Book lists

我的书单，点击大标题链接可以进入相应的分类目录，看到 pdf 源文件。

• Book lists
  • 入门书
  • Data Structures and Algorithms
  • Compiler
  • Operating Systems
  • Database
  • Design Principle
  • Programming Languages
    • Python
    • Rust
    • C
    • Go
    • Jave
    • Haskell
    • C++
    • Ocaml
    • Clojure
    • Erlang
  • 面试、刷题
  • Machine Learning
  • 量子计算机
  • 经济学
  • 数学
  • 分布式系统和大数据
  • 计算机语言理论
  • 比特币和区块链
  • 程序员的哲学书
  • 程序员的工具书
  • 中间件
  • 量化投资、量化交易
  • 杂书
  • Buy me a coffee?

入门书

• Computer Science Distilled Learn the Art of Solving Computational Problems
• Classic Computer Science Problems in Python

Data Structures and Algorithms

• Introduction To Algorithms 3rd Edition
• Algorithms 4th Edition
• Algorithms: a functional programming approach
• Data Structures and Abstractions with Java 3rd Edition
• Data Structures and Algorithms in Python
• Mastering Algorithms with C - Kyle Loudon
• Purely Functional Data Structures
• Pearls of Functional Algorithm Design
• The Data Science Design Manual by Steven S. Skiena
• The Algorithm Design Manual
• Structure and Interpretation of Computer Programs
• The Design and Analysis of Computer Algorithms
• 我的第一本算法书 石田保辉 宫崎修一
• 算法图解 像小说一样有趣的算法入门书

Compiler

• Compilers: Principles, Techniques, & Tools
• Crafting a Compiler - 2010
• Engineering a Compiler - 2nd Edition - 2012
• Modern Compiler Implementation in C
• Modern compiler implementation in ML

Operating Systems

• Operating System Concepts (9th,2012.12)
• CASPP - Computer Systems. A Programmer’s Perspective [3rd ed.] (2016, Pearson)
• Operating Systems - Three Easy Pieces
• Operating system Principles and practice
• The Elements of Computing Systems
• 操作系统真象还原

Database

• Database System Concepts 6th edition
• Foundations of databases
• Database Management Systems 3rd Edition
• Big Data Principles and Best Practices of Scalable Realtime Data Systems

Design Principle

• A Philosophy of Software Design (John Ousterhout)
• Clean Architecture A Craftsman's Guide to Software Structure and Design
• Clean Code: A Handbook of Agile Software Craftsmanship
• Code Reading The Open Source Perspective
• Domain-Driven Design Tackling Complexity in the Heart of Software
• Head First Design Patterns
• Refactoring: Improving the Design of Existing Code
• Software Engineering for Systems Hackers
• Domain Modeling Made Functional: Tackle Software Complexity with Domain-Driven Design and F#
• The Pragmatic Programmer
• 代码整洁之道

Programming Languages

Python

• 入门
  • The Well-Grounded Python Developer
  • 父与子的编程之旅：与小卡特一起学Python
• 中级
  • Effective-Python
  • Fluent Python - Clear, Concise, and Effective Programming
  • Python Essential Reference
  • Python-Cookbook-3rd-Edition
• 高级
  • High Performance Python
  • Architecture Patterns with Python
  • CPython Internals Your Guide to the Python 3 Interpreter (Anthony Shaw)
  • Cython
  • Python Concurrency with asyncio (Matthew Fowler)
  • Speed Up Your Python with Rust Optimize Python performance
  • Functional Programming in Python
• 数据科学相关
  • Python Data Science Handbook
  • Data Science with Python and Dask
  • Hands-On Data Analysis with Pandas
  • Hands-On Data Preprocessing in Python
  • Thinking in Pandas How to Use the Python Data Analysis Library the Right Way

Rust

• 初级
  • Beginning Rust Get Started with Rust 2021 Edition
  • Code Like a Pro in Rust
  • Programming Rust
  • 深入浅出 Rust by 范长春
• 中级
  • Fullstack Rust by Nate Murray (z-lib.org)
  • Rust Cookbook
  • Rust in Action by Timothy Samuel McNamara
  • Rust Servers, Services, and Apps
• 高级
  • Rust for Rustaceans Idiomatic Programming for Experienced Developers
  • Hands-On Functional Programming in Rust
  • Hands-On Concurrency With Rust
  • Hands-On Functional Programming in Rust

C

• The C Programming Language - 2nd edition

Go

• The Way To Go-A Thorough Introduction To The Go Programming Language-Balbaert-文字版
• Concurrency in Go
• Go in Action
• The Go Programming Language

Jave

Haskell

C++

Ocaml

Clojure

Erlang

面试、刷题

• Cracking the Coding Interview 6th Edition
• labuladong的刷题笔记V1.4
• labuladong的算法秘籍V1.4
• LeetCode 101 - A LeetCode Grinding Guide (C++ Version)
• LeetCode in Go 中文

Machine Learning

• Algorithms for Reinforcement Learning
• Deep Leaning
• MACHINE LEARNING: The Art and Science of Algorithms that Make Sense of Data

量子计算机

• A First Introduction to Quantum Computing and Information
• Classical and Quantum Computation
• Quantum Computer Science
• Quantum Computing - An Applied Approach

经济学

• Economics in One Lesson
• How the economic machine works leveragings and deleveragings by Ray Dalio

数学

• 2015线性代数的几何意义2
• No bullshit guide to linear algebra by Savov I.
• No bullshit guide to math and physics by Ivan Savov (z-lib.org)
• Discrete Mathematics An Open Introduction
• A Course in Discrete Structures
• Linear Algebra Done Right - Sheldon Axler
• LOGIC IN COMPUTER SCIENCE: Modelling and Reasoning about Systems

分布式系统和大数据

• Foundations for Architecting Data Solutions - Managing Successful Data Projects
• Learning Spark Lightning-Fast Big Data Analysis
• Spark in Action
• Designing Data Intensive Applications
• Distributed systems principles and paradigms 2nd edition

计算机语言理论

比特币和区块链

• 比特币 一种点对点的电子现金系统 - 白皮书翻译
• 货币未来：从金本位到区块链
• Mastering Bitcoin
• Mastering Lightning Network
• Mastering Ethereum
• Learn Blockchain by Building One- A Concise Path to Understanding Cryptocurrencies
• Programming Bitcoin Learn How to Program Bitcoin from Scratch by Jimmy Song (z-lib.org)

程序员的哲学书

• 软技能：代码之外的生存指南 2
• 算法之美：指导工作与生活
• 底层逻辑 看清这个世界的底牌
• 反脆弱从不确定性中获益 (纳西姆•尼古拉斯•塔勒布)
• The Fabric of Reality
• Principles by Ray Dalio

程序员的工具书

• GitHub入门与实践
• Learn Vimscript the Hard Way

中间件

• Redis In Action
• ZeroMQ Messaging for Many Applications

量化投资、量化交易

• The Book of Alternative Data A Guide for Investors Traders and Risk Managers
• Machine Learning for Asset Managers by Marcos M
• Quantitative Portfolio Management The Art and Science of Statistical Arbitrage
• Systematic Trading: A unique new method for designing trading and investing systems)
• EFFICIENTLY INEFFICIENT: How Smart Money Invests and Market Prices Are Determined
• How Smart Money Invests and Market Prices Are Determined
• Advances in Financial Machine Learning by Marcos Lopez
• 证券投资（上）
• 证券投资（下）
• 聪明的投资者

杂书

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