS
11-30-2011 计算机图形学 | Computer Graphics | 数学基础
11-06-2011 Android实现RTSP | RTSP in Android
11-03-2011 MP4文件中的H.264存储方式 | H.264 Format in MP4
10-12-2011 RTP包中的H.264格式 | H.264 Package Format in RTP
08-12-2011 Java基础 | 基本语法 | Basic Syntax
08-09-2011 Java基础 | 概述 | Language Overview
07-20-2011 Web中的同源策略 | The Same Origin Policy
07-18-2011 Web中的Cookie机制 | What is Cookie
07-10-2011 非对称加密与HTTPs | Asymmetric Encryption and HTTPs
07-02-2011 观察TCP的握手机制 | Observe TCP Handshakes
06-16-2011 SQL简明操作 | SQL Syntax Quick Reference
04-04-2011 配置Nginx（二）| Nginx as Reverse Proxy
04-02-2011 配置Nginx（一） | Nginx Basic Configuration
03-06-2011 Linode快速上手（二） | Setup NodeJS & Jekyll
03-05-2011 Linode快速上手（一） | Setup HTTPs and Nginx
02-13-2011 Git的内部结构 | Git Internals
02-10-2011 Git中的一些重要概念 | Understand Git Concept
02-06-2011 Git简明操作 | Git Quick Reference

2010

12-03-2010 Ruby 语法速查 | Ruby Syntax Quick Reference
04-16-2010 Basic Algorithms | 动态规划（一） | Dynamic Programming Part 1
03-06-2010 Basic Algorithms | 广度优先搜索 | BFS
03-03-2010 Basic Algorithms | 分治法 | Divide and Conquer
02-27-2010 Basic Algorithms | 深搜与回溯（二） | DFS & Backtracking Part 2
02-24-2010 Basic Algorithms | 深搜与回溯（一） | DFS & Backtracking Part 1
02-20-2010 Basic Algorithms | 递归 | Recursion
02-12-2010 Basic Algorithms | 二分法 | Binary Search
02-09-2010 Basic Algorithms | 几种朴素算法 | Naive Algrorithms
02-03-2010 Basic Algorithms | 算法度量 | Big O notation
01-28-2010 Basic Algorithms | 算法分析基础 | Algorithm Analysis Basics
01-20-2010 Basic Algorithms | 概述 | Overview

2009

10-15-2009 C++ Primer| Tools for large programs| 用于大型程序工具
10-10-2009 C++ Primer | STL Algorithms | STL 算法
09-30-2009 C++ Primer | STL Containers | STL容器
09-20-2009 C++ Primer | Templates & Generic Programming | 模板与泛型（二）
09-15-2009 C++ Primer | Templates & Generic Programming | 模板与泛型（一）
09-10-2009 C++ Primer | OOP | 面向对象设计
09-05-2009 C++ Primer | Operator Overload | 运算符重载
08-30-2009 C++ Primer | Copy Control | 拷贝控制
08-20-2009 C++ Primer | Lambda Expression | Lambda表达式
08-10-2009 C++ Primer | Smart Pointer | 智能指针
08-05-2009 C++ Primer | The Basics | 基础
05-10-2009 Compilers | Parser
04-12-2009 Compilers | Lexical Analysis & Finate Automata
04-08-2009 Compilers | LLVM - A Case Study
04-05-2009 Compilers | Overviwe

2008

11-17-2008 Basic Data Strutures | Indexing Part 3
11-12-2008 Basic Data Strutures | Indexing Part 2
11-05-2008 Basic Data Strutures | Indexing Part 1
10-22-2008 Basic Data Strutures | Hashing
10-14-2008 Basic Data Strutures | External Sort Algorithm
10-07-2008 Basic Data Strutures | Sort Part 2
10-01-2008 Basic Data Strutures | Sort Part 1
09-25-2008 Basic Data Strutures | Graph Part 2
09-10-2008 Basic Data Strutures | Graph Part 1
08-30-2008 Basic Data Strutures | Union-Find and Trie
08-24-2008 Basic Data Strutures | N-ary Tree
08-19-2008 Basic Data Strutures | Balanced BST
08-11-2008 Basic Data Strutures | BST
08-04-2008 Basic Data Strutures | Huffman Tree
07-29-2008 Basic Data Strutures | Heap
07-20-2008 Basic Data Strutures | Binary Tree
07-15-2008 Basic Data Strutures | String
07-10-2008 Basic Data Strutures | Stack and Queue
07-05-2008 Basic Data Structures | Linked List
07-02-2008 Basic Data Structures | Array
07-01-2008 Basic Data Structures | Some Learning Resource

2007

10-13-2007 UNIX 脚本语法 | Shell Script Basics
10-10-2007 UNIX 常用命令 | UNIX Shell Commands
10-05-2007 UNIX Vim速查 | Vim Quick Reference
07-26-2007 C Part 5 | 位操作 | Bitwise Operations
07-03-2007 C Part 4 | C程序优化 | C Optimizations
06-20-2007 C Part 3 | C语言语法 | C Basic Syntax
06-01-2007 C Part 2 | 使用Makefile | Makefile
05-01-2007 C Part 0 | 计算导论 | Introduction to Computation