GithubHelp home page GithubHelp logo

zouxiaoyuonly / daily-deeplearning Goto Github PK

View Code? Open in Web Editor NEW

This project forked from zkywsg/daily-deeplearning

0.0 1.0 0.0 50.08 MB

🔥机器学习/深度学习/Python/算法面试/自然语言处理教程/剑指offer/machine learning/deeplearning/Python/Algorithm interview/NLP Tutorial

License: MIT License

C++ 0.02% Python 0.11% Jupyter Notebook 99.87%

daily-deeplearning's Introduction

Daily-DearnLearning

🌲我的自媒体账号

  • 知乎/b站/公众号:再考研我是狗

💻计算机基础课

🐍Python

  • 内容来源:廖雪峰的官方教程/菜鸟教程/CSDN/github/《流畅的Python》

  • Day01

    • hello world
    • 变量(命名/变量赋值/多个变量赋值)
    • 字符串(修改字符串大小写/拼接字符串/制表符和换行符/删除空白/编码问题/格式化问题/索引)
    • 数字和运算符(加减乘除/乘方/取模/取整数/比较运算符/位运算符/逻辑运算符)
  • Day02

    • 列表(访问列表中的值/修改/删除/添加元素/列表中的常用操作/常用函数)
    • 元组(定义元组/访问/修改/删除元组)
  • Day03

    • 字典(字典的定义/访问某个关键值对应的值/添加新的键值对/修改字典/删除字典元素/遍历键值对/遍历字典中所有的键/遍历字典中所有的值/列表中有字典/字典中有列表/字典中有字典)
    • set(建立一个set/重复元素过滤/添加元素/删除元素)
  • Day04

    • if
    • 循环(for循环的基本用法/while循环的基本用法/break/continue)
  • Day05

    • 调用函数(单参数函数/多参数函数/类型转换函数/函数名是指向一个函数的引用对象)
    • 定义函数(定义函数结构/空函数/参数检查/多个返回值)
    • 函数的参数(位置函数/默认参数/可变参数/关键字参数/命名关键字参数)
    • 参数的组合
  • Day06

    • 迭代(collections/enumerate)
    • 列表生成式
    • 生成器(简单写法/next/yield)
    • 迭代器(Iterable/Iterator)
  • Day07

    • 高阶函数(map/reduce/filter/sorted)
    • 返回函数(函数作为返回值/闭包)
    • 匿名函数
    • 装饰器
  • Day08

    • 类和实例(基本定义/创建实例/绑定属性/_init_/数据封装)
    • 限制访问
    • 继承和多态(继承/子类的特性/理解多态)
    • 实例属性和类属性
  • Day09

    • 使用_slots_
    • @property
    • 多重继承
    • 定制类(_str_/_iter_/_getitem_/_getattr_/_call_)
    • 枚举类
  • Day10

    • 错误处理(try/except/finally/调用栈/记录错误/抛出错误)
    • 调试(print/assert/logging/pdb)
    • 文档测试
    • 单元测试
  • Day11

    • 文件读写(读文件/字符编写/写文件)
    • StringIO和BytesIO
    • 操作文件和目录
    • 序列化
  • Day12

    • 多进程(多进程的定义/multiprocessing/subprocess/子进程输入/进程间通信)
    • 多线程(threading/Lock/threading.lock)
    • ThreadLocal
  • Day13

    • datetime(获得当前日期和时间/获得指定日期和时间/timestamp/str转换为datetime/本地时间和UTC时间/时区转换)
    • collections(namedtuple/deque/defaultdict/OrderedDict/ChainMap/counter)
    • struct
  • Day14

    • 协程
    • asyncio
    • async/await
    • aiohttp

🤖️机器学习理论

🏊‍♀️深度学习理论

🀄️NLP相关理论

🤖️机器学习实战

🏊‍♀️ 深度学习实战

💻大数据相关

🏠经典教程及解析

📄剑指offer

📺Leetcode

  • 更新中

📖参看文献

🏠Linux

daily-deeplearning's People

Contributors

zkywsg avatar

Watchers

James Cloos avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.